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ORCIDMehdi Bennis
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- affiliation (PhD): University of Oulu, Centre for Wireless Communications (CWC), Oulu, Finland
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2020 – today
- 2024
[j217]Tilahun Melkamu Getu
, Georges Kaddoum, Mehdi Bennis:
A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future Directions. IEEE Access 12: 51223-51274 (2024)- [j216]Xiaonan Liu, Yansha Deng, Arumugam Nallanathan, Mehdi Bennis:
Federated Learning and Meta Learning: Approaches, Applications, and Directions. IEEE Commun. Surv. Tutorials 26(1): 571-618 (2024) - [j215]Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis:
Semantic and Logical Communication-Control Codesign for Correlated Dynamical Systems. IEEE Internet Things J. 11(7): 12631-12648 (2024) - [j214]Sajad Faramarzi, Sepideh Javadi, Farshad Zeinali, Hosein Zarini, Mohammad Robat Mili, Mehdi Bennis, Yonghui Li, Kai-Kit Wong:
Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-Assisted Networks With Rate-Splitting Multiple Access. IEEE Internet Things J. 11(15): 26366-26383 (2024) - [j213]Bouziane Brik, Mehdi Bennis, Xianbin Wang, Mohsen Guizani:
Guest Editorial: Special Issue on Resource-Efficient Collaborative Deep Learning Over B5G/6G Networks. IEEE Open J. Commun. Soc. 5: 1026-1028 (2024) - [j212]Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu:
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation. IEEE Open J. Commun. Soc. 5: 6239-6260 (2024) - [j211]Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim:
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. IEEE Trans. Big Data 10(3): 238-248 (2024) - [j210]Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi:
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics- Native Communication. IEEE Trans. Commun. 72(2): 830-844 (2024) - [j209]Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis:
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. IEEE Trans. Commun. 72(6): 3454-3462 (2024) - [j208]Yongkang Gong, Haipeng Yao, Xiaonan Liu, Mehdi Bennis, Arumugam Nallanathan, Zhu Han:
Computation and Privacy Protection for Satellite-Ground Digital Twin Networks. IEEE Trans. Commun. 72(9): 5532-5546 (2024) - [j207]Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho:
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks. IEEE Trans. Green Commun. Netw. 8(1): 542-558 (2024) - [j206]Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah:
URLLC-Aware Proactive UAV Placement in Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 25(8): 10446-10451 (2024) - [j205]Tamara Alshammari, Chathuranga Weeraddana, Mehdi Bennis:
BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework. IEEE Trans. Signal Process. 72: 2101-2116 (2024) - [j204]Jinhyuk Choi, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim:
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication. IEEE Trans. Veh. Technol. 73(10): 15815-15819 (2024) - [j203]Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis:
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework. IEEE Trans. Wirel. Commun. 23(4): 3839-3855 (2024) - [j202]Qiaochu An, Yong Zhou, Zhibin Wang, Hangguan Shan, Yuanming Shi, Mehdi Bennis:
Online Optimization for Over-the-Air Federated Learning With Energy Harvesting. IEEE Trans. Wirel. Commun. 23(7): 7291-7306 (2024) - [j201]Tilahun Melkamu Getu, Walid Saad, Georges Kaddoum, Mehdi Bennis:
Performance Limits of a Deep Learning-Enabled Text Semantic Communication Under Interference. IEEE Trans. Wirel. Commun. 23(8): 10213-10228 (2024) - [j200]Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor:
Wireless Federated Learning Over Resource-Constrained Networks: Digital Versus Analog Transmissions. IEEE Trans. Wirel. Commun. 23(10): 14020-14036 (2024) - [j199]Yongkang Gong, Dongxiao Yu, Xiuzhen Cheng, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Computation Offloading and Quantization Schemes for Federated Satellite-Ground Graph Networks. IEEE Trans. Wirel. Commun. 23(10): 14140-14154 (2024) - [j198]Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis:
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing. IEEE Wirel. Commun. 31(5): 192-199 (2024) - [j197]Charbel Bou Chaaya, Mehdi Bennis:
RIS Phase Optimization via Generative Flow Networks. IEEE Wirel. Commun. Lett. 13(7): 1988-1992 (2024) - [j196]Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Chuan Heng Foh, Pei Xiao, Mehdi Bennis:
Latency-Aware Generative Semantic Communications With Pre-Trained Diffusion Models. IEEE Wirel. Commun. Lett. 13(10): 2652-2656 (2024) - [c231]Rafaela Scaciota, Glauber Brante, Richard D. Souza, Onel L. Alcaraz López, Septimia Sarbu, Mehdi Bennis, Sumudu Samarakoon:
Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting. EuCNC/6G Summit 2024: 747-752 - [c230]Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim:
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. ICASSP 2024: 13506-13510 - [c229]Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis:
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm. ICC 2024: 950-955 - [c228]Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor:
Digital versus Analog Transmissions for Federated Learning over Wireless Networks. ICC 2024: 1047-1052 - [c227]Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis, Thierry Lestable:
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. ICC Workshops 2024: 1956-1961 - [c226]Septimia Sarbu, Mateus P. Mota, Mehdi Bennis:
On Scaling Latency-Aware MAC Communication Protocols with a Hierarchical Network Topology. ICC 2024: 2555-2560 - [c225]Yongjun Kim, Sejin Seo, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Junil Choi:
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control. ICC 2024: 2962-2967 - [c224]Salwa Mostafa, Mohammed Saad ElBamby, Mohamed K. Abdel-Aziz, Mehdi Bennis:
Intent Profiling and Translation Through Emergent Communication. ICC 2024: 5281-5286 - [c223]H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Real-Time Remote Control via VR over Limited Wireless Connectivity. ISCC 2024: 1-3 - [c222]Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Maze Discovery using Multiple Robots via Federated Learning. ISCC 2024: 1-3 - [e3]Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon:
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024. IEEE 2024, ISBN 979-8-3503-7002-7 [contents] - [i297]Mojtaba Amiri, Elaheh Vaezpour, Sepideh Javadi, Mohammad Robat Mili, Halim Yanikomeroglu, Mehdi Bennis:
Multi-Objective Optimization in STAR-RIS-Aided SWIPT with RSMA via Meta-Learning. CoRR abs/2401.07644 (2024) - [i296]Yongjun Kim, Sejin Seo, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Junil Choi:
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control. CoRR abs/2401.12624 (2024) - [i295]Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis:
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things. CoRR abs/2401.12914 (2024) - [i294]Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah:
URLLC-Aware Proactive UAV Placement in Internet of Vehicles. CoRR abs/2401.17451 (2024) - [i293]Salwa Mostafa, Mohammed Saad ElBamby, Mohamed K. Abdel-Aziz, Mehdi Bennis:
Intent Profiling and Translation Through Emergent Communication. CoRR abs/2402.02768 (2024) - [i292]Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor:
Digital versus Analog Transmissions for Federated Learning over Wireless Networks. CoRR abs/2402.09657 (2024) - [i291]Hang Zou, Qiyang Zhao, Lina Bariah, Yu Tian, Mehdi Bennis, Samson Lasaulce, Mérouane Debbah, Faouzi Bader:
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning. CoRR abs/2402.16631 (2024) - [i290]Sajad Faramarzi, Sepideh Javadi, Farshad Zeinali, Hosein Zarini, Mohammad Robat Mili, Mehdi Bennis, Yonghui Li, Kai-Kit Wong:
Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-assisted Networks with Rate-Splitting Multiple Access. CoRR abs/2403.08648 (2024) - [i289]Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Chuan Heng Foh, Pei Xiao, Mehdi Bennis:
Latency-Aware Generative Semantic Communications with Pre-Trained Diffusion Models. CoRR abs/2403.17256 (2024) - [i288]Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis:
Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR. CoRR abs/2403.18364 (2024) - [i287]Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor:
Wireless Federated Learning over Resource-Constrained Networks: Digital versus Analog Transmissions. CoRR abs/2405.17759 (2024) - [i286]Abanoub M. Girgis, Alvaro Valcarce, Mehdi Bennis:
Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks. CoRR abs/2406.04853 (2024) - [i285]Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis:
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm. CoRR abs/2406.06655 (2024) - [i284]Vadim K. Weinstein, Tamara Alshammari, Kalle G. Timperi, Mehdi Bennis, Steven M. LaValle:
An Internal Model Principle For Robots. CoRR abs/2406.11237 (2024) - [i283]Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon:
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems. CoRR abs/2406.14301 (2024) - [i282]H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Real-Time Remote Control via VR over Limited Wireless Connectivity. CoRR abs/2406.17420 (2024) - [i281]Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Maze Discovery using Multiple Robots via Federated Learning. CoRR abs/2407.01596 (2024) - [i280]Hao Liu, Jiancheng An, Xing Jia, Shining Lin, Xianghao Yao, Lu Gan, Bruno Clerckx, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Wireless Sensing and Communication: Applications and Challenges. CoRR abs/2407.03566 (2024) - [i279]Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu:
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation. CoRR abs/2407.10186 (2024) - [i278]Guojun Huang, Jiancheng An, Zhaohui Yang, Lu Gan, Mehdi Bennis, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications. CoRR abs/2407.15053 (2024) - [i277]Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim:
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix. CoRR abs/2408.01040 (2024) - [i276]Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis:
A Web-Based Solution for Federated Learning with LLM-Based Automation. CoRR abs/2408.13010 (2024) - [i275]Mohammad Shehab, Mustafa A. Kishk, Maurilio Matracia, Mehdi Bennis, Mohamed-Slim Alouini:
Five Key Enablers for Communication during and after Disasters. CoRR abs/2409.06822 (2024) - [i274]Mengmeng Ren, Li Qiao, Long Yang, Zhen Gao, Jian Chen, Mahdi Boloursaz Mashhadi, Pei Xiao, Rahim Tafazolli, Mehdi Bennis:
Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs. CoRR abs/2409.09715 (2024) - [i273]Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis:
Learning Latent Wireless Dynamics from Channel State Information. CoRR abs/2409.10045 (2024) - [i272]Abanoub M. Girgis, Hyowoon Seo, Mehdi Bennis:
Semantic Communication and Control Co-Design for Multi-Objective Correlated Dynamics. CoRR abs/2410.02303 (2024) - 2023
- [j195]Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis:
Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication. IEEE Access 11: 45456-45492 (2023) - [j194]Andrea Zanella, Sergio Zubelzu, Mehdi Bennis:
Sensor Networks, Data Processing, and Inference: The Hydrology Challenge. IEEE Access 11: 107823-107842 (2023) - [j193]Salwa Mostafa, Mohamed K. Abdel-Aziz, Mehdi Bennis:
Cooperative Navigation via Relational Graphs and State Abstraction. IEEE Netw. Lett. 5(4): 184-188 (2023) - [j192]Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah:
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. IEEE Internet Things Mag. 6(4): 18-24 (2023) - [j191]Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim:
Toward Semantic Communication Protocols: A Probabilistic Logic Perspective. IEEE J. Sel. Areas Commun. 41(8): 2670-2686 (2023) - [j190]Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Semantics-Native Communication via Contextual Reasoning. IEEE Trans. Cogn. Commun. Netw. 9(3): 604-617 (2023) - [j189]Hosein Zarini, Mohammad Robat Mili, Mehdi Rasti, Sergey Andreev, Pedro H. J. Nardelli, Mehdi Bennis:
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array. IEEE Trans. Cogn. Commun. Netw. 9(3): 629-646 (2023) - [j188]Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis:
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. IEEE Trans. Green Commun. Netw. 7(1): 248-264 (2023) - [j187]Jin-Hyun Ahn, Mehdi Bennis, Joonhyuk Kang:
Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints. IEEE Trans. Green Commun. Netw. 7(1): 298-312 (2023) - [j186]Verónica Toro-Betancur, Gopika Premsankar, Chen-Feng Liu, Mariusz Slabicki, Mehdi Bennis, Mario Di Francesco:
Learning How to Configure LoRa Networks With No Regret: A Distributed Approach. IEEE Trans. Ind. Informatics 19(4): 5633-5644 (2023) - [j185]Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. IEEE/ACM Trans. Netw. 31(6): 2499-2514 (2023) - [j184]Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko:
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks. IEEE Trans. Veh. Technol. 72(3): 3647-3662 (2023) - [j183]Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko:
Learning Emergent Random Access Protocol for LEO Satellite Networks. IEEE Trans. Wirel. Commun. 22(1): 257-269 (2023) - [j182]Gilsoo Lee, Walid Saad, Mehdi Bennis, Cheonyong Kim, Minchae Jung:
An Online Framework for Ephemeral Edge Computing in the Internet of Things. IEEE Trans. Wirel. Commun. 22(3): 1992-2007 (2023) - [j181]Zixin Wang, Yong Zhou, Yinan Zou, Qiaochu An, Yuanming Shi, Mehdi Bennis:
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning. IEEE Trans. Wirel. Commun. 22(9): 6092-6106 (2023) - [j180]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM). IEEE Trans. Wirel. Commun. 22(11): 7902-7916 (2023) - [j179]Shengli Liu, Guanding Yu, Dingzhu Wen, Xianfu Chen, Mehdi Bennis, Hongyang Chen:
Communication and Energy Efficient Decentralized Learning Over D2D Networks. IEEE Trans. Wirel. Commun. 22(12): 9549-9563 (2023) - [j178]In-Soo Kim, Mehdi Bennis, Jaeky Oh, Jaehoon Chung, Junil Choi:
Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements. IEEE Trans. Wirel. Commun. 22(12): 9732-9745 (2023) - [j177]Xiaofei Wang, Mehdi Bennis, Ping Wang, Rong Yu, Wei Yang Bryan Lim:
Green Technologies for the Sustainable Metaverse and Web 3.0. IEEE Wirel. Commun. 30(5): 74-75 (2023) - [j176]David E. Ruíz-Guirola, Onel L. Alcaraz López, Samuel Montejo Sánchez, Richard Demo Souza, Mehdi Bennis:
Performance Analysis of ML-Based MTC Traffic Pattern Predictors. IEEE Wirel. Commun. Lett. 12(7): 1144-1148 (2023) - [c221]Feyzi Ege Kumec, Aslihan Reyhanoglu, Emrah Kar, Bugra Turan, Sinem Coleri, Mehdi Bennis, Anis Elgabli, Deniz Gündüz, Sercan Karaagac:
Federated Learning for Pedestrian Detection in Vehicular Networks. BlackSeaCom 2023: 150-154 - [c220]Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang:
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. GLOBECOM (Workshops) 2023: 1603-1608 - [c219]Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader:
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. GLOBECOM 2023: 2233-2238 - [c218]Haonan Tong, Sihua Wang, Zhaohui Yang, Jun Zhao, Mehdi Bennis, Changchuan Yin:
Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information. GLOBECOM 2023: 4534-4539 - [c217]Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis:
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. GLOBECOM 2023: 6567-6572 - [c216]Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis:
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things. GLOBECOM 2023: 7055-7060 - [c215]Luciano Miuccio, Salvatore Riolo, Mehdi Bennis, Daniela Panno:
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks. ICC 2023: 466-471 - [c214]Zhimin Lu, Yong Xiao, Zijian Sun, Yingyu Li, Guangming Shi, Xianfu Chen, Mehdi Bennis, H. Vincent Poor:
Adversarial Learning for Implicit Semantic-Aware Communications. ICC 2023: 4063-4069 - [c213]Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization. ICC 2023: 4391-4396 - [c212]Yi Lu, Yanxiang Jiang, Lingling Zhang, Mehdi Bennis, Dusit Niyato, Xiaohu You:
Meta Reinforcement Learning-Based Computation Offloading in RIS-Aided MEC-Enabled Cell-Free RAN. ICC 2023: 5370-5376 - [c211]Salmane Naoumi, Réda Alami, Hakim Hacid, Ebtesam Almazrouei, Mérouane Debbah, Mehdi Bennis, Marwa Chafii:
Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations. MeditCom 2023: 133-138 - [c210]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots. MobiCom 2023: 96:1-96:3 - [c209]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops 2023: 5-6 - [c208]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops 2023: 285-287 - [c207]Jia Guo, Mehdi Bennis, Chenyang Yang:
Precoder and Detector Learning for Vision-based mmWave Received Power Prediction. PIMRC 2023: 1-6 - [c206]Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim:
Semantic Communication Protocol: Demystifying Deep Neural Networks via Probabilistic Logic. SECON 2023: 1-3 - [c205]Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis:
Enabling the Wireless Metaverse via Semantic Multiverse Communication. SECON 2023: 85-90 - [c204]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning. WCNC 2023: 1-7 - [c203]Andrea Zanella, Sergio Zubelzu, Mehdi Bennis, Martina Capuzzo, Paolo Tarolli:
Internet of Things for Hydrology: Potential and Challenges. WONS 2023: 114-121 - [i271]Zhimin Lu, Yong Xiao, Zijian Sun, Yingyu Li, Guangming Shi, Xianfu Chen, Mehdi Bennis, H. Vincent Poor:
Adversarial Learning for Implicit Semantic-Aware Communications. CoRR abs/2301.11589 (2023) - [i270]Tilahun Melkamu Getu, Walid Saad, Georges Kaddoum, Mehdi Bennis:
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference. CoRR abs/2302.14702 (2023) - [i269]Luciano Miuccio, Salvatore Riolo, Mehdi Bennis, Daniela Panno:
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks. CoRR abs/2302.14765 (2023) - [i268]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Codesign of Edge Intelligence and Automated Guided Vehicle Control. CoRR abs/2305.09788 (2023) - [i267]Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang:
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. CoRR abs/2305.12796 (2023) - [i266]Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis:
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. CoRR abs/2306.01306 (2023) - [i265]Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi:
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communication. CoRR abs/2306.06403 (2023) - [i264]Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis:
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework. CoRR abs/2306.11229 (2023) - [i263]Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis:
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. CoRR abs/2306.11336 (2023) - [i262]Hang Zou, Qiyang Zhao, Lina Bariah, Mehdi Bennis, Mérouane Debbah:
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence. CoRR abs/2307.02757 (2023) - [i261]Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis:
Tutorial-Cum-Survey on Semantic and Goal- Oriented Communication: Research Landscape, Challenges, and Future Directions. CoRR abs/2308.01913 (2023) - [i260]Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader:
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. CoRR abs/2308.16789 (2023) - [i259]Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah:
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. CoRR abs/2309.06021 (2023) - [i258]Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim:
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. CoRR abs/2309.11127 (2023) - [i257]Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho:
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks. CoRR abs/2309.11892 (2023) - [i256]Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis:
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. CoRR abs/2310.03767 (2023) - [i255]Jinhyuk Choi, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim:
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication. CoRR abs/2310.09394 (2023) - [i254]Jihong Park, Seung-Woo Ko, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis:
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches. CoRR abs/2310.09506 (2023) - [i253]Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis:
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing. CoRR abs/2312.07362 (2023) - [i252]Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning. CoRR abs/2312.14638 (2023) - 2022
- [j175]Cheng Chen, Takayuki Nishio, Mehdi Bennis, Jihong Park:
RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals. IEEE Access 10: 110689-110700 (2022) - [j174]Mohammad Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas, Mehdi Bennis:
THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-offs. IEEE Commun. Mag. 60(5): 24-30 (2022) - [j173]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. IEEE Commun. Surv. Tutorials 24(2): 967-993 (2022) - [j172]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski:
Can Terahertz Provide High-Rate Reliable Low-Latency Communications for Wireless VR? IEEE Internet Things J. 9(12): 9712-9729 (2022) - [j171]Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi:
Predictive Closed-Loop Remote Control Over Wireless Two-Way Split Koopman Autoencoder. IEEE Internet Things J. 9(23): 23285-23301 (2022) - [j170]Chao Zhang, Hang Zou, Samson Lasaulce, Walid Saad, Marios Kountouris, Mehdi Bennis:
Goal-Oriented Communications for the IoT and Application to Data Compression. IEEE Internet Things Mag. 5(4): 58-63 (2022) - [j169]Mahdi Fozi, Ahmad R. Sharafat, Mehdi Bennis:
Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity. IEEE J. Sel. Areas Commun. 40(1): 127-142 (2022) - [j168]Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Honggang Zhang, Mehdi Bennis, Hang Liu, Yusheng Ji:
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems. IEEE J. Sel. Areas Commun. 40(1): 243-258 (2022) - [j167]Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor:
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II. IEEE J. Sel. Areas Commun. 40(2): 445-448 (2022) - [j166]George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces. Proc. IEEE 110(9): 1494-1525 (2022) - [j165]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Communication-Efficient and Federated Multi-Agent Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8(1): 311-320 (2022) - [j164]Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. IEEE Trans. Commun. 70(2): 891-903 (2022) - [j163]Yung-Lin Hsu, Chen-Feng Liu, Hung-Yu Wei, Mehdi Bennis:
Optimized Data Sampling and Energy Consumption in IIoT: A Federated Learning Approach. IEEE Trans. Commun. 70(12): 7915-7931 (2022) - [j162]Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski:
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. IEEE Trans. Green Commun. Netw. 6(1): 629-644 (2022) - [j161]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation. IEEE Trans. Green Commun. Netw. 6(3): 1862-1874 (2022) - [j160]Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs. Trans. Mach. Learn. Res. 2022 (2022) - [j159]In-Soo Kim, Mehdi Bennis, Junil Choi:
Cell-Free mmWave Massive MIMO Systems With Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs. IEEE Trans. Veh. Technol. 71(10): 10512-10526 (2022) - [j158]Qianqian Zhang, Aidin Ferdowsi, Walid Saad, Mehdi Bennis:
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks. IEEE Trans. Wirel. Commun. 21(3): 1438-1452 (2022) - [j157]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Millimeter Wave Communications With an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning. IEEE Trans. Wirel. Commun. 21(3): 1836-1850 (2022) - [j156]Yanxiang Jiang, Yuting Wu, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Federated Learning-Based Content Popularity Prediction in Fog Radio Access Networks. IEEE Trans. Wirel. Commun. 21(6): 3836-3849 (2022) - [j155]Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Communication Efficient Decentralized Learning Over Bipartite Graphs. IEEE Trans. Wirel. Commun. 21(6): 4150-4167 (2022) - [j154]Yanxiang Jiang, Bao Wang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Joint MDS Codes and Weighted Graph-Based Coded Caching in Fog Radio Access Networks. IEEE Trans. Wirel. Commun. 21(9): 6789-6802 (2022) - [j153]Shengli Liu, Guanding Yu, Xianfu Chen, Mehdi Bennis:
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning With IID and Non-IID Data. IEEE Trans. Wirel. Commun. 21(10): 7852-7866 (2022) - [j152]Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles. IEEE Trans. Wirel. Commun. 21(12): 10407-10423 (2022) - [j151]Xiaokang Zhou, Yansha Deng, Huiyun Xia, Shaochuan Wu, Mehdi Bennis:
Time-Triggered Federated Learning Over Wireless Networks. IEEE Trans. Wirel. Commun. 21(12): 11066-11079 (2022) - [j150]Hamid Shiri, Hyowoon Seo, Jihong Park, Mehdi Bennis:
Attention-Based Communication and Control for Multi-UAV Path Planning. IEEE Wirel. Commun. Lett. 11(7): 1409-1413 (2022) - [c202]Arne Bröring, Vivek Kulkarni, Andreas Zirkler, Philippe Buschmann, Konstantinos Fysarakis, Simon Mayer, Beatriz Soret, Lam Duc Nguyen, Petar Popovski, Sumudu Samarakoon, Mehdi Bennis, Jérôme Härri, Martijn N. Rooker, Gerald Fritz, Anca Bucur, George Spanoudakis, Sotiris Ioannidis:
IntellIoT: Intelligent IoT Environments. GIOTS 2022: 55-68 - [c201]Qiyang Zhao, Mehdi Bennis, Mérouane Debbah, Daniel Benevides da Costa:
Semantic-Native Communication: A Simplicial Complex Perspective. GLOBECOM (Workshops) 2022: 1513-1518 - [c200]Qi Chang, Baotian Fan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Security-aware Cooperative Caching via Deep Reinforcement Learning in Fog Radio Access Networks. GLOBECOM (Workshops) 2022: 1742-1747 - [c199]Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Daniela Panno, Mehdi Bennis:
Learning Generalized Wireless MAC Communication Protocols via Abstraction. GLOBECOM 2022: 2322-2327 - [c198]Zhiheng Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach. ICC 2022: 68-73 - [c197]Shengli Liu, Guanding Yu, Xianfu Chen, Mehdi Bennis:
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with Non-IID Data. ICC 2022: 74-79 - [c196]Lingling Zhang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach. ICC Workshops 2022: 97-102 - [c195]Jingming Liang, Yong Xiao, Yingyu Li, Guangming Shi, Mehdi Bennis:
Life-long Learning for Reasoning-based Semantic Communication. ICC Workshops 2022: 271-276 - [c194]Yingqi Chen, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks. ICC Workshops 2022: 403-408 - [c193]Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs. ICC 2022: 1556-1561 - [c192]Baotian Fan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Social-aware Cooperative Caching in Fog Radio Access Networks. ICC 2022: 1672-1677 - [c191]Xiaokang Zhou, Yansha Deng, Huiyun Xia, Shaochuan Wu, Mehdi Bennis:
Resource Allocation for Time-triggered Federated Learning over Wireless Networks. ICC 2022: 2810-2815 - [c190]Qi Chang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks. ICC 2022: 3641-3646 - [c189]Christina Chaccour, Walid Saad, Omid Semiari, Mehdi Bennis, Petar Popovski:
Joint Sensing and Communication for Situational Awareness in Wireless THz Systems. ICC 2022: 3772-3777 - [c188]Qianli Tan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
MDS Codes Based Group Coded Caching in Fog Radio Access Networks. ICC 2022: 5700-5705 - [c187]Anis Elgabli, Chaouki Ben Issaid, Amrit Singh Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal:
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning. ICML 2022: 5861-5877 - [c186]Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. INFOCOM 2022: 1729-1738 - [c185]Livia Elena Chatzieleftheriou, Chen-Feng Liu, Iordanis Koutsopoulos, Mehdi Bennis, Mérouane Debbah:
Online Learning for Industrial IoT: The Online Convex Optimization Perspective. MeditCom 2022: 7-12 - [c184]Ahmet M. Elbir, Burak Soner, Sinem Coleri, Deniz Gündüz, Mehdi Bennis:
Federated Learning in Vehicular Networks. MeditCom 2022: 72-77 - [c183]Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis:
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning. PIMRC 2022: 1431-1437 - [c182]Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko, Joongheon Kim:
Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning. VTC Spring 2022: 1-5 - [c181]Arian Ahmadi, Omid Semiari, Mehdi Bennis, Mérouane Debbah:
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks. WCNC 2022: 752-757 - [c180]Hosein Zarini, Mohammad Robat Mili, Mehdi Rasti, Pedro H. J. Nardelli, Mehdi Bennis:
Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking. WCNC 2022: 1683-1688 - [c179]Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
Local Stochastic ADMM for Communication-Efficient Distributed Learning. WCNC 2022: 1880-1885 - [c178]Seungeun Oh, Jihong Park, Praneeth Vepakomma, Sihun Baek, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim:
LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning. WWW 2022: 3347-3357 - [i251]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM). CoRR abs/2201.00626 (2022) - [i250]Mohammad Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas, Mehdi Bennis:
THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-Offs. CoRR abs/2201.07886 (2022) - [i249]Arian Ahmadi, Omid Semiari, Mehdi Bennis, Mérouane Debbah:
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks. CoRR abs/2201.10032 (2022) - [i248]Jingming Liang, Yong Xiao, Yingyu Li, Guangming Shi, Mehdi Bennis:
Life-long Learning for Reasoning-based Semantic Communication. CoRR abs/2202.01952 (2022) - [i247]Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs. CoRR abs/2202.08194 (2022) - [i246]Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks. CoRR abs/2203.14094 (2022) - [i245]Xiaokang Zhou, Yansha Deng, Huiyun Xia, Shaochuan Wu, Mehdi Bennis:
Time-triggered Federated Learning over Wireless Networks. CoRR abs/2204.12426 (2022) - [i244]Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki:
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. CoRR abs/2205.01423 (2022) - [i243]George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces. CoRR abs/2205.03793 (2022) - [i242]In-Soo Kim, Mehdi Bennis, Junil Choi:
Cell-Free MmWave Massive MIMO Systems with Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs. CoRR abs/2205.07598 (2022) - [i241]Lingling Zhang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach. CoRR abs/2206.05881 (2022) - [i240]Zhiheng Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach. CoRR abs/2206.05894 (2022) - [i239]Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Daniela Panno, Mehdi Bennis:
Learning Generalized Wireless MAC Communication Protocols via Abstraction. CoRR abs/2206.06331 (2022) - [i238]In-Soo Kim, Mehdi Bennis, Jaeky Oh, Jaehoon Chung, Junil Choi:
Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements. CoRR abs/2206.06605 (2022) - [i237]Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal:
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning. CoRR abs/2206.08829 (2022) - [i236]Yingqi Chen, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks. CoRR abs/2206.09406 (2022) - [i235]Qi Chang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks. CoRR abs/2206.09549 (2022) - [i234]Qianli Tan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
MDS Codes Based Group Coded Caching in Fog Radio Access Networks. CoRR abs/2206.09623 (2022) - [i233]Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis:
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. CoRR abs/2206.10380 (2022) - [i232]Baotian Fan, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Social-aware Cooperative Caching in Fog Radio Access Networks. CoRR abs/2206.13741 (2022) - [i231]Sihun Baek, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim:
Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning. CoRR abs/2207.00234 (2022) - [i230]Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim:
Towards Semantic Communication Protocols: A Probabilistic Logic Perspective. CoRR abs/2207.03920 (2022) - [i229]Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim:
Slimmable Quantum Federated Learning. CoRR abs/2207.10221 (2022) - [i228]Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs. CoRR abs/2208.13810 (2022) - [i227]Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi:
Predictive Closed-Loop Remote Control over Wireless Two-Way Split Koopman Autoencoder. CoRR abs/2209.06915 (2022) - [i226]Xianfu Chen, Zhifeng Zhao, Shiwen Mao, Celimuge Wu, Honggang Zhang, Mehdi Bennis:
Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning. CoRR abs/2209.08947 (2022) - [i225]Xiaonan Liu, Yansha Deng, Arumugam Nallanathan, Mehdi Bennis:
Federated and Meta learning over Non-Wireless and Wireless Networks: A Tutorial. CoRR abs/2210.13111 (2022) - [i224]Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim:
Differentially Private CutMix for Split Learning with Vision Transformer. CoRR abs/2210.15986 (2022) - [i223]Qiyang Zhao, Mehdi Bennis, Mérouane Debbah, Daniel Benevides da Costa:
Semantic-Native Communication: A Simplicial Complex Perspective. CoRR abs/2210.16970 (2022) - [i222]Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis:
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning. CoRR abs/2212.01049 (2022) - [i221]Won Joon Yun, Jae Pyoung Kim, Hankyul Baek, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim:
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding. CoRR abs/2212.01732 (2022) - [i220]Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis:
Enabling the Wireless Metaverse via Semantic Multiverse Communication. CoRR abs/2212.06908 (2022) - 2021
- [j149]Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri:
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems. IEEE Commun. Mag. 59(2): 16-21 (2021) - [j148]Luis Velasco, Marco Signorelli, Óscar González de Dios, Chrysa Papagianni, Roberto Bifulco, Juan Jose Vegas Olmos, Simon Pryor, Gino Carrozzo, Julius Schulz-Zander, Mehdi Bennis, Ricardo Martínez, Filippo Cugini, Claudio Salvadori, Vincent Lefebvre, Luca Valcarenghi, Marc Ruiz:
End-to-End Intent-Based Networking. IEEE Commun. Mag. 59(10): 106-112 (2021) - [j147]Reza Moosavi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali, Vahid Shah-Mansouri, Babak Hossein Khalaj, Mehdi Bennis:
Energy efficiency through joint routing and function placement in different modes of SDN/NFV networks. Comput. Networks 200: 108492 (2021) - [j146]Takayuki Nishio, Yusuke Koda, Jihong Park, Mehdi Bennis, Klaus Doppler:
When Wireless Communications Meet Computer Vision in Beyond 5G. IEEE Commun. Stand. Mag. 5(2): 76-83 (2021) - [j145]Hamza Khan, Petri Luoto, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho:
Network slicing for vehicular communication. Trans. Emerg. Telecommun. Technol. 32(1) (2021) - [j144]Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning. IEEE Intell. Syst. 36(5): 80-87 (2021) - [j143]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. Found. Trends Mach. Learn. 14(1-2): 1-210 (2021) - [j142]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. IEEE Commun. Lett. 25(4): 1221-1225 (2021) - [j141]Saeed Jamshidiha, Vahid Pourahmadi, Abbas Mohammadi, Mehdi Bennis:
Link Activation Using Variational Graph Autoencoders. IEEE Commun. Lett. 25(7): 2358-2361 (2021) - [j140]Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi:
Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems. IEEE Internet Things J. 8(1): 129-143 (2021) - [j139]Taehyeun Park, Gilsoo Lee, Walid Saad, Mehdi Bennis:
Sum Rate and Reliability Analysis for Power-Domain Nonorthogonal Multiple Access (PD-NOMA). IEEE Internet Things J. 8(12): 10160-10169 (2021) - [j138]Zhenwen Ren, Mithun Mukherjee, Mehdi Bennis, Jaime Lloret:
Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks. IEEE J. Sel. Areas Commun. 39(7): 1946-1956 (2021) - [j137]Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor:
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I. IEEE J. Sel. Areas Commun. 39(12): 3575-3578 (2021) - [j136]Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor:
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. IEEE J. Sel. Areas Commun. 39(12): 3579-3605 (2021) - [j135]Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis:
UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning. IEEE Open J. Commun. Soc. 2: 738-753 (2021) - [j134]Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. Proc. IEEE 109(5): 796-819 (2021) - [j133]Dusit Niyato, Kaibin Huang, Mehdi Bennis, Miao Pan, Zehui Xiong, Long Bao Le, Dong In Kim, Li-Chun Wang:
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking. IEEE Trans. Cogn. Commun. Netw. 7(4): 1016-1020 (2021) - [j132]Anis Elgabli, Jihong Park, Amrit Singh Bedi, Chaouki Ben Issaid, Mehdi Bennis, Vaneet Aggarwal:
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. IEEE Trans. Commun. 69(1): 164-181 (2021) - [j131]Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis:
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. IEEE Trans. Commun. 69(8): 5194-5208 (2021) - [j130]Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis:
Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning. IEEE Trans. Commun. 69(9): 5962-5974 (2021) - [j129]Abanoub M. Girgis, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling. IEEE Trans. Commun. 69(10): 7077-7093 (2021) - [j128]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong:
Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces. IEEE Trans. Commun. 69(11): 7444-7457 (2021) - [j127]Qianqian Zhang, Walid Saad, Mehdi Bennis, Xing Lu, Mérouane Debbah, Wangda Zuo:
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory. IEEE Trans. Wirel. Commun. 20(1): 637-652 (2021) - [j126]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong:
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. IEEE Trans. Wirel. Commun. 20(7): 4585-4600 (2021) - [j125]Dingzhu Wen, Ki Jun Jeon, Mehdi Bennis, Kaibin Huang:
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels. IEEE Trans. Wirel. Commun. 20(12): 8348-8361 (2021) - [c177]Tamara Alshammari, Anis Elgabli, Mehdi Bennis:
MetaBayes: A Meta-Learning Framework from a Bayesian Perspective. ACSCC 2021: 351-355 - [c176]Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles. CDC 2021: 5033-5038 - [c175]Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent. GLOBECOM 2021: 1-6 - [c174]Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor:
Federated Distributionally Robust Optimization for Phase Configuration of RISs. GLOBECOM 2021: 1-6 - [c173]Yusuke Koda, Jihong Park, Mehdi Bennis, Praneeth Vepakomma, Ramesh Raskar:
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning. GLOBECOM 2021: 1-6 - [c172]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. GLOBECOM 2021: 1-6 - [c171]Yunwei Tao, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Content Popularity Prediction in Fog-RANs: A Bayesian Learning Approach. GLOBECOM 2021: 1-6 - [c170]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Performance Analysis of Aircraft-to-Ground Communication Networks in Urban Air Mobility (UAM). GLOBECOM 2021: 1-6 - [c169]Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis:
V2V Cooperative Sensing using Reinforcement Learning with Action Branching. ICC 2021: 1-6 - [c168]Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis:
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization. ICC 2021: 1-6 - [c167]Min Zhang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Cooperative Edge Caching via Federated Deep Reinforcement Learning in Fog-RANs. ICC Workshops 2021: 1-6 - [c166]Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis:
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication. ISWCS 2021: 1-6 - [c165]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. PIMRC 2021: 1173-1178 - [c164]Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi:
Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction. PIMRC 2021: 1191-1196 - [c163]Yung-Lin Hsu, Chen-Feng Liu, Sumudu Samarakoon, Hung-Yu Wei, Mehdi Bennis:
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach. PIMRC 2021: 1323-1328 - [c162]Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis:
A framework for energy and carbon footprint analysis of distributed and federated edge learning. PIMRC 2021: 1564-1569 - [c161]Sumudu Samarakoon, Jihong Park, Mehdi Bennis:
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations. SPAWC 2021: 301-305 - [c160]Sejin Seo, Seung-Woo Ko, Jihong Park, Seong-Lyun Kim, Mehdi Bennis:
Communication-Efficient and Personalized Federated Lottery Ticket Learning. SPAWC 2021: 581-585 - [c159]Chen-Feng Liu, Mehdi Bennis:
Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT. WiOpt 2021: 272-277 - [i219]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Mean-Field Game-Theoretic Edge Caching. CoRR abs/2101.00341 (2021) - [i218]Hang Chen, Syed Ali Asif, Jihong Park, Chien-Chung Shen, Mehdi Bennis:
Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus. CoRR abs/2101.03300 (2021) - [i217]Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri:
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems. CoRR abs/2101.03367 (2021) - [i216]Abanoub M. Girgis, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling. CoRR abs/2101.11647 (2021) - [i215]Qianqian Zhang, Aidin Ferdowsi, Walid Saad, Mehdi Bennis:
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks. CoRR abs/2102.01751 (2021) - [i214]Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles. CoRR abs/2102.03401 (2021) - [i213]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. CoRR abs/2102.07668 (2021) - [i212]Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis:
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning. CoRR abs/2103.10346 (2021) - [i211]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong:
Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces. CoRR abs/2104.00075 (2021) - [i210]Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor:
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. CoRR abs/2104.02151 (2021) - [i209]Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi:
Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction. CoRR abs/2104.08109 (2021) - [i208]Sejin Seo, Seung-Woo Ko, Jihong Park, Seong-Lyun Kim, Mehdi Bennis:
Communication-Efficient and Personalized Federated Lottery Ticket Learning. CoRR abs/2104.12501 (2021) - [i207]Yusuke Koda, Jihong Park, Mehdi Bennis, Praneeth Vepakomma, Ramesh Raskar:
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning. CoRR abs/2105.00395 (2021) - [i206]Sumudu Samarakoon, Jihong Park, Mehdi Bennis:
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations. CoRR abs/2105.01771 (2021) - [i205]Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis:
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication. CoRR abs/2105.10716 (2021) - [i204]Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis:
UAV-Assisted Communication in Remote Disaster Areas using Imitation Learning. CoRR abs/2105.12823 (2021) - [i203]Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent. CoRR abs/2105.14772 (2021) - [i202]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. CoRR abs/2106.00995 (2021) - [i201]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. CoRR abs/2106.00999 (2021) - [i200]Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis:
Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning. CoRR abs/2106.06796 (2021) - [i199]Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Semantics-Native Communication with Contextual Reasoning. CoRR abs/2108.05681 (2021) - [i198]Chen-Feng Liu, Mehdi Bennis:
Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT. CoRR abs/2108.07504 (2021) - [i197]Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor:
Federated Distributionally Robust Optimization for Phase Configuration of RISs. CoRR abs/2108.09026 (2021) - [i196]Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski:
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. CoRR abs/2110.01686 (2021) - [i195]Christina Chaccour, Walid Saad, Omid Semiari, Mehdi Bennis, Petar Popovski:
Joint Sensing and Communication for Situational Awareness in Wireless THz Systems. CoRR abs/2111.14044 (2021) - [i194]Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko:
Learning Emergent Random Access Protocol for LEO Satellite Networks. CoRR abs/2112.01765 (2021) - [i193]Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. CoRR abs/2112.02543 (2021) - [i192]Hankyul Baek, Won Joon Yun, Soyi Jung, Jihong Park, Mingyue Ji, Joongheon Kim, Mehdi Bennis:
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding. CoRR abs/2112.03267 (2021) - [i191]Shraman Pal, Mansi Uniyal, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Moongu Jeon, Jinho Choi:
Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning. CoRR abs/2112.05929 (2021) - [i190]Hamid Shiri, Hyowoon Seo, Jihong Park, Mehdi Bennis:
Attention Based Communication and Control for Multi-UAV Path Planning. CoRR abs/2112.12584 (2021) - 2020
- [j124]Fenghe Hu, Yansha Deng, Walid Saad, Mehdi Bennis, A. Hamid Aghvami:
Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions. IEEE Commun. Mag. 58(5): 105-111 (2020) - [j123]Mehdi Bennis, Mérouane Debbah, Kaibin Huang, Zhaohui Yang:
Guest Editorial: Communication Technologies for Efficient Edge Learning. IEEE Commun. Mag. 58(12): 12-13 (2020) - [j122]Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. IEEE Intell. Syst. 35(4): 94-101 (2020) - [j121]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach. IEEE Commun. Lett. 24(2): 367-370 (2020) - [j120]Sadeep Batewela, Chen-Feng Liu, Mehdi Bennis, Himal A. Suraweera, Choong Seon Hong:
Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing. IEEE Commun. Lett. 24(3): 617-621 (2020) - [j119]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Blockchained On-Device Federated Learning. IEEE Commun. Lett. 24(6): 1279-1283 (2020) - [j118]Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Kota Nakashima:
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction. IEEE Commun. Lett. 24(6): 1284-1288 (2020) - [j117]Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. IEEE Commun. Lett. 24(10): 2211-2215 (2020) - [j116]Saeed Jamshidiha, Vahid Pourahmadi, Abbas Mohammadi, Mehdi Bennis:
Link-Level Throughput Maximization Using Deep Reinforcement Learning. IEEE Netw. Lett. 2(3): 101-105 (2020) - [j115]Gilsoo Lee, Jihong Park, Walid Saad, Mehdi Bennis:
Performance Analysis of Blockchain Systems With Wireless Mobile Miners. IEEE Netw. Lett. 2(3): 111-115 (2020) - [j114]Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning. J. Mach. Learn. Res. 21: 76:1-76:39 (2020) - [j113]Walid Saad, Mehdi Bennis, Mingzhe Chen:
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems. IEEE Netw. 34(3): 134-142 (2020) - [j112]Mehdi Bennis:
Federated Learning and Control at the Wireless Network Edge. GetMobile Mob. Comput. Commun. 24(3): 9-13 (2020) - [j111]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. IEEE Trans. Commun. 68(2): 1146-1159 (2020) - [j110]Yanxiang Jiang, Yabai Hu, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You:
A Mean Field Game-Based Distributed Edge Caching in Fog Radio Access Networks. IEEE Trans. Commun. 68(3): 1567-1580 (2020) - [j109]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad:
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks. IEEE Trans. Commun. 68(3): 1911-1924 (2020) - [j108]Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis:
Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework. IEEE Trans. Commun. 68(4): 2491-2508 (2020) - [j107]Ramy Amer, Hesham ElSawy, M. Majid Butt, Eduard A. Jorswieck, Mehdi Bennis, Nicola Marchetti:
Optimized Caching and Spectrum Partitioning for D2D Enabled Cellular Systems With Clustered Devices. IEEE Trans. Commun. 68(7): 4358-4374 (2020) - [j106]Hamid Shiri, Jihong Park, Mehdi Bennis:
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory. IEEE Trans. Commun. 68(11): 6840-6857 (2020) - [j105]Yanxiang Jiang, Wenlong Huang, Mehdi Bennis, Fu-Chun Zheng:
Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks. IEEE Trans. Mob. Comput. 19(3): 540-551 (2020) - [j104]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. IEEE Trans. Veh. Technol. 69(1): 935-947 (2020) - [j103]Hamza Khan, Sumudu Samarakoon, Mehdi Bennis:
Enhancing Video Streaming in Vehicular Networks via Resource Slicing. IEEE Trans. Veh. Technol. 69(4): 3513-3522 (2020) - [j102]Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis:
Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective. IEEE Trans. Wirel. Commun. 19(4): 2268-2281 (2020) - [j101]Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong:
A Crowdsourcing Framework for On-Device Federated Learning. IEEE Trans. Wirel. Commun. 19(5): 3241-3256 (2020) - [j100]Dingzhu Wen, Mehdi Bennis, Kaibin Huang:
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning. IEEE Trans. Wirel. Commun. 19(12): 8272-8286 (2020) - [j99]Shuai Yu, Xu Chen, Lei Yang, Di Wu, Mehdi Bennis, Junshan Zhang:
Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading. IEEE Wirel. Commun. 27(1): 92-99 (2020) - [j98]Faisal Tariq, Muhammad R. A. Khandaker, Kai-Kit Wong, Muhammad Ali Imran, Mehdi Bennis, Mérouane Debbah:
A Speculative Study on 6G. IEEE Wirel. Commun. 27(4): 118-125 (2020) - [j97]Hamid Shiri, Jihong Park, Mehdi Bennis:
Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control. IEEE Wirel. Commun. Lett. 9(6): 861-865 (2020) - [c158]Sheng Chen, Kien Vu, Sheng Zhou, Zhisheng Niu, Mehdi Bennis, Matti Latva-aho:
1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks. 6G SUMMIT 2020: 1-5 - [c157]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Cristina Perfecto, Mehdi Bennis:
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning. ACSSC 2020: 408-412 - [c156]Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis:
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks. CAMAD 2020: 1-7 - [c155]Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
Communication Efficient Framework for Decentralized Machine Learning. CISS 2020: 1-5 - [c154]George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah:
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces. GLOBECOM (Workshops) 2020: 1-6 - [c153]Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Mehdi Bennis, Yusheng Ji:
Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems. GLOBECOM 2020: 1-6 - [c152]Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko:
Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks. GLOBECOM 2020: 1-6 - [c151]Dingzhu Wen, Mehdi Bennis, Kaibin Huang:
Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation. GLOBECOM 2020: 1-6 - [c150]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV. GLOBECOM 2020: 1-6 - [c149]Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. ICASSP 2020: 8876-8880 - [c148]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski:
Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces. ICC 2020: 1-6 - [c147]Safaa Driouech, Essaid Sabir, Mehdi Bennis:
D2D Mobile Relaying for Efficient Throughput-Reliability Delivering in 5G. ICC 2020: 1-7 - [c146]Hamza Khan, M. Majid Butt, Sumudu Samarakoon, Philippe Sehier, Mehdi Bennis:
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation. ICC Workshops 2020: 1-6 - [c145]Gilsoo Lee, Minchae Jung, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis:
Deep Reinforcement Learning for Energy-Efficient Networking with Reconfigurable Intelligent Surfaces. ICC 2020: 1-6 - [c144]Bao Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiqi Gao, Xiaohu You:
Joint Redundant MDS Codes and Cluster Cooperation Based Coded Caching in Fog Radio Access Networks. ICC Workshops 2020: 1-6 - [c143]Yuting Wu, Yanxiang Jiang, Mehdi Bennis, Fuchun Zheng, Xiqi Gao, Xiaohu You:
Content Popularity Prediction in Fog Radio Access Networks: A Federated Learning Based Approach. ICC 2020: 1-6 - [c142]Tengchan Zeng, Omid Semiari, Mohammad Mozaffari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms. ICC 2020: 1-6 - [c141]Bo Zhou, Walid Saad, Mehdi Bennis, Petar Popovski:
Risk-Aware Optimization of Age of Information in the Internet of Things. ICC 2020: 1-6 - [c140]Abanoub M. Girgis, Jihong Park, Chen-Feng Liu, Mehdi Bennis:
Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach. SPAWC 2020: 1-5 - [c139]Chen-Feng Liu, Mehdi Bennis:
Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach. SPAWC 2020: 1-5 - [c138]Xianfu Chen, Tao Chen, Zhifeng Zhao, Honggang Zhang, Mehdi Bennis, Yusheng Ji:
Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems. VTC Spring 2020: 1-6 - [c137]Anis Elgabli, Jihong Park, Sabbir Ahmed, Mehdi Bennis:
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning. WCNC 2020: 1-6 - [c136]Mounssif Krouka, Anis Elgabli, Mehdi Bennis:
Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring. WCNC 2020: 1-6 - [c135]Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis:
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation. WCNC 2020: 1-6 - [e2]Wookey Lee, Luonan Chen, Yang-Sae Moon, Julien Bourgeois, Mehdi Bennis, Yu-Feng Li, Young-Guk Ha, Hyuk-Yoon Kwon, Alfredo Cuzzocrea:
2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020. IEEE 2020, ISBN 978-1-7281-6034-4 [contents] - [i189]Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong:
Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication. CoRR abs/2001.07915 (2020) - [i188]Jihong Park, Sumudu Samarakoon, Hamid Shiri, Mohamed K. Abdel-Aziz, Takayuki Nishio, Anis Elgabli, Mehdi Bennis:
Extreme URLLC: Vision, Challenges, and Key Enablers. CoRR abs/2001.09683 (2020) - [i187]Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis:
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation. CoRR abs/2002.00802 (2020) - [i186]Hamza Khan, Sumudu Samarakoon, Mehdi Bennis:
Enhancing Video Streaming in Vehicular Networks via Resource Slicing. CoRR abs/2002.06928 (2020) - [i185]Tengchan Zeng, Omid Semiari, Mohammad Mozaffari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms. CoRR abs/2002.08196 (2020) - [i184]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski:
Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces. CoRR abs/2002.09052 (2020) - [i183]Bo Zhou, Walid Saad, Mehdi Bennis, Petar Popovski:
Risk-Aware Optimization of Age of Information in the Internet of Things. CoRR abs/2002.09805 (2020) - [i182]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning. CoRR abs/2002.10572 (2020) - [i181]Abanoub M. Girgis, Jihong Park, Chen-Feng Liu, Mehdi Bennis:
Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach. CoRR abs/2003.00243 (2020) - [i180]Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura:
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction. CoRR abs/2003.00645 (2020) - [i179]Hamid Shiri, Jihong Park, Mehdi Bennis:
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory. CoRR abs/2003.04451 (2020) - [i178]Dingzhu Wen, Mehdi Bennis, Kaibin Huang:
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning. CoRR abs/2003.04544 (2020) - [i177]Hamza Khan, M. Majid Butt, Sumudu Samarakoon, Philippe Sehier, Mehdi Bennis:
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation. CoRR abs/2003.05685 (2020) - [i176]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong:
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. CoRR abs/2003.07651 (2020) - [i175]Ramy Amer, Hesham ElSawy, M. Majid Butt, Eduard A. Jorswieck, Mehdi Bennis, Nicola Marchetti:
Optimized Caching and Spectrum Partitioning for D2D enabled Cellular Systems with Clustered Devices. CoRR abs/2003.10809 (2020) - [i174]Gilsoo Lee, Walid Saad, Mehdi Bennis:
An Online Framework for Ephemeral Edge Computing in the Internet of Things. CoRR abs/2004.08640 (2020) - [i173]Ella Peltonen, Mehdi Bennis, Michele Capobianco, Mérouane Debbah, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Pawel Sroka, Sasu Tarkoma, Tingting Yang:
6G White Paper on Edge Intelligence. CoRR abs/2004.14850 (2020) - [i172]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski:
Can Terahertz Provide High-Rate Reliable Low Latency Communications for Wireless VR? CoRR abs/2005.00536 (2020) - [i171]Chen-Feng Liu, Mehdi Bennis:
Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach. CoRR abs/2005.04728 (2020) - [i170]Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. CoRR abs/2005.06105 (2020) - [i169]Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko:
Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks. CoRR abs/2005.12521 (2020) - [i168]Myungjae Shin, Chihoon Hwang, Joongheon Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning. CoRR abs/2006.05148 (2020) - [i167]Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. CoRR abs/2006.09801 (2020) - [i166]Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis:
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. CoRR abs/2007.01790 (2020) - [i165]Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura:
Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction. CoRR abs/2007.08208 (2020) - [i164]Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Honggang Zhang, Mehdi Bennis, Hang Liu, Yusheng Ji:
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems. CoRR abs/2007.10129 (2020) - [i163]Reza Moosavi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali, Vahid Shah-Mansouri, Babak Hossein Khalaj, Mehdi Bennis:
Energy Efficiency Through Joint Routing and Function Placement in Different Modes of SDN/NFV Networks. CoRR abs/2007.13230 (2020) - [i162]Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. CoRR abs/2008.02608 (2020) - [i161]Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis:
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM. CoRR abs/2009.06459 (2020) - [i160]Dingzhu Wen, Ki Jun Jeon, Mehdi Bennis, Kaibin Huang:
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels. CoRR abs/2010.04061 (2020) - [i159]George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah:
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces. CoRR abs/2010.04376 (2020) - [i158]Takayuki Nishio, Yusuke Koda, Jihong Park, Mehdi Bennis, Klaus Doppler:
When Wireless Communications Meet Computer Vision in Beyond 5G. CoRR abs/2010.06188 (2020) - [i157]Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko:
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks. CoRR abs/2010.10138 (2020) - [i156]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV. CoRR abs/2011.01840 (2020) - [i155]Hyowoon Seo, Jihong Park, Seungeun Oh, Mehdi Bennis, Seong-Lyun Kim:
Federated Knowledge Distillation. CoRR abs/2011.02367 (2020) - [i154]Tamara Alshammari, Sumudu Samarakoon, Anis Elgabli, Mehdi Bennis:
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization. CoRR abs/2011.04345 (2020) - [i153]Mounssif Krouka, Anis Elgabli, Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Vaneet Aggarwal:
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming. CoRR abs/2011.06356 (2020) - [i152]Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. CoRR abs/2012.03414 (2020) - [i151]Yung-Lin Hsu, Chen-Feng Liu, Sumudu Samarakoon, Hung-Yu Wei, Mehdi Bennis:
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach. CoRR abs/2012.06860 (2020) - [i150]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. CoRR abs/2012.11971 (2020)
2010 – 2019
- 2019
- [j96]Tra Huong Thi Le, Nguyen Hoang Tran, Phuong Luu Vo, Zhu Han, Mehdi Bennis, Choong Seon Hong:
Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game. IEEE Access 7: 20773-20788 (2019) - [j95]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Young-Han Nam, Mérouane Debbah:
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems. IEEE Commun. Surv. Tutorials 21(3): 2334-2360 (2019) - [j94]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Anupam Kumar Bairagi, Choong Seon Hong:
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach. IEEE Commun. Lett. 23(4): 740-743 (2019) - [j93]Chen-Feng Liu, Mehdi Bennis:
Taming the Tail of Maximal Information Age in Wireless Industrial Networks. IEEE Commun. Lett. 23(12): 2442-2446 (2019) - [j92]Yanxiang Jiang, Xiaoting Cui, Mehdi Bennis, Fu-Chun Zheng, Baotian Fan, Xiaohu You:
Cooperative caching in fog radio access networks: a graph-based approach. IET Commun. 13(20): 3519-3528 (2019) - [j91]Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis:
Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning. IEEE Internet Things J. 6(3): 4005-4018 (2019) - [j90]Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Mehdi Bennis, Hang Liu, Yusheng Ji, Honggang Zhang:
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 37(10): 2377-2392 (2019) - [j89]Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis:
Wireless Edge Computing With Latency and Reliability Guarantees. Proc. IEEE 107(8): 1717-1737 (2019) - [j88]Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah, Andrea Conti, Santiago Mazuelas, Stefania Bartoletti, William C. Lindsey, Moe Z. Win, Yueping Zhang, Junfa Mao, Peter M. Grant, John S. Thompson:
Scanning the Issue. Proc. IEEE 107(11): 2202-2203 (2019) - [j87]Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah:
Wireless Network Intelligence at the Edge. Proc. IEEE 107(11): 2204-2239 (2019) - [j86]Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong:
Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication. IEEE Trans. Cogn. Commun. Netw. 5(4): 1073-1085 (2019) - [j85]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Communications and Control for Wireless Drone-Based Antenna Array. IEEE Trans. Commun. 67(1): 820-834 (2019) - [j84]Yanxiang Jiang, Miaoli Ma, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You:
User Preference Learning-Based Edge Caching for Fog Radio Access Network. IEEE Trans. Commun. 67(2): 1268-1283 (2019) - [j83]Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, H. Vincent Poor:
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing. IEEE Trans. Commun. 67(6): 4132-4150 (2019) - [j82]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems. IEEE Trans. Commun. 67(11): 7907-7922 (2019) - [j81]Xianfu Chen, Celimuge Wu, Mehdi Bennis, Zhifeng Zhao, Zhu Han:
Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective. IEEE Trans. Veh. Technol. 68(5): 4262-4274 (2019) - [j80]Mohammad Mozaffari, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network. IEEE Trans. Wirel. Commun. 18(1): 357-372 (2019) - [j79]Gilsoo Lee, Walid Saad, Mehdi Bennis:
An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency. IEEE Trans. Wirel. Commun. 18(4): 2244-2258 (2019) - [j78]Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho:
Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mm-wave Networks. IEEE Trans. Wirel. Commun. 18(4): 2431-2445 (2019) - [j77]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis:
Optimized Deployment of Millimeter Wave Networks for In-Venue Regions With Stochastic Users' Orientation. IEEE Trans. Wirel. Commun. 18(11): 5037-5049 (2019) - [j76]Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications. IEEE Wirel. Commun. 26(2): 109-115 (2019) - [j75]Yanxiang Jiang, Hui Ge, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You:
Power Control via Stackelberg Game for Small-Cell Networks. Wirel. Commun. Mob. Comput. 2019: 1401469:1-1401469:10 (2019) - [c134]Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura:
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction. CoNEXT Companion 2019: 54-56 - [c133]Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Tao Chen, Honggang Zhang, Mehdi Bennis:
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing. GLOBECOM 2019: 1-6 - [c132]Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Incentivize to Build: A Crowdsourcing Framework for Federated Learning. GLOBECOM 2019: 1-6 - [c131]Hamid Shiri, Jihong Park, Mehdi Bennis:
Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach. GLOBECOM 2019: 1-6 - [c130]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis:
Ultra-Reliable Millimeter-Wave Communications Using an Artificial Intelligence-Powered Reflector. GLOBECOM 2019: 1-6 - [c129]Chengyu Xia, Yanxiang Jiang, Mugen Peng, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You:
Cooperative Edge Caching in Fog Radio Access Networks: A Pigeon Inspired Optimization Approach. GLOBECOM 2019: 1-6 - [c128]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Dependence Control for Reliability Optimization in Vehicular Networks. GLOBECOM 2019: 1-6 - [c127]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors. GLOBECOM 2019: 1-6 - [c126]Xianfu Chen, Celimuge Wu, Honggang Zhang, Yan Zhang, Mehdi Bennis, Heli Vuojala:
Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications. ICC 2019: 1-6 - [c125]Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mehdi Bennis, Mark R. Bell:
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications. ICC 2019: 1-6 - [c124]Hui Ge, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You:
Edge Caching Resource Allocation in Fog Radio Access Networks: An Incentive Mechanism Based Approach. ICC Workshops 2019: 1-6 - [c123]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Joint Communication and Control System Design for Connected and Autonomous Vehicle Navigation. ICC 2019: 1-6 - [c122]Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis:
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks. ISCC 2019: 1-6 - [c121]Tachporn Sanguanpuak, Dusit Niyato, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho:
Resource virtualization with edge caching and latency constraint for local B5G operator. ISWCS 2019: 250-254 - [c120]Liuyang Lu, Yanxiang Jiang, Mehdi Bennis, Zhiguo Ding, Fu-Chun Zheng, Xiaohu You:
Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks. VTC Spring 2019: 1-6 - [c119]Navuday Sharma, Muhammad Mahtab Alam, Yannick Le Moullec, Hassan Malik, Mehdi Bennis, Sven Pärand:
Dynamic Radio Frame Configuration by Exploiting Uplink Control Channel for URLLC. WCNC Workshops 2019: 1-6 - [i149]Yanxiang Jiang, Wenlong Huang, Mehdi Bennis, Fu-Chun Zheng:
Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks. CoRR abs/1901.04476 (2019) - [i148]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Anupam Kumar Bairagi, Choong Seon Hong:
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach. CoRR abs/1902.01648 (2019) - [i147]Faisal Tariq, Muhammad R. A. Khandaker, Kai-Kit Wong, Muhammad Ali Imran, Mehdi Bennis, Mérouane Debbah:
A Speculative Study on 6G. CoRR abs/1902.06700 (2019) - [i146]Walid Saad, Mehdi Bennis, Mingzhe Chen:
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems. CoRR abs/1902.10265 (2019) - [i145]Liuyang Lu, Yanxiang Jiang, Mehdi Bennis, Zhiguo Ding, Fu-Chun Zheng, Xiaohu You:
Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks. CoRR abs/1902.10574 (2019) - [i144]Anis Elgabli, Ali A. Elghariani, Vaneet Aggarwal, Mehdi Bennis, Mark R. Bell:
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications. CoRR abs/1903.00738 (2019) - [i143]Yanxiang Jiang, Xiaoting Cui, Mehdi Bennis, Fu-Chun Zheng:
Cooperative Caching in Fog Radio Access Networks: A Graph-based Approach. CoRR abs/1903.01858 (2019) - [i142]Hamid Shiri, Jihong Park, Mehdi Bennis:
Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach. CoRR abs/1905.04152 (2019) - [i141]Mohammed Saad ElBamby, Cristina Perfecto, Chen-Feng Liu, Jihong Park, Sumudu Samarakoon, Xianfu Chen, Mehdi Bennis:
Wireless Edge Computing with Latency and Reliability Guarantees. CoRR abs/1905.05316 (2019) - [i140]Hamza Khan, Petri Luoto, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho:
Network Slicing for Vehicular Communication. CoRR abs/1905.09578 (2019) - [i139]Xianfu Chen, Celimuge Wu, Honggang Zhang, Yan Zhang, Mehdi Bennis, Heli Vuojala:
Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications. CoRR abs/1906.00625 (2019) - [i138]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis:
Optimized Deployment of Millimeter Wave Networks for In-venue Regions with Stochastic Users' Orientation. CoRR abs/1906.02491 (2019) - [i137]Gilsoo Lee, Jihong Park, Walid Saad, Mehdi Bennis:
Performance Analysis of Blockchain Systems with Wireless Mobile Miners. CoRR abs/1906.06759 (2019) - [i136]Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Multi-hop Federated Private Data Augmentation with Sample Compression. CoRR abs/1907.06426 (2019) - [i135]Han Cha, Jihong Park, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis:
Federated Reinforcement Distillation with Proxy Experience Memory. CoRR abs/1907.06536 (2019) - [i134]Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi:
Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems. CoRR abs/1907.08116 (2019) - [i133]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Dependence Control for Reliability Optimization in Vehicular Networks. CoRR abs/1908.01182 (2019) - [i132]Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis:
Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective. CoRR abs/1908.02047 (2019) - [i131]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors. CoRR abs/1908.03271 (2019) - [i130]Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis:
Distilling On-Device Intelligence at the Network Edge. CoRR abs/1908.05895 (2019) - [i129]Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Tao Chen, Honggang Zhang, Mehdi Bennis:
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing. CoRR abs/1908.07326 (2019) - [i128]Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning. CoRR abs/1909.00047 (2019) - [i127]Chen-Feng Liu, Mehdi Bennis:
Taming the Tail of Maximal Information Age in Wireless Industrial Networks. CoRR abs/1909.04335 (2019) - [i126]Hamid Shiri, Jihong Park, Mehdi Bennis:
Remote UAV Online Path Planning via Neural Network Based Opportunistic Control. CoRR abs/1910.04969 (2019) - [i125]Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. CoRR abs/1910.10453 (2019) - [i124]Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong:
A Crowdsourcing Framework for On-Device Federated Learning. CoRR abs/1911.01046 (2019) - [i123]Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura:
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction. CoRR abs/1911.01682 (2019) - [i122]Anis Elgabli, Jihong Park, Sabbir Ahmed, Mehdi Bennis:
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning. CoRR abs/1911.03654 (2019) - [i121]Xianfu Chen, Tao Chen, Zhifeng Zhao, Honggang Zhang, Mehdi Bennis, Yusheng Ji:
Resource Awareness in Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems. CoRR abs/1911.07653 (2019) - [i120]Seungmo Kim, Mehdi Bennis:
Spatiotemporal Analysis on Broadcast Performance of DSRC with External Interference in 5.9 GHz Band. CoRR abs/1912.02537 (2019) - [i119]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach. CoRR abs/1912.03359 (2019) - [i118]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. CoRR abs/1912.04977 (2019) - [i117]Sadeep Batewela, Chen-Feng Liu, Mehdi Bennis, Himal A. Suraweera, Choong Seon Hong:
Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing. CoRR abs/1912.07828 (2019) - [i116]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad:
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks. CoRR abs/1912.07981 (2019) - 2018
- [j74]Muhammad Ikram Ashraf, Chen-Feng Liu, Mehdi Bennis, Walid Saad, Choong Seon Hong:
Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks. IEEE Access 6: 63843-63858 (2018) - [j73]Haijun Zhang, Chunxiao Jiang, Mehdi Bennis, Mérouane Debbah, Zhu Han, Victor C. M. Leung:
Heterogeneous Ultra Dense Networks: Part 2. IEEE Commun. Mag. 56(6): 12-13 (2018) - [j72]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho, Choong Seon Hong:
Proactive edge computing in fog networks with latency and reliability guarantees. EURASIP J. Wirel. Commun. Netw. 2018: 209 (2018) - [j71]Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seon Hong:
Learning-Based Caching in Cloud-Aided Wireless Networks. IEEE Commun. Lett. 22(1): 137-140 (2018) - [j70]Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong:
Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach. IEEE Commun. Lett. 22(4): 708-711 (2018) - [j69]Chen-Feng Liu, Mehdi Bennis:
Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach. IEEE Commun. Lett. 22(6): 1292-1295 (2018) - [j68]Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler:
Toward Low-Latency and Ultra-Reliable Virtual Reality. IEEE Netw. 32(2): 78-84 (2018) - [j67]H. Joel Trussell, Yongpeng Wu, Chengshan Xiao, Zhi Ding, Xiqi Gao, Shi Jin, Mehdi Bennis, Mérouane Debbah, H. Vincent Poor, Mark Schubin:
Scanning the Issue. Proc. IEEE 106(10): 1777-1778 (2018) - [j66]Mehdi Bennis, Mérouane Debbah, H. Vincent Poor:
Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale. Proc. IEEE 106(10): 1834-1853 (2018) - [j65]Xianfu Chen, Zhu Han, Honggang Zhang, Guoliang Xue, Yong Xiao, Mehdi Bennis:
Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning. IEEE Trans. Mob. Comput. 17(4): 961-974 (2018) - [j64]Ruozhou Yu, Guoliang Xue, Mehdi Bennis, Xianfu Chen, Zhu Han:
HSDRAN: Hierarchical Software-Defined Radio Access Network for Distributed Optimization. IEEE Trans. Veh. Technol. 67(9): 8623-8636 (2018) - [j63]Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor:
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling. IEEE Trans. Wirel. Commun. 17(1): 533-547 (2018) - [j62]Omid Semiari, Walid Saad, Mehdi Bennis, Behrouz Maham:
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks. IEEE Trans. Wirel. Commun. 17(2): 779-793 (2018) - [j61]Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti:
Inter-Cluster Cooperation for Wireless D2D Caching Networks. IEEE Trans. Wirel. Commun. 17(9): 6108-6121 (2018) - [c118]Tengchan Zeng, Mohammad Mozaffari, Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Wireless Communications and Control for Swarms of Cellular-Connected UAVs. ACSSC 2018: 719-723 - [c117]Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi:
Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology. DySPAN 2018: 1-7 - [c116]Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail. GLOBECOM 2018: 1-7 - [c115]Ramy Amer, M. Majid Butt, Hesham ElSawy, Mehdi Bennis, Jacek Kibilda, Nicola Marchetti:
On Minimizing Energy Consumption for D2D Clustered Caching Networks. GLOBECOM 2018: 1-6 - [c114]Safaa Driouech, Essaid Sabir, Mehdi Bennis, Halima Elbiaze:
A Quitting Game Framework for Self-Organized D2D Mobile Relaying in 5G. GLOBECOM 2018: 1-7 - [c113]Yung-Lin Hsu, Hung-Yu Wei, Mehdi Bennis:
Green Fog Offloading Strategy for Heterogeneous Wireless Edge Networks. GLOBECOM Workshops 2018: 1-6 - [c112]Gilsoo Lee, Walid Saad, Mehdi Bennis:
Online Optimization for UAV-Assisted Distributed Fog Computing in Smart Factories of Industry 4.0. GLOBECOM 2018: 1-6 - [c111]Mohammad Mozaffari, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
3D Cellular Network Architecture with Drones for beyond 5G. GLOBECOM 2018: 1-6 - [c110]Jihong Park, Mehdi Bennis:
URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems. GLOBECOM 2018: 1-7 - [c109]Aoao Peng, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You:
Performance Analysis and Caching Design in Fog Radio Access Networks. GLOBECOM Workshops 2018: 1-6 - [c108]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Federated Learning for Ultra-Reliable Low-Latency V2V Communications. GLOBECOM 2018: 1-7 - [c107]Qianqian Zhang, Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Machine Learning for Predictive On-Demand Deployment of Uavs for Wireless Communications. GLOBECOM 2018: 1-6 - [c106]Kenza Hamidouche, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems. ICC Workshops 2018: 1-6 - [c105]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Drone-Based Antenna Array for Service Time Minimization in Wireless Networks. ICC 2018: 1-6 - [c104]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Integrated Communications and Control Co-Design for Wireless Vehicular Platoon Systems. ICC 2018: 1-6 - [c103]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. SPAWC 2018: 1-5 - [c102]Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis:
Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning. VTC Fall 2018: 1-6 - [c101]Yabai Hu, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng:
Distributed Edge Caching in Ultra-Dense Fog Radio Access Networks: A Mean Field Approach. VTC Fall 2018: 1-6 - [c100]Wenlong Huang, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Haris Gacanin, Xiaohu You:
Decentralized Asynchronous Coded Caching in Fog-RAN. VTC Fall 2018: 1-6 - [c99]Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler:
Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord. WCNC 2018: 1-6 - [c98]Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho:
Path selection and rate allocation in self-backhauled mmWave networks. WCNC 2018: 1-6 - [i115]Mehdi Bennis, Mérouane Debbah, H. Vincent Poor:
Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale. CoRR abs/1801.01270 (2018) - [i114]Yanxiang Jiang, Miaoli Ma, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You:
User Preference Learning Based Edge Caching for Fog-RAN. CoRR abs/1801.06449 (2018) - [i113]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. CoRR abs/1801.07367 (2018) - [i112]Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler:
Towards Low-Latency and Ultra-Reliable Virtual Reality. CoRR abs/1801.07587 (2018) - [i111]Mohammed Saad ElBamby, Cristina Perfecto, Mehdi Bennis, Klaus Doppler:
Edge Computing Meets Millimeter-wave Enabled VR: Paving the Way to Cutting the Cord. CoRR abs/1801.07614 (2018) - [i110]Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho:
Path Selection and Rate Allocation in Self-Backhauled mmWave Networks. CoRR abs/1802.02085 (2018) - [i109]Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications. CoRR abs/1802.03837 (2018) - [i108]Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong:
Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach. CoRR abs/1802.03878 (2018) - [i107]Yanxiang Jiang, Hui Ge, Mehdi Bennis, Fu-Chun Zheng, Xiaohu You:
Power Control via Stackelberg Game for Small-Cell Networks. CoRR abs/1802.04775 (2018) - [i106]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Young-Han Nam, Mérouane Debbah:
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems. CoRR abs/1803.00680 (2018) - [i105]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. CoRR abs/1803.03285 (2018) - [i104]Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis:
Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning. CoRR abs/1804.00514 (2018) - [i103]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems. CoRR abs/1804.05290 (2018) - [i102]Chen-Feng Liu, Mehdi Bennis:
Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach. CoRR abs/1804.06368 (2018) - [i101]Qianqian Zhang, Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications. CoRR abs/1805.00061 (2018) - [i100]Jihong Park, Mehdi Bennis:
URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems. CoRR abs/1805.00142 (2018) - [i99]Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis:
Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning. CoRR abs/1805.06146 (2018) - [i98]Mohammad Mozaffari, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Beyond 5G with UAVs: Foundations of a 3D Wireless Cellular Network. CoRR abs/1805.06532 (2018) - [i97]Trung Kien Vu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho:
Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mmWave Networks. CoRR abs/1805.07743 (2018) - [i96]Hamza Khan, Petri Luoto, Mehdi Bennis, Matti Latva-aho:
On the Application of Network Slicing for 5G-V2X. CoRR abs/1805.07829 (2018) - [i95]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Federated Learning for Ultra-Reliable Low-Latency V2V Communications. CoRR abs/1805.09253 (2018) - [i94]Yabai Hu, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng:
Distributed Edge Caching in Ultra-dense Fog Radio Access Networks: A Mean Field Approach. CoRR abs/1806.09076 (2018) - [i93]Wenlong Huang, Yanxiang Jiang, Mehdi Bennis, Fu-Chun Zheng, Haris Gacanin, Xiaohu You:
Decentralized Asynchronous Coded Caching in Fog-RAN. CoRR abs/1806.09094 (2018) - [i92]Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti:
Inter-cluster Cooperation for Wireless D2D Caching Networks. CoRR abs/1807.01163 (2018) - [i91]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. CoRR abs/1807.08127 (2018) - [i90]Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Mehdi Bennis, Hang Liu, Yusheng Ji, Honggang Zhang:
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach. CoRR abs/1807.09350 (2018) - [i89]Ramy Amer, M. Majid Butt, Hesham ElSawy, Mehdi Bennis, Jacek Kibilda, Nicola Marchetti:
On Minimizing Energy Consumption for D2D Clustered Caching Networks. CoRR abs/1808.03050 (2018) - [i88]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
On-Device Federated Learning via Blockchain and its Latency Analysis. CoRR abs/1808.03949 (2018) - [i87]Hyowoon Seo, Jihong Park, Mehdi Bennis, Wan Choi:
Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology. CoRR abs/1808.08356 (2018) - [i86]Tachporn Sanguanpuak, Nandana Rajatheva, Mehdi Bennis, Dusit Niyato, Matti Latva-aho:
Multi-operator spectrum sharing using matching game in small cells network. CoRR abs/1808.08852 (2018) - [i85]Xianfu Chen, Celimuge Wu, Mehdi Bennis, Zhifeng Zhao, Zhu Han:
Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective. CoRR abs/1809.00317 (2018) - [i84]Kenza Hamidouche, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Collaborative Artificial Intelligence (AI) for User-Cell association in Ultra-Dense Cellular Systems. CoRR abs/1809.01254 (2018) - [i83]Qianqian Zhang, Walid Saad, Mehdi Bennis, Xing Lu, Mérouane Debbah, Wangda Zuo:
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory. CoRR abs/1811.01149 (2018) - [i82]Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail. CoRR abs/1811.03981 (2018) - [i81]Anis Elgabli, Hamza Khan, Mounssif Krouka, Mehdi Bennis:
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks. CoRR abs/1811.06776 (2018) - [i80]Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis:
Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework. CoRR abs/1811.07388 (2018) - [i79]Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data. CoRR abs/1811.11479 (2018) - [i78]Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah:
Wireless Network Intelligence at the Edge. CoRR abs/1812.02858 (2018) - [i77]Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, H. Vincent Poor:
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing. CoRR abs/1812.08076 (2018) - 2017
- [j60]Ejder Bastug, Mehdi Bennis, Muriel Médard, Mérouane Debbah:
Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers. IEEE Commun. Mag. 55(6): 110-117 (2017) - [j59]Haijun Zhang, Chunxiao Jiang, Mehdi Bennis, Mérouane Debbah, Zhu Han, Victor C. M. Leung:
Heterogeneous Ultra-Dense Networks: Part 1. IEEE Commun. Mag. 55(12): 68-69 (2017) - [j58]Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong:
Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks. IEEE Commun. Lett. 21(9): 2041-2044 (2017) - [j57]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks. IEEE Commun. Lett. 21(9): 2053-2056 (2017) - [j56]Luca Sanguinetti, Tansu Alpcan, Tamer Basar, Mehdi Bennis, Randall A. Berry, Jianwei Huang, Walid Saad:
Guest Editorial Game Theory for Networks, Part I. IEEE J. Sel. Areas Commun. 35(2): 245-248 (2017) - [j55]Luca Sanguinetti, Tansu Alpcan, Tamer Basar, Mehdi Bennis, Randall A. Berry, Jianwei Huang, Walid Saad:
Guest Editorial Game Theory for Networks, Part II. IEEE J. Sel. Areas Commun. 35(3): 529-533 (2017) - [j54]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment. IEEE J. Sel. Areas Commun. 35(9): 2148-2162 (2017) - [j53]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Resource Optimization and Power Allocation in In-Band Full Duplex-Enabled Non-Orthogonal Multiple Access Networks. IEEE J. Sel. Areas Commun. 35(12): 2860-2873 (2017) - [j52]Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho:
Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks. IEEE Trans. Mob. Comput. 16(12): 3347-3360 (2017) - [j51]Meng Zhang, Ming Ding, Lin Gui, Hanwen Luo, Mehdi Bennis:
Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks. IEEE Trans. Veh. Technol. 66(5): 4098-4109 (2017) - [j50]Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz, Choong Seon Hong:
Dynamic Clustering and User Association in Wireless Small-Cell Networks With Social Considerations. IEEE Trans. Veh. Technol. 66(7): 6553-6568 (2017) - [j49]Yanxiang Jiang, Ningning Lu, Yan Chen, Fuchun Zheng, Mehdi Bennis, Xiqi Gao, Xiaohu You:
Energy-Efficient Noncooperative Power Control in Small-Cell Networks. IEEE Trans. Veh. Technol. 66(8): 7540-7547 (2017) - [j48]Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi:
Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations. IEEE Trans. Wirel. Commun. 16(5): 2976-2990 (2017) - [j47]Tachporn Sanguanpuak, Sudarshan Guruacharya, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho:
Multi-Operator Spectrum Sharing for Small Cell Networks: A Matching Game Perspective. IEEE Trans. Wirel. Commun. 16(6): 3761-3774 (2017) - [j46]Omid Semiari, Walid Saad, Mehdi Bennis:
Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks With Dual-Mode Base Stations. IEEE Trans. Wirel. Commun. 16(7): 4802-4816 (2017) - [j45]Omid Semiari, Walid Saad, Mehdi Bennis, Zaher Dawy:
Inter-Operator Resource Management for Millimeter Wave Multi-Hop Backhaul Networks. IEEE Trans. Wirel. Commun. 16(8): 5258-5272 (2017) - [j44]Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho:
Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks. IEEE Trans. Wirel. Commun. 16(9): 6032-6046 (2017) - [j43]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications. IEEE Trans. Wirel. Commun. 16(11): 7574-7589 (2017) - [j42]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization. IEEE Trans. Wirel. Commun. 16(12): 8052-8066 (2017) - [j41]M. G. S. Sriyananda, Mehdi Bennis:
Learning-Based Small Cell Traffic Balancing Over Licensed and Unlicensed Bands. IEEE Wirel. Commun. Lett. 6(5): 694-697 (2017) - [c97]Muhammad Ikram Ashraf, Chen-Feng Liu, Mehdi Bennis, Walid Saad:
Towards low-latency and ultra-reliable vehicle-to-vehicle communication. EuCNC 2017: 1-5 - [c96]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad:
Proactive edge computing in latency-constrained fog networks. EuCNC 2017: 1-6 - [c95]Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho:
Vehicle clustering for improving enhanced LTE-V2X network performance. EuCNC 2017: 1-5 - [c94]Petri Luoto, Antti Roivainen, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho:
System level analysis of multi-operator small cell network at 10 GHz. EuCNC 2017: 1-5 - [c93]Ilmari Maskulainen, Petri Luoto, Pekka Pirinen, Mehdi Bennis, Kari Horneman, Matti Latva-aho:
Performance evaluation of adaptive beamforming in 5G-V2X networks. EuCNC 2017: 1-5 - [c92]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. EuCNC 2017: 1-6 - [c91]Gilsoo Lee, Walid Saad, Mehdi Bennis:
Online optimization for low-latency computational caching in Fog networks. FWC 2017: 1-6 - [c90]Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti:
Delay Analysis for Wireless D2D Caching with Inter-Cluster Cooperation. GLOBECOM 2017: 1-7 - [c89]Xianfu Chen, Celimuge Wu, Mehdi Bennis:
An Oblivious Game-Theoretic Approach for Wireless Scheduling in V2V Communications. GLOBECOM 2017: 1-6 - [c88]Yanxiang Jiang, Miaoli Ma, Mehdi Bennis, Fuchun Zheng, Xiaohu You:
A Novel Caching Policy with Content Popularity Prediction and User Preference Learning in Fog-RAN. GLOBECOM Workshops 2017: 1-6 - [c87]Tra Huong Thi Le, Nguyen Hoang Tran, Phuong Luu Vo, Zhu Han, Mehdi Bennis, Choong Seon Hong:
Contract-Based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing. GLOBECOM 2017: 1-6 - [c86]Chen-Feng Liu, Mehdi Bennis, H. Vincent Poor:
Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing. GLOBECOM Workshops 2017: 1-7 - [c85]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Performance Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints. GLOBECOM 2017: 1-6 - [c84]Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks. GLOBECOM 2017: 1-7 - [c83]Omid Semiari, Walid Saad, Mehdi Bennis, Behrouz Maham:
Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover. GLOBECOM 2017: 1-6 - [c82]Qianqian Zhang, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Network Formation Game for Multi-Hop Wearable Communications over Millimeter Wave Frequencies. GLOBECOM 2017: 1-6 - [c81]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Ultra-dense edge caching under spatio-temporal demand and network dynamics. ICC 2017: 1-7 - [c80]Gilsoo Lee, Walid Saad, Mehdi Bennis:
An online secretary framework for fog network formation with minimal latency. ICC 2017: 1-6 - [c79]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications. ICIN 2017: 1-8 - [c78]Mohammad Reza Mardani, Salman Mohebi, Behrouz Maham, Mehdi Bennis:
Delay-sensitive resource allocation for relay-aided M2M communication over LTE-advanced networks. ISCC 2017: 1033-1038 - [c77]Xianfu Chen, Zhu Han, Zheng Chang, Guoliang Xue, Honggang Zhang, Mehdi Bennis:
Adapting Downlink Power in Fronthaul-Constrained Hierarchical Software-Defined RANs. WCNC 2017: 1-6 - [i76]Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis:
Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks. CoRR abs/1701.01321 (2017) - [i75]Omid Semiari, Walid Saad, Mehdi Bennis:
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks. CoRR abs/1701.05125 (2017) - [i74]Gilsoo Lee, Walid Saad, Mehdi Bennis:
An Online Secretary Framework for Fog Network Formation with Minimal Latency. CoRR abs/1702.05569 (2017) - [i73]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics. CoRR abs/1703.01038 (2017) - [i72]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications. CoRR abs/1703.05401 (2017) - [i71]Yanxiang Jiang, Ningning Lu, Yan Chen, Mehdi Bennis, Fu-Chun Zheng, Xiqi Gao, Xiaohu You:
Energy Efficient Non-Cooperative Power Control in Small Cell Networks. CoRR abs/1703.06824 (2017) - [i70]Omid Semiari, Walid Saad, Mehdi Bennis, Zaher Dawy:
Inter-Operator Resource Management for Millimeter Wave, Multi-Hop Backhaul Networks. CoRR abs/1704.03620 (2017) - [i69]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Wireless Communication using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization. CoRR abs/1704.04813 (2017) - [i68]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad:
Proactive Edge Computing in Latency-Constrained Fog Networks. CoRR abs/1704.06749 (2017) - [i67]Muhammad Ikram Ashraf, Chen-Feng Liu, Mehdi Bennis, Walid Saad:
Towards Low-Latency and Ultra-Reliable Vehicle-to-Vehicle Communication. CoRR abs/1704.06894 (2017) - [i66]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications. CoRR abs/1704.07553 (2017) - [i65]Trung Kien Vu, Chen-Feng Liu, Mehdi Bennis, Mérouane Debbah, Matti Latva-aho, Choong Seon Hong:
Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks. CoRR abs/1705.06907 (2017) - [i64]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks. CoRR abs/1705.09748 (2017) - [i63]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Resource Optimization and Power Allocation in In-band Full Duplex (IBFD)-Enabled Non-Orthogonal Multiple Access Networks. CoRR abs/1706.05583 (2017) - [i62]Ramy Amer, M. Majid Butt, Mehdi Bennis, Nicola Marchetti:
Delay Analysis for Wireless D2D Caching with Inter-cluster Cooperation. CoRR abs/1708.07088 (2017) - [i61]Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks. CoRR abs/1709.00988 (2017) - [i60]Omid Semiari, Walid Saad, Mehdi Bennis, Behrouz Maham:
Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover. CoRR abs/1709.01075 (2017) - [i59]Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seong Hong:
Learning-based Caching in Cloud-Aided Wireless Networks. CoRR abs/1710.00506 (2017) - [i58]Chen-Feng Liu, Mehdi Bennis, H. Vincent Poor:
Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing. CoRR abs/1710.00590 (2017) - [i57]Gilsoo Lee, Walid Saad, Mehdi Bennis:
An Online Optimization Framework for Distributed Fog Network Formation with Minimal Latency. CoRR abs/1710.05239 (2017) - [i56]Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor:
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling. CoRR abs/1710.10217 (2017) - [i55]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Communications and Control for Wireless Drone-Based Antenna Array. CoRR abs/1712.10291 (2017) - 2016
- [j40]Ismail Güvenç, Walid Saad, Mehdi Bennis, Christian Wietfeld, Ming Ding, Lee Pike:
Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial]. IEEE Commun. Mag. 54(5): 24-25 (2016) - [j39]Engin Zeydan, Ejder Bastug, Mehdi Bennis, Manhal Abdel Kader, Ilyas Alper Karatepe, Ahmet Salih Er, Mérouane Debbah:
Big data caching for networking: moving from cloud to edge. IEEE Commun. Mag. 54(9): 36-42 (2016) - [j38]Mohammad Robat Mili, Khairi Ashour Hamdi, Farokh Marvasti, Mehdi Bennis:
Joint Optimization for Optimal Power Allocation in OFDMA Femtocell Networks. IEEE Commun. Lett. 20(1): 133-136 (2016) - [j37]Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro H. J. Nardelli, Matti Latva-aho:
Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff. IEEE Commun. Lett. 20(6): 1175-1178 (2016) - [j36]Vishal Sharma, Mehdi Bennis, Rajesh Kumar:
UAV-Assisted Heterogeneous Networks for Capacity Enhancement. IEEE Commun. Lett. 20(6): 1207-1210 (2016) - [j35]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage. IEEE Commun. Lett. 20(8): 1647-1650 (2016) - [j34]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency. IEEE J. Sel. Areas Commun. 34(5): 1267-1280 (2016) - [j33]Imtiaz Parvez, M. G. S. Sriyananda, Ismail Güvenç, Mehdi Bennis, Arif I. Sarwat:
CBRS Spectrum Sharing between LTE-U and WiFi: A Multiarmed Bandit Approach. Mob. Inf. Syst. 2016: 5909801:1-5909801:12 (2016) - [j32]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks. IEEE Trans. Wirel. Commun. 15(3): 2164-2178 (2016) - [j31]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs. IEEE Trans. Wirel. Commun. 15(6): 3949-3963 (2016) - [j30]Mohammad Robat Mili, Peyman Tehrani, Mehdi Bennis:
Energy-Efficient Power Allocation in OFDMA D2D Communication by Multiobjective Optimization. IEEE Wirel. Commun. Lett. 5(6): 668-671 (2016) - [c76]Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad:
Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications. GLOBECOM Workshops 2016: 1-6 - [c75]Dasun Athukoralage, Ismail Güvenç, Walid Saad, Mehdi Bennis:
Regret Based Learning for UAV Assisted LTE-U/WiFi Public Safety Networks. GLOBECOM 2016: 1-7 - [c74]Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi:
Online Channel Allocation for Full-Duplex Device-to-Device Communications. GLOBECOM Workshops 2016: 1-6 - [c73]Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis:
Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks. GLOBECOM Workshops 2016: 1-6 - [c72]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture? GLOBECOM 2016: 1-6 - [c71]Jihong Park, Sang Yeob Jung, Seong-Lyun Kim, Mehdi Bennis, Mérouane Debbah:
User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics. GLOBECOM 2016: 1-6 - [c70]Jihong Park, Seong-Lyun Kim, Mehdi Bennis, Mérouane Debbah:
Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks. GLOBECOM 2016: 1-7 - [c69]Omid Semiari, Walid Saad, Mehdi Bennis:
Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks. GLOBECOM 2016: 1-6 - [c68]Qianqian Zhang, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications. GLOBECOM 2016: 1-6 - [c67]Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi:
Online ski rental for scheduling self-powered, energy harvesting small base stations. ICC 2016: 1-6 - [c66]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Optimal transport theory for power-efficient deployment of unmanned aerial vehicles. ICC 2016: 1-6 - [c65]Dusit Niyato, Dong In Kim, Ping Wang, Mehdi Bennis:
Joint admission control and content caching policy for energy harvesting access points. ICC 2016: 1-6 - [c64]Tachporn Sanguanpuak, Sudarshan Guruacharya, Nandana Rajatheva, Mehdi Bennis, Dusit Niyato, Matti Latva-aho:
Multi-operator spectrum sharing using matching game in small cells network. ICC 2016: 1-6 - [c63]Omid Semiari, Walid Saad, Mehdi Bennis:
Context-aware scheduling of joint millimeter wave and microwave resources for dual-mode base stations. ICC 2016: 1-6 - [c62]Ruozhou Yu, Shuang Qin, Mehdi Bennis, Xianfu Chen, Gang Feng, Zhu Han, Guoliang Xue:
Enhancing software-defined RAN with collaborative caching and scalable video coding. ICC 2016: 1-6 - [c61]Ejder Bastug, Mehdi Bennis, Marios Kountouris, Mérouane Debbah:
Edge caching for coverage and capacity-aided heterogeneous networks. ISIT 2016: 285-289 - [c60]Ejder Bastug, Marios Kountouris, Mehdi Bennis, Mérouane Debbah:
On the delay of geographical caching methods in two-tiered heterogeneous networks. SPAWC 2016: 1-5 - [c59]M. G. S. Sriyananda, Imtiaz Parvez, Ismail Güvenç, Mehdi Bennis, Arif I. Sarwat:
Multi-armed bandit for LTE-U and WiFi coexistence in unlicensed bands. WCNC 2016: 1-6 - [i54]Gilsoo Lee, Walid Saad, Mehdi Bennis, Abolfazl Mehbodniya, Fumiyuki Adachi:
Online Ski Rental for ON/OFF Scheduling of Energy Harvesting, Millimeter Wave Base Stations. CoRR abs/1602.00639 (2016) - [i53]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Optimal Transport Theory for Power-Efficient Deployment of Unmanned Aerial Vehicles. CoRR abs/1602.01532 (2016) - [i52]Omid Semiari, Walid Saad, Mehdi Bennis:
Context-Aware Scheduling of Joint Millimeter Wave and Microwave Resources for Dual-Mode Base Stations. CoRR abs/1602.01565 (2016) - [i51]Ejder Bastug, Mehdi Bennis, Engin Zeydan, Manhal Abdel Kader, Alper Karatepe, Ahmet Salih Er, Mérouane Debbah:
Big Data Meets Telcos: A Proactive Caching Perspective. CoRR abs/1602.06215 (2016) - [i50]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Ultra Dense Small Cell Networks: Turning Density into Energy Efficiency. CoRR abs/1603.03682 (2016) - [i49]Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro H. J. Nardelli, Matti Latva-aho:
Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff. CoRR abs/1603.04574 (2016) - [i48]Vishal Sharma, Mehdi Bennis, Rajesh Kumar:
UAV-Assisted Heterogeneous Networks for Capacity Enhancement. CoRR abs/1604.02559 (2016) - [i47]Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho:
Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks. CoRR abs/1604.02750 (2016) - [i46]Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz:
Exploring Social Networks for Optimized User Association in Wireless Small Cell Networks with Device-to-Device Communications. CoRR abs/1604.08727 (2016) - [i45]Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Kari Horneman, Matti Latva-aho:
System Level Performance Evaluation of LTE-V2X Network. CoRR abs/1604.08734 (2016) - [i44]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks. CoRR abs/1604.08744 (2016) - [i43]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Opportunistic Sleep Mode Strategies in Wireless Small Cell Networks. CoRR abs/1604.08756 (2016) - [i42]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Dynamic Clustering and Sleep Mode Strategies for Small Cell Networks. CoRR abs/1604.08758 (2016) - [i41]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach. CoRR abs/1604.08763 (2016) - [i40]Ejder Bastug, Mehdi Bennis, Marios Kountouris, Mérouane Debbah:
Edge Caching for Coverage and Capacity-aided Heterogeneous Networks. CoRR abs/1605.00319 (2016) - [i39]Ejder Bastug, Marios Kountouris, Mehdi Bennis, Mérouane Debbah:
On the Delay of Geographical Caching Methods in Two-Tiered Heterogeneous Networks. CoRR abs/1605.01110 (2016) - [i38]Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis:
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach. CoRR abs/1605.05522 (2016) - [i37]Sumudu Samarakoon, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho:
Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables. CoRR abs/1605.09409 (2016) - [i36]Engin Zeydan, Ejder Bastug, Mehdi Bennis, Manhal Abdel Kader, Alper Karatepe, Ahmet Salih Er, Mérouane Debbah:
Big Data Caching for Networking: Moving from Cloud to Edge. CoRR abs/1606.01581 (2016) - [i35]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage. CoRR abs/1606.01962 (2016) - [i34]Jihong Park, Sang Yeob Jung, Seong-Lyun Kim, Mehdi Bennis, Mérouane Debbah:
User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics. CoRR abs/1606.05673 (2016) - [i33]Omid Semiari, Walid Saad, Mehdi Bennis:
Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks with Dual-Mode Base Stations. CoRR abs/1606.08971 (2016) - [i32]Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks. CoRR abs/1607.00500 (2016) - [i31]Omid Semiari, Walid Saad, Mehdi Bennis:
Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks. CoRR abs/1607.01872 (2016) - [i30]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture? CoRR abs/1607.02766 (2016) - [i29]Tachporn Sanguanpuak, Sudarshan Guruacharya, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho:
Multi-Operator Spectrum Sharing for Small Cell Networks : A Matching Game Perspective. CoRR abs/1608.05176 (2016) - [i28]Muhammad Ikram Ashraf, Mehdi Bennis, Cristina Perfecto, Walid Saad:
Dynamic Proximity-aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications. CoRR abs/1609.03717 (2016) - [i27]Qianqian Zhang, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications. CoRR abs/1610.01982 (2016) - [i26]Trung Kien Vu, Mehdi Bennis, Sumudu Samarakoon, Mérouane Debbah, Matti Latva-aho:
Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks. CoRR abs/1611.04821 (2016) - [i25]Ejder Bastug, Mehdi Bennis, Muriel Médard, Mérouane Debbah:
Towards Interconnected Virtual Reality: Opportunities, Challenges and Enablers. CoRR abs/1611.05356 (2016) - [i24]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
Millimeter Wave V2V Communications: Distributed Association and Beam Alignment. CoRR abs/1612.04217 (2016) - [i23]Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz, Choong Seong Hong:
Dynamic Clustering and User Association in Wireless Small Cell Networks with Social Considerations. CoRR abs/1612.08850 (2016) - 2015
- [j29]Yunan Gu, Walid Saad, Mehdi Bennis, Mérouane Debbah, Zhu Han:
Matching theory for future wireless networks: fundamentals and applications. IEEE Commun. Mag. 53(5): 52-59 (2015) - [j28]Geoffrey Ye Li, Mehdi Bennis, Guanding Yu:
Full duplex communications [Guest Editorial]. IEEE Commun. Mag. 53(5): 90 (2015) - [j27]Meryem Simsek, Mehdi Bennis, Ismail Güvenç:
Mobility management in HetNets: a learning-based perspective. EURASIP J. Wirel. Commun. Netw. 2015: 26 (2015) - [j26]Ejder Bastug, Mehdi Bennis, Marios Kountouris, Mérouane Debbah:
Cache-enabled small cell networks: modeling and tradeoffs. EURASIP J. Wirel. Commun. Netw. 2015: 41 (2015) - [j25]Alessandro Chiumento, Mehdi Bennis, Claude Desset, Liesbet Van der Perre, Sofie Pollin:
Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach. EURASIP J. Wirel. Commun. Netw. 2015: 168 (2015) - [j24]Zhu Han, Mehdi Bennis, Dan Wang, Taekyoung Kwon, Shuguang Cui:
Special issue on big data networking-challenges and applications. J. Commun. Networks 17(6): 545-548 (2015) - [j23]Ejder Bastug, Mehdi Bennis, Engin Zeydan, Manhal Abdel Kader, Ilyas Alper Karatepe, Ahmet Salih Er, Mérouane Debbah:
Big data meets telcos: A proactive caching perspective. J. Commun. Networks 17(6): 549-557 (2015) - [j22]David López-Pérez, Mehdi Bennis, Ismail Güvenç, Ming Ding, Dusit Niyato, Preben E. Mogensen:
Guest Editorial: Recent Advances in Heterogeneous Cellular Networks, Part I. IEEE J. Sel. Areas Commun. 33(6): 1021-1024 (2015) - [j21]David López-Pérez, Mehdi Bennis, Ismail Güvenç, Ming Ding, Dusit Niyato, Preben E. Mogensen:
Guest Editorial Recent Advances in Heterogeneous Cellular Networks, Part II. IEEE J. Sel. Areas Commun. 33(10): 2013-2016 (2015) - [j20]Meryem Simsek, Mehdi Bennis, Ismail Güvenç:
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets. IEEE Trans. Veh. Technol. 64(10): 4589-4602 (2015) - [j19]Petri Luoto, Pekka Pirinen, Mehdi Bennis, Sumudu Samarakoon, Simon Scott, Matti Latva-aho:
Co-Primary Multi-Operator Resource Sharing for Small Cell Networks. IEEE Trans. Wirel. Commun. 14(6): 3120-3130 (2015) - [j18]Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, H. Vincent Poor:
Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation. IEEE Trans. Wirel. Commun. 14(11): 5927-5940 (2015) - [c58]Xianfu Chen, Zhu Han, Honggang Zhang, Mehdi Bennis, Tao Chen:
Foresighted resource scheduling in software-defined radio access networks. GlobalSIP 2015: 128-132 - [c57]Anwer Adel Al-Dulaimi, Alagan Anpalagan, Mehdi Bennis:
Power Consumption Modeling for CoMP Overlaid Neighborhood Femtocell Networks. GLOBECOM 2015: 1-6 - [c56]Manhal Abdel Kader, Ejder Bastug, Mehdi Bennis, Engin Zeydan, Ilyas Alper Karatepe, Ahmet Salih Er, Mérouane Debbah:
Leveraging Big Data Analytics for Cache-Enabled Wireless Networks. GLOBECOM Workshops 2015: 1-6 - [c55]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis. GLOBECOM 2015: 1-6 - [c54]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach. GLOBECOM 2015: 1-6 - [c53]Petri Luoto, Mehdi Bennis, Pekka Pirinen, Sumudu Samarakoon, Matti Latva-aho:
Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks. ICC Workshops 2015: 967-972 - [c52]Alessandro Chiumento, Mehdi Bennis, Claude Desset, André Bourdoux, Liesbet Van der Perre, Sofie Pollin:
Gaussian Process Regression for CSI and feedback estimation in LTE. ICC Workshops 2015: 1440-1445 - [c51]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Match to cache: Joint user association and backhaul allocation in cache-aware small cell networks. ICC 2015: 3082-3087 - [c50]Omid Semiari, Walid Saad, Zaher Dawy, Mehdi Bennis:
Matching theory for backhaul management in small cell networks with mmWave capabilities. ICC 2015: 3460-3465 - [c49]Anwer Adel Al-Dulaimi, Alagan Anpalagan, Mehdi Bennis, Athanasios V. Vasilakos:
5G Green Communications: C-RAN Provisioning of CoMP and Femtocells for Power Management. ICUWB 2015: 1-5 - [c48]Mohammed Saad ElBamby, Mehdi Bennis, Matti Latva-aho:
UL/DL decoupled user association in dynamic TDD small cell networks. ISWCS 2015: 456-460 - [c47]Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro H. J. Nardelli, Matti Latva-aho:
Modeling and analysis of content caching in wireless small cell networks. ISWCS 2015: 765-769 - [c46]Meryem Simsek, Mehdi Bennis, Ismail Güvenç:
Context-aware mobility management in HetNets: A reinforcement learning approach. WCNC 2015: 1536-1541 - [c45]Lanchao Liu, Xianfu Chen, Mehdi Bennis, Guoliang Xue, Zhu Han:
A distributed ADMM approach for mobile data offloading in software defined network. WCNC 2015: 1748-1752 - [c44]Ejder Bastug, Mehdi Bennis, Mérouane Debbah:
A transfer learning approach for cache-enabled wireless networks. WiOpt 2015: 161-166 - [p1]Meryem Simsek, Mehdi Bennis, Ismail Güvenç:
Time- and frequency-domain e-ICIC with single- and multi-flow carrier aggregation in HetNets. Design and Deployment of Small Cell Networks 2015: 484-501 - [e1]Alagan Anpalagan, Mehdi Bennis, Rath Vannithamby:
Design and Deployment of Small Cell Networks. Cambridge University Press 2015, ISBN 9781107297333 [contents] - [i22]Omid Semiari, Walid Saad, Zaher Dawy, Mehdi Bennis:
Matching Theory for Backhaul Management in Small Cell Networks with mmWave Capabilities. CoRR abs/1501.02410 (2015) - [i21]Petri Luoto, Pekka Pirinen, Mehdi Bennis, Sumudu Samarakoon, Simon Scott, Matti Latva-aho:
Co-Primary Multi-Operator Resource Sharing for Small Cell Networks. CoRR abs/1502.05818 (2015) - [i20]Ejder Bastug, Mehdi Bennis, Mérouane Debbah:
A Transfer Learning Approach for Cache-Enabled Wireless Networks. CoRR abs/1503.05448 (2015) - [i19]Meryem Simsek, Mehdi Bennis, Ismail Güvenç:
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach. CoRR abs/1505.01625 (2015) - [i18]Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, H. Vincent Poor:
Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation. CoRR abs/1505.04220 (2015) - [i17]Syed Tamoor-ul-Hassan, Mehdi Bennis, Pedro Henrique Juliano Nardelli, Matti Latva-aho:
Modeling and Analysis of Content Caching in Wireless Small Cell Networks. CoRR abs/1507.00182 (2015) - [i16]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Unmanned Aerial Vehicle with Underlaid Device-to-Device Communications: Performance and Tradeoffs. CoRR abs/1509.01187 (2015) - [i15]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis. CoRR abs/1509.01655 (2015) - [i14]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Dynamic Clustering and ON/OFF Strategies for Wireless Small Cell Networks. CoRR abs/1511.08631 (2015) - 2014
- [j17]Ejder Bastug, Mehdi Bennis, Mérouane Debbah:
Living on the edge: The role of proactive caching in 5G wireless networks. IEEE Commun. Mag. 52(8): 82-89 (2014) - [j16]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Improving Macrocell-Small Cell Coexistence Through Adaptive Interference Draining. IEEE Trans. Wirel. Commun. 13(2): 942-955 (2014) - [c43]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah:
In-Network Caching and Content Placement in Cooperative Small Cell Networks. 5GU 2014: 128-133 - [c42]Huaqing Zhang, Mehdi Bennis, Luiz A. DaSilva, Zhu Han:
Multi-leader multi-follower stackelberg game among Wi-Fi, small cell and macrocell networks. GLOBECOM 2014: 4520-4524 - [c41]Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, Behrouz Maham:
Matching theory for priority-based cell association in the downlink of wireless small cell networks. ICASSP 2014: 444-448 - [c40]Ejder Bastug, Mehdi Bennis, Mérouane Debbah:
Social and spatial proactive caching for mobile data offloading. ICC Workshops 2014: 581-586 - [c39]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Opportunistic sleep mode strategies in wireless small cell networks. ICC 2014: 2707-2712 - [c38]Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho:
Modeling and analysis of handover failure probability in small cell networks. INFOCOM Workshops 2014: 736-741 - [c37]Ejder Bastug, Mehdi Bennis, Mérouane Debbah:
Cache-enabled small cell networks: Modeling and tradeoffs. ISWCS 2014: 649-653 - [c36]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Dynamic clustering and sleep mode strategies for small cell networks. ISWCS 2014: 934-938 - [c35]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Dynamic uplink-downlink optimization in TDD-based small cell networks. ISWCS 2014: 939-944 - [c34]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Content-aware user clustering and caching in wireless small cell networks. ISWCS 2014: 945-949 - [c33]Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad, Marcos D. Katz:
Exploring social networks for optimized user association in wireless small cell networks with device-to-device communications. WCNC Workshops 2014: 224-229 - [c32]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Cache-aware user association in backhaul-constrained small cell networks. WiOpt 2014: 37-42 - [i13]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Dynamic Uplink-Downlink Optimization in TDD-based Small Cell Networks. CoRR abs/1402.7292 (2014) - [i12]Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, Behrouz Maham:
Matching theory for priority-based cell association in the downlink of wireless small cell networks. CoRR abs/1403.2360 (2014) - [i11]Ejder Bastug, Mehdi Bennis, Mérouane Debbah:
Cache-enabled Small Cell Networks: Modeling and Tradeoffs. CoRR abs/1405.3477 (2014) - [i10]Ejder Bastug, Mehdi Bennis, Mérouane Debbah:
Living on the Edge: The Role of Proactive Caching in 5G Wireless Networks. CoRR abs/1405.5974 (2014) - [i9]Mohammed Saad ElBamby, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Content-Aware User Clustering and Caching in Wireless Small Cell Networks. CoRR abs/1409.3413 (2014) - [i8]Yunan Gu, Walid Saad, Mehdi Bennis, Mérouane Debbah, Zhu Han:
Matching Theory for Future Wireless Networks: Fundamentals and Applications. CoRR abs/1410.6513 (2014) - [i7]Meryem Simsek, Mehdi Bennis, Ismail Güvenç:
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets. CoRR abs/1411.5548 (2014) - 2013
- [j15]Mehdi Bennis, Meryem Simsek, Andreas Czylwik, Walid Saad, Stefan Valentin, Mérouane Debbah:
When cellular meets WiFi in wireless small cell networks. IEEE Commun. Mag. 51(6) (2013) - [j14]Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho:
Coordinated TDD-Underlay for Self-organizing Femtocells in Two-Tier Coexistence Scenarios. EURASIP J. Wirel. Commun. Netw. 2013: 3 (2013) - [j13]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Interference Alignment for Cooperative Femtocell Networks: A Game-Theoretic Approach. IEEE Trans. Mob. Comput. 12(11): 2233-2246 (2013) - [j12]Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho:
Statistical Analysis of Self-Organizing Networks With Biased Cell Association and Interference Avoidance. IEEE Trans. Veh. Technol. 62(5): 1950-1961 (2013) - [j11]Mehdi Bennis, Samir Medina Perlaza, Pol Blasco, Zhu Han, H. Vincent Poor:
Self-Organization in Small Cell Networks: A Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 12(7): 3202-3212 (2013) - [j10]Sudarshan Guruacharya, Dusit Niyato, Mehdi Bennis, Dong In Kim:
Dynamic Coalition Formation for Network MIMO in Small Cell Networks. IEEE Trans. Wirel. Commun. 12(10): 5360-5372 (2013) - [j9]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks. IEEE Trans. Wirel. Commun. 12(11): 5813-5825 (2013) - [c31]Francesco Pantisano, Mehdi Bennis, Walid Saad, Stefan Valentin, Mérouane Debbah, Alessio Zappone:
Proactive user association in wireless small cell networks via collaborative filtering. ACSSC 2013: 1601-1605 - [c30]Meryem Simsek, Mehdi Bennis, Ismail Güvenç:
Enhanced intercell interference coordination in HetNets: Single vs. multiflow approach. GLOBECOM Workshops 2013: 725-729 - [c29]Pol Blasco, Mehdi Bennis, Mischa Dohler:
Backhaul-aware self-organizing operator-shared small cell networks. ICC 2013: 2801-2806 - [c28]Meryem Simsek, Mehdi Bennis, Mérouane Debbah, Andreas Czylwik:
Rethinking offload: How to intelligently combine WiFi and small cells? ICC 2013: 5204-5208 - [c27]Sumudu Samarakoon, Nandana Rajatheva, Mehdi Bennis, Matti Latva-aho:
Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables. VTC Spring 2013: 1-5 - [i6]Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho:
Statistical Analysis of Self-Organizing Networks with Biased Cell Association and Interference Avoidance. CoRR abs/1301.3601 (2013) - [i5]Mehdi Bennis, Meryem Simsek, Walid Saad, Stefan Valentin, Mérouane Debbah, Andreas Czylwik:
When Cellular Meets WiFi in Wireless Small Cell Networks. CoRR abs/1303.5698 (2013) - [i4]Francesco Pantisano, Mehdi Bennis, Walid Saad, Stefan Valentin, Mérouane Debbah:
Matching with Externalities for Context-Aware User-Cell Association in Small Cell Networks. CoRR abs/1307.2763 (2013) - [i3]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks. CoRR abs/1308.5835 (2013) - 2012
- [j8]Hirley Alves, Mehdi Bennis, Richard Demo Souza, Matti Latva-aho:
Enhanced performance of heterogeneous networks through full-duplex relaying. EURASIP J. Wirel. Commun. Netw. 2012: 365 (2012) - [j7]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Spectrum Leasing as an Incentive Towards Uplink Macrocell and Femtocell Cooperation. IEEE J. Sel. Areas Commun. 30(3): 617-630 (2012) - [j6]Hirley Alves, Richard Demo Souza, Mérouane Debbah, Mehdi Bennis:
Performance of Transmit Antenna Selection Physical Layer Security Schemes. IEEE Signal Process. Lett. 19(6): 372-375 (2012) - [j5]Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho:
Coordination Mechanisms for Self-Organizing Femtocells in Two-Tier Coexistence Scenarios. IEEE Trans. Wirel. Commun. 11(6): 2212-2223 (2012) - [c26]Meryem Simsek, Mehdi Bennis, Andreas Czylwik:
Coordinated beam selection in LTE-Advanced HetNets: A reinforcement learning approach. GLOBECOM Workshops 2012: 603-607 - [c25]Francesco Pantisano, Mehdi Bennis, Walid Saad, Roberto Verdone, Matti Latva-aho:
On the dynamic formation of cooperative multipoint transmissions in small cell networks. GLOBECOM Workshops 2012: 1139-1144 - [c24]Meryem Simsek, Mehdi Bennis, Andreas Czylwik:
Dynamic Inter-Cell Interference Coordination in HetNets: A reinforcement learning approach. GLOBECOM 2012: 5446-5450 - [c23]Mehdi Bennis, Samir Medina Perlaza, Mérouane Debbah:
Learning coarse correlated equilibria in two-tier wireless networks. ICC 2012: 1592-1596 - [c22]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
On the impact of heterogeneous backhauls on coordinated multipoint transmission in femtocell networks. ICC 2012: 5064-5069 - [c21]Meryem Simsek, Andreas Czylwik, Mehdi Bennis:
On Interference Management Techniques in LTE Heterogeneous Networks. ICCCN 2012: 1-5 - [c20]Hirley Alves, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
On the fly self-organized base station placement. ISWCS 2012: 826-829 - [c19]Francesco Pantisano, Mehdi Bennis, Walid Saad, Matti Latva-aho, Roberto Verdone:
Enabling macrocell-femtocell coexistence through interference draining. WCNC Workshops 2012: 81-86 - [c18]Ali Imran, Mehdi Bennis, Lorenza Giupponi:
Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence. WCNC Workshops 2012: 103-108 - [c17]Hirley Alves, Gustavo Fraidenraich, Richard Demo Souza, Mehdi Bennis, Matti Latva-aho:
Performance analysis of full duplex and selective and incremental half duplex relaying schemes. WCNC 2012: 771-775 - [c16]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Matti Latva-aho:
Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks. WiOpt 2012: 75-80 - [i2]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-aho:
Improving Macrocell - Small Cell Coexistence through Adaptive Interference Draining. CoRR abs/1212.3170 (2012) - 2011
- [c15]Suneth Namal, Andrei V. Gurtov, Mehdi Bennis:
Securing the backhaul for mobile and multi-homed femtocells. Future Network & Mobile Summit 2011: 1-15 - [c14]Mehdi Bennis, Sudarshan Guruacharya, Dusit Niyato:
Distributed Learning Strategies for Interference Mitigation in Femtocell Networks. GLOBECOM 2011: 1-5 - [c13]Carlos H. M. de Lima, Mehdi Bennis, Matti Latva-aho:
Coordination Mechanisms for Stand-Alone Femtocells in Self-Organizing Deployments. GLOBECOM 2011: 1-6 - [c12]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Cooperative Interference Alignment in Femtocell Networks. GLOBECOM 2011: 1-6 - [c11]Mehdi Bennis, Samir Medina Perlaza:
Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks. ICC 2011: 1-5 - [c10]Francesco Pantisano, Mehdi Bennis, Roberto Verdone, Matti Latva-aho:
Interference Management in Femtocell Networks Using Distributed Opportunistic Cooperation. VTC Spring 2011: 1-5 - [c9]Francesco Pantisano, Mehdi Bennis, Walid Saad, Roberto Verdone, Matti Latva-aho:
Coalition formation games for femtocell interference management: A recursive core approach. WCNC 2011: 1161-1166 - [i1]Francesco Pantisano, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Spectrum Leasing as an Incentive towards Uplink Macrocell and Femtocell Cooperation. CoRR abs/1111.0503 (2011)
2000 – 2009
- 2009
- [j4]Mehdi Bennis, Samson Lasaulce, Mérouane Debbah:
Inter-Operator Spectrum Sharing from a Game Theoretical Perspective. EURASIP J. Adv. Signal Process. 2009 (2009) - [j3]Mehdi Bennis, Carl Wijting, Saied Abedi, Shyamalie Thilakawardana, Rahim Tafazolli:
Performance evaluation of advanced spectrum functionalities for future radio networks. Wirel. Commun. Mob. Comput. 9(11): 1532-1542 (2009) - [j2]Mehdi Bennis, Jean-Philippe Kermoal, Pekka Ojanen, Juan Lara Ambel, Saied Abedi, Rémy Pintenet, Shyamalie Thilakawardana, Rahim Tafazolli:
Advanced Spectrum Functionalities for Future Radio Networks. Wirel. Pers. Commun. 48(1): 175-191 (2009) - [c8]Mehdi Bennis, Maël Le Treust, Samson Lasaulce, Mérouane Debbah, Jorma Lilleberg:
Spectrum sharing games on the interference channel. GAMENETS 2009: 515-522 - [c7]Mehdi Bennis, Mérouane Debbah, Samson Lasaulce, Alagan Anpalagan:
A Hierarchical Game Approach to Inter-Operator Spectrum Sharing. GLOBECOM 2009: 1-6 - [c6]Mehdi Bennis, Carl Wijting, Juan Lara Ambel, Roufi Yahi, Saied Abedi, Shyamalie Thilakawardana:
WINNER Spectrum Sharing with Fixed Satellite Services. VTC Spring 2009 - 2008
- [j1]Mehdi Bennis, Gareth Middleton, Jorma Lilleberg:
Efficient Resource Allocation and Paving the Way Towards Highly Efficient IMT-Advanced Systems. Wirel. Pers. Commun. 45(4): 465-478 (2008) - [c5]Mehdi Bennis, Mérouane Debbah, Jorma Lilleberg:
Opportunistic power allocation for point-to-point communication in self-organized networks. ACSCC 2008: 480-484 - [c4]Mehdi Bennis, Juan Lara Ambel, Antti Tölli:
Non-cooperative operators in a game-theoretic framework. PIMRC 2008: 1-5 - 2007
- [c3]Mehdi Bennis, Jorma Lilleberg:
Inter-Network Resource Sharing and Improving the Efficiency of Beyond 3G Systems. CISS 2007: 357-362 - [c2]Mehdi Bennis, Ebrahim Karami, Jorma Lilleberg:
Performance of MIMO Schemes with Channel Estimation Errors. PIMRC 2007: 1-4 - [c1]Mehdi Bennis, Jorma Lilleberg:
Inter Base Station Resource Sharing and Improving the Overall Efficiency of B3G Systems. VTC Fall 2007: 1494-1498
Coauthor Index
Amrit S. Bedi
aka: Amrit Singh Bedi
aka: Amrit Singh Bedi
[j206] [j203] [j199] [i294] [i291] [i280] [i278] [j192] [j190] [c219] [c211] [i264] [i262] [i260] [i259] [j173] [j166] [j155] [c201] [c193] [c185] [c181] [i249] [i247] [i243] [i223] [j142] [j134] [j129] [j127] [i219] [i216] [i213] [i199] [j123] [j111] [j104] [j98] [c154] [i173] [i162] [i159] [i150] [j95] [j88] [j87] [j85] [j83] [j80] [j78] [j76] [i147] [j73] [j70] [j67] [j66] [c118] [c111] [c108] [c107] [c106] [c105] [c98] [i115] [i113] [i110] [i109] [i108] [i106] [i101] [i98] [i97] [i95] [i91] [i84] [i83] [i78] [i77] [j60] [j59] [j58] [j57] [j53] [j44] [j43] [j42] [c85] [c84] [c82] [c81] [i73] [i72] [i69] [i65] [i64] [i63] [i61] [i55] [j39] [j35] [j34] [j31] [c72] [c71] [c70] [c68] [c66] [c61] [c60] [i53] [i51] [i50] [i47] [i41] [i40] [i39] [i36] [i35] [i34] [i32] [i30] [i27] [i26] [i25] [j29] [j26] [j23] [c56] [c55] [c54] [c51] [c44] [i20] [i16] [i15] [j17] [j16] [c43] [c40] [c37] [c32] [i11] [i10] [i8] [j15] [j13] [c31] [c28] [i5] [i4] [j7] [j6] [c23] [c22] [c20] [i2] [c12] [i1] [j4] [c8] [c7] [c5]
M. Saad ElBamby
aka: Mohammed Saad ElBamby
aka: Mohammed Saad ElBamby
Anis Elgabli
aka: Anis El Gabli
aka: Anis El Gabli
[c221] [c213] [c204] [i252] [j165] [j162] [j161] [j160] [j155] [c187] [c179] [i237] [i228] [j134] [j132] [j131] [c177] [c175] [c172] [c168] [c165] [i203] [i202] [i201] [i196] [j114] [c155] [c149] [c137] [c136] [i189] [i188] [i166] [i162] [i161] [i154] [i153] [j86] [c125] [c122] [i144] [i130] [i128] [i125] [i122] [i81]
Choong Seon Hong
aka: Choong Seong Hong
aka: Choong Seong Hong
[j211] [j204] [c230] [c225] [i296] [i277] [j191] [c206] [c205] [i258] [i255] [i254] [c178] [i231] [i230] [i224] [i220] [j144] [j134] [c160] [i219] [i208] [j122] [j119] [j117] [j104] [i170] [i168] [i167] [i162] [i155] [i136] [i135] [i130] [c103] [i113] [i105] [i88] [i79] [c81] [i73] [c71] [c70] [i34] [i32]
[j207] [i257] [j145] [c158] [j78] [c121] [i140] [j72] [j71] [j70] [c98] [i110] [i108] [i97] [i96] [i86] [j58] [j53] [j52] [j47] [j44] [c95] [c94] [c93] [i65] [i63] [i59] [j37] [j34] [j32] [c64] [i50] [i49] [i47] [i45] [i44] [i43] [i42] [i41] [i37] [i29] [i26] [j19] [c54] [c53] [c48] [c47] [i21] [i17] [i14] [j16] [c39] [c38] [c36] [c35] [c34] [i13] [i9] [j14] [j13] [j12] [j9] [c27] [i6] [i3] [j8] [j5] [c25] [c22] [c20] [c19] [c17] [c16] [i2] [c13] [c10] [c9]
[j215] [j211] [j204] [c230] [c225] [i296] [i277] [j191] [j190] [j185] [j184] [j183] [c206] [c205] [i258] [i255] [i254] [j175] [j171] [j155] [j150] [c186] [c182] [c178] [i246] [i231] [i230] [i229] [i227] [i224] [i221] [i220] [j146] [j144] [j140] [j134] [j132] [j131] [j129] [c173] [c166] [c164] [c161] [c160] [i219] [i218] [i216] [i209] [i208] [i207] [i206] [i205] [i199] [i194] [i193] [i192] [i191] [i190] [j122] [j119] [j118] [j117] [j115] [j114] [j106] [j104] [j97] [c155] [c152] [c149] [c140] [c137] [i188] [i181] [i180] [i179] [i170] [i169] [i168] [i167] [i166] [i165] [i162] [i161] [i158] [i157] [i155] [j89] [j88] [j87] [c134] [c131] [i142] [i141] [i137] [i136] [i135] [i134] [i130] [i128] [i126] [i125] [i123] [i122] [c117] [c110] [c103] [i113] [i105] [i100] [i88] [i87] [i79] [i78] [c81] [i73] [c71] [c70] [i34] [i32]
[j203] [j201] [j198] [j182] [j180] [i270] [i264] [i253] [j173] [j172] [j170] [j167] [j164] [j158] [j157] [j152] [c189] [i251] [j142] [j139] [j137] [j136] [j128] [j127] [c176] [c170] [i215] [i214] [i213] [i211] [i210] [i195] [j124] [j121] [j115] [j113] [j111] [j109] [c150] [c148] [c145] [c142] [c141] [i185] [i184] [i183] [i182] [i174] [i172] [i156] [i152] [i150] [j95] [j85] [j82] [j80] [j79] [j77] [j76] [c130] [c128] [c127] [c123] [i146] [i138] [i137] [i133] [i131] [i119] [i116] [j74] [j72] [j62] [c118] [c116] [c112] [c111] [c108] [c107] [c106] [c105] [c104] [i109] [i106] [i103] [i101] [i98] [i95] [i91] [i84] [i83] [i82] [j57] [j56] [j55] [j53] [j50] [j48] [j46] [j45] [j43] [j42] [c97] [c96] [c91] [c85] [c84] [c83] [c82] [c80] [i75] [i74] [i72] [i70] [i69] [i68] [i67] [i64] [i63] [i61] [i60] [i57] [i55] [j40] [j35] [j34] [j32] [j31] [c76] [c75] [c74] [c72] [c69] [c68] [c67] [c66] [c63] [i54] [i53] [i52] [i50] [i46] [i44] [i43] [i42] [i41] [i35] [i33] [i31] [i30] [i28] [i27] [i23] [j29] [j18] [c55] [c54] [c51] [c50] [i22] [i18] [i16] [i15] [i14] [j16] [c43] [c41] [c39] [c36] [c35] [c34] [c33] [c32] [i13] [i12] [i9] [i8] [j15] [j13] [j9] [c31] [i5] [i4] [i3] [j7] [c25] [c22] [c20] [c19] [c16] [i2] [c12] [c9] [i1]
[j209] [j207] [c231] [c223] [c222] [i283] [i282] [i281] [c217] [c210] [c209] [c208] [i268] [i266] [i263] [i257] [j164] [j162] [c202] [c199] [i239] [j145] [j142] [j134] [j130] [c174] [c169] [c168] [c163] [c161] [i206] [i200] [i197] [i196] [j121] [j111] [j109] [j103] [c157] [c154] [c146] [c135] [i189] [i188] [i187] [i186] [i177] [i173] [i162] [i159] [i154] [i152] [i151] [i150] [j89] [j88] [j87] [j86] [i141] [i140] [i119] [i116] [j71] [j63] [c116] [c108] [i95] [i91] [i82] [i78] [j52] [j44] [c95] [c94] [i76] [i59] [i56] [j34] [j32] [c73] [i50] [i47] [i45] [i44] [i43] [i42] [i41] [i37] [i26] [j19] [c54] [c53] [i21] [i14] [c39] [c36] [j9] [c27] [i3] [c16]
Fu-Chun Zheng
aka: Fuchun Zheng
aka: Fuchun Zheng
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