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ORCIDShashi Raj Pandey
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2020 – today
- 2024
[j25]Huy Q. Le
, Minh N. H. Nguyen, Shashi Raj Pandey, Chaoning Zhang, Choong Seon Hong:
CDKT-FL: Cross-device knowledge transfer using proxy dataset in federated learning. Eng. Appl. Artif. Intell. 133: 108093 (2024)- [j24]Junya Shiraishi, Mathias Thorsager, Shashi Raj Pandey, Petar Popovski:
TinyAirNet: TinyML Model Transmission for Energy-Efficient Image Retrieval From IoT Devices. IEEE Commun. Lett. 28(9): 2101-2105 (2024) - [j23]Pranava Singhal, Shashi Raj Pandey, Petar Popovski:
Greedy Shapley Client Selection for Communication-Efficient Federated Learning. IEEE Netw. Lett. 6(2): 134-138 (2024) - [j22]Shashi Raj Pandey, Pierre Pinson, Petar Popovski:
Strategic Coalition for Data Pricing in IoT Data Markets. IEEE Internet Things J. 11(4): 6454-6468 (2024) - [c14]Victor Croisfelt, Shashi Raj Pandey, Osvaldo Simeone, Petar Popovski:
Batch Selection and Communication for Active Learning with Edge Labeling. ICC Workshops 2024: 1292-1297 - [c13]Van-Phuc Bui, Shashi Raj Pandey, Pedro Maia de Sant Ana, Petar Popovski:
Value-Based Reinforcement Learning for Digital Twins in Cloud Computing. ICC 2024: 1413-1418 - [c12]Sara Cavallero, Fabio Saggese, Junya Shiraishi, Shashi Raj Pandey, Chiara Buratti, Petar Popovski:
Coexistence of Pull and Push Communication in Wireless Access for IoT Devices. SPAWC 2024: 841-845 - [i29]Junya Shiraishi, Sara Cavallero, Shashi Raj Pandey, Fabio Saggese, Petar Popovski:
Coexistence of Push Wireless Access with Pull Communication for Content-based Wake-up Radios. CoRR abs/2404.12816 (2024) - [i28]Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Márquez-Barja, Christos Tranoris, Spyros G. Denazis, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper:
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR abs/2407.01544 (2024) - 2023
- [j21]Van-Phuc Bui, Shashi Raj Pandey, Federico Chiariotti, Petar Popovski:
Scheduling Policy for Value-of-Information (VoI) in Trajectory Estimation for Digital Twins. IEEE Commun. Lett. 27(6): 1654-1658 (2023) - [j20]René Bødker Christensen, Shashi Raj Pandey, Petar Popovski:
Semi-Private Computation of Data Similarity With Applications to Data Valuation and Pricing. IEEE Trans. Inf. Forensics Secur. 18: 1978-1988 (2023) - [j19]Minh N. H. Nguyen, Shashi Raj Pandey, Nguyen Dang Tri, Eui-Nam Huh, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Self-Organizing Democratized Learning: Toward Large-Scale Distributed Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10698-10710 (2023) - [j18]Tra Huong Thi Le, Luiggi Cantos, Shashi Raj Pandey, Hyundong Shin, Yun Hee Kim:
Federated Learning With NOMA Assisted by Multiple Intelligent Reflecting Surfaces: Latency Minimizing Optimization and Auction. IEEE Trans. Veh. Technol. 72(9): 11558-11574 (2023) - [c11]Van-Phuc Bui, Thinh Q. Dinh, Israel Leyva-Mayorga, Shashi Raj Pandey, Eva Lagunas, Petar Popovski:
On-Board Change Detection for Resource-Efficient Earth Observation with LEO Satellites. GLOBECOM 2023: 3971-3976 - [c10]Shashi Raj Pandey, Van-Phuc Bui, Petar Popovski:
Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation. PIMRC 2023: 1-6 - [i27]Van-Phuc Bui, Shashi Raj Pandey, Federico Chiariotti, Petar Popovski:
Game Networking and its Evolution towards Supporting Metaverse through the 6G Wireless Systems. CoRR abs/2302.01672 (2023) - [i26]Shashi Raj Pandey, Van-Phuc Bui, Petar Popovski:
Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation. CoRR abs/2305.11633 (2023) - [i25]Junya Shiraishi, Mathias Thorsager, Shashi Raj Pandey, Petar Popovski:
Energy-efficient Wireless Image Retrieval for IoT Devices by Transmitting a TinyML Model. CoRR abs/2311.04788 (2023) - [i24]Victor Croisfelt, Shashi Raj Pandey, Osvaldo Simeone, Petar Popovski:
Communication-Constrained Bayesian Active Knowledge Distillation. CoRR abs/2311.08053 (2023) - [i23]Shashi Raj Pandey, Pierre Pinson, Petar Popovski:
Privacy-Aware Data Acquisition under Data Similarity in Regression Markets. CoRR abs/2312.02611 (2023) - [i22]Pranava Singhal, Shashi Raj Pandey, Petar Popovski:
Greedy Shapley Client Selection for Communication-Efficient Federated Learning. CoRR abs/2312.09108 (2023) - 2022
- [j17]Shashi Raj Pandey, Lam Duc Nguyen, Petar Popovski:
A Contribution-Based Device Selection Scheme in Federated Learning. IEEE Commun. Lett. 26(9): 2057-2061 (2022) - [j16]Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen Hoang Tran, Kyi Thar, Zhu Han, Choong Seon Hong:
Edge-Assisted Democratized Learning Toward Federated Analytics. IEEE Internet Things J. 9(1): 572-588 (2022) - [i21]Shashi Raj Pandey, Lam Duc Nguyen, Petar Popovski:
A Contribution-based Device Selection Scheme in Federated Learning. CoRR abs/2203.05369 (2022) - [i20]Minh N. H. Nguyen, Huy Q. Le, Shashi Raj Pandey, Choong Seon Hong:
CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning. CoRR abs/2204.01542 (2022) - [i19]René Bødker Christensen, Shashi Raj Pandey, Petar Popovski:
Semi-Private Computation of Data Similarity with Controlled Leakage. CoRR abs/2206.06650 (2022) - [i18]Shashi Raj Pandey, Pierre Pinson, Petar Popovski:
Participation and Data Valuation in IoT Data Markets through Distributed Coalitions. CoRR abs/2206.07785 (2022) - [i17]Shashi Raj Pandey, Lam Duc Nguyen, Petar Popovski:
FedToken: Tokenized Incentives for Data Contribution in Federated Learning. CoRR abs/2209.09775 (2022) - 2021
- [j15]Chit Wutyee Zaw, Shashi Raj Pandey, Kitae Kim, Choong Seon Hong:
Energy-Aware Resource Management for Federated Learning in Multi-Access Edge Computing Systems. IEEE Access 9: 34938-34950 (2021) - [j14]Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. IEEE Comput. Intell. Mag. 16(1): 49-62 (2021) - [j13]Yan Kyaw Tun, Yu Min Park, Nguyen Hoang Tran, Walid Saad, Shashi Raj Pandey, Choong Seon Hong:
Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing. IEEE Commun. Lett. 25(1): 249-253 (2021) - [j12]Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-Assisted Cellular Networks. IEEE Trans. Commun. 69(6): 3943-3956 (2021) - [j11]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) - [j10]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach. IEEE Trans. Wirel. Commun. 20(8): 4874-4887 (2021) - [j9]Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Latency-Sensitive Service Delivery With UAV-Assisted 5G Networks. IEEE Wirel. Commun. Lett. 10(7): 1518-1522 (2021) - [c9]Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong:
A Crowd-enabled Task Execution Approach in UAV Networks Towards Fog Computing. BigComp 2021: 246-251 - [i16]Chit Wutyee Zaw, Shashi Raj Pandey, Kitae Kim, Choong Seon Hong:
Energy-aware Resource Management for Federated Learning in Multi-access Edge Computing Systems. CoRR abs/2103.13293 (2021) - [i15]Petar Popovski, Federico Chiariotti, Victor Croisfelt, Anders E. Kalør, Israel Leyva-Mayorga, Letizia Marchegiani, Shashi Raj Pandey, Beatriz Soret:
Internet of Things (IoT) Connectivity in 6G: An Interplay of Time, Space, Intelligence, and Value. CoRR abs/2111.05811 (2021) - [i14]Lam Duc Nguyen, Shashi Raj Pandey, Beatriz Soret, Arne Broering, Petar Popovski:
A Marketplace for Trading AI Models based on Blockchain and Incentives for IoT Data. CoRR abs/2112.02870 (2021) - 2020
- [j8]Yan Kyaw Tun, Anselme Ndikumana, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
Joint Radio Resource Allocation and Content Caching in Heterogeneous Virtualized Wireless Networks. IEEE Access 8: 36764-36775 (2020) - [j7]Aunas Manzoor, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong:
Contract-Based Scheduling of URLLC Packets in Incumbent EMBB Traffic. IEEE Access 8: 167516-167526 (2020) - [j6]Latif U. Khan, Shashi Raj Pandey, Nguyen Hoang Tran, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. IEEE Commun. Mag. 58(10): 88-93 (2020) - [j5]Sabah Suhail, Rasheed Hussain, Mohammad M. Abdellatif, Shashi Raj Pandey, Abid Khan, Choong Seon Hong:
Provenance-enabled packet path tracing in the RPL-based internet of things. Comput. Networks 173: 107189 (2020) - [j4]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) - [c8]Madyan Alsenwi, Yan Kyaw Tun, Shashi Raj Pandey, Nway Nway Ei, Choong Seon Hong:
UAV-Assisted Multi-Access Edge Computing System: An Energy-Efficient Resource Management Framework. ICOIN 2020: 214-219 - [i13]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) - [i12]Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. CoRR abs/2003.09301 (2020) - [i11]Aunas Manzoor, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong:
Contract-based Scheduling of URLLC Packets in Incumbent EMBB Traffic. CoRR abs/2003.11176 (2020) - [i10]Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks. CoRR abs/2006.00815 (2020) - [i9]Minh N. H. Nguyen, Shashi Raj Pandey, Nguyen Dang Tri, Eui-Nam Huh, Choong Seon Hong, Nguyen Hoang Tran, Walid Saad:
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems. CoRR abs/2007.03278 (2020) - [i8]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach. CoRR abs/2009.10269 (2020) - [i7]Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Latency-sensitive Service Delivery with UAV-Assisted 5G Networks. CoRR abs/2011.13097 (2020) - [i6]Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen Hoang Tran, Kyi Thar, Zhu Han, Choong Seon Hong:
Edge-assisted Democratized Learning Towards Federated Analytics. CoRR abs/2012.00425 (2020)
2010 – 2019
- 2019
- [j3]Madyan Alsenwi, Ibrar Yaqoob, Shashi Raj Pandey, Yan Kyaw Tun, Anupam Kumar Bairagi, Lok-Won Kim, Choong Seon Hong:
Towards Coexistence of Cellular and WiFi Networks in Unlicensed Spectrum: A Neural Networks Based Approach. IEEE Access 7: 110023-110034 (2019) - [j2]Aunas Manzoor, Nguyen Hoang Tran, Walid Saad, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong:
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. IEEE Commun. Lett. 23(2): 366-369 (2019) - [j1]Yan Kyaw Tun, Nguyen Hoang Tran, Duy Trong Ngo, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
Wireless Network Slicing: Generalized Kelly Mechanism-Based Resource Allocation. IEEE J. Sel. Areas Commun. 37(8): 1794-1807 (2019) - [c7]Madyan Alsenwi, Yan Kyaw Tun, Shashi Raj Pandey, Choong Seon Hong:
A Hopfield Neural Networks Based Mechanism for Coexistence of LTE-U and WiFi Networks in Unlicensed Spectrum. APNOMS 2019: 1-6 - [c6]Yan Kyaw Tun, Madyan Alsenwi, Shashi Raj Pandey, Chit Wutyee Zaw, Choong Seon Hong:
Energy Efficient Multi-Tenant Resource Slicing in Virtualized Multi-Access Edge Computing. APNOMS 2019: 1-4 - [c5]Shashi Raj Pandey, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong:
A Downlink Resource Scheduling Strategy for URLLC Traffic. BigComp 2019: 1-6 - [c4]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 - [c3]Madyan Alsenwi, Shashi Raj Pandey, Yan Kyaw Tun, Ki Tae Kim, Choong Seon Hong:
A Chance Constrained Based Formulation for Dynamic Multiplexing of eMBB-URLLC Traffics in 5G New Radio. ICOIN 2019: 108-113 - [c2]Yan Kyaw Tun, Shashi Raj Pandey, Madyan Alsenwi, Chit Wutyee Zaw, Choong Seon Hong:
Weighted Proportional Allocation Based Power Allocation in Wireless Network Virtualization for Future Wireless Networks. ICOIN 2019: 284-289 - [i5]Yan Kyaw Tun, Nguyen Hoang Tran, Duy Trong Ngo, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
Wireless Network Slicing: Generalized Kelly Mechanism Based Resource Allocation. CoRR abs/1907.02182 (2019) - [i4]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) - [i3]Latif U. Khan, Nguyen Hoang Tran, Shashi Raj Pandey, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. CoRR abs/1911.05642 (2019) - 2018
- [c1]Shashi Raj Pandey, Choong Seon Hong:
Response driven efficient task load assignment in mobile crowdsourcing. ICOIN 2018: 442-446 - [i2]Sabah Suhail, Mohammad M. Abdellatif, Shashi Raj Pandey, Abid Khan, Choong Seon Hong:
Provenance-enabled Packet Path Tracing in the RPL-based Internet of Things. CoRR abs/1811.06143 (2018) - [i1]Aunas Manzoor, Nguyen Hoang Tran, Walid Saad, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong:
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. CoRR abs/1812.04177 (2018)
Coauthor Index
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