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ORCIDRoberto Morabito
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- affiliation: Ericsson Research, NomadicLab, Jorvas, Finland
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2020 – today
- 2024
[j11]Naser Hossein Motlagh
, Martha Arbayani Zaidan, Lauri Lovén, Pak Lun Fung, Tuomo Hänninen, Roberto Morabito, Petteri Nurmi, Sasu Tarkoma:
Digital Twins for Smart Spaces - Beyond IoT Analytics. IEEE Internet Things J. 11(1): 573-583 (2024)- [j10]Su Wang, Roberto Morabito, Seyyedali Hosseinalipour, Mung Chiang, Christopher G. Brinton:
Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks. IEEE/ACM Trans. Netw. 32(5): 4365-4381 (2024) - [i15]Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Lauri Lovén:
Follow-Me AI: Energy-Efficient User Interaction with Smart Environments. CoRR abs/2404.12486 (2024) - [i14]Adarsh Prasad Behera, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati:
Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices. CoRR abs/2406.09424 (2024) - [i13]Adarsh Prasad Behera, Paulius Daubaris, Iñaki Bravo, José Gallego, Roberto Morabito, Joerg Widmer, Jaya Prakash Varma Champati:
Exploring the Boundaries of On-Device Inference: When Tiny Falls Short, Go Hierarchical. CoRR abs/2407.11061 (2024) - [i12]Roberto Morabito, Bivek Pandey, Paulius Daubaris, Yasith R. Wanigarathna, Sasu Tarkoma:
Future-Proofing Mobile Networks: A Digital Twin Approach to Multi-Signal Management. CoRR abs/2407.15520 (2024) - 2023
- [c21]Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang:
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. CAMAD 2023: 225-232 - [c20]Adarsh Prasad Behera, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati:
Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices. MobiCom 2023: 125:1-125:3 - [i11]Lauri Lovén, Roberto Morabito, Abhishek Kumar, Susanna Pirttikangas, Jukka Riekki, Sasu Tarkoma:
How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm. CoRR abs/2309.02058 (2023) - [i10]Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma, Mung Chiang:
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. CoRR abs/2311.03375 (2023) - [i9]Su Wang, Roberto Morabito, Seyyedali Hosseinalipour, Mung Chiang, Christopher G. Brinton:
Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks. CoRR abs/2311.04350 (2023) - [i8]Sasu Tarkoma, Roberto Morabito, Jaakko J. Sauvola:
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems. CoRR abs/2311.05842 (2023) - 2021
- [c19]Hung T. Nguyen, Roberto Morabito, Kwang Taik Kim, Mung Chiang:
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge. GLOBECOM 2021: 1-6 - [c18]Roberto Morabito, Mung Chiang:
Demo: Discover, Provision, and Orchestration of Machine Learning Inference Services in Heterogeneous Edge. ICDCS 2021: 1116-1119 - [c17]Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton:
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation. INFOCOM 2021: 1-10 - [c16]Hiroshi Doyu, Roberto Morabito, Martina Brachmann:
A TinyMLaaS Ecosystem for Machine Learning in IoT: Overview and Research Challenges. VLSI-DAT 2021: 1-5 - [i7]Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton:
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation. CoRR abs/2101.00787 (2021) - [i6]Hung T. Nguyen, Roberto Morabito, Kwang Taik Kim, Mung Chiang:
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge. CoRR abs/2112.11485 (2021) - 2020
- [j9]Roberto Morabito, Jaime Jimenez:
IETF Protocol Suite for the Internet of Things: Overview and Recent Advancements. IEEE Commun. Stand. Mag. 4(2): 41-49 (2020) - [i5]Roberto Morabito, Jaime Jiménez:
IETF protocol suite for the Internet of Things: Overview and Recent Advancements. CoRR abs/2003.10279 (2020)
2010 – 2019
- 2019
- [j8]Edgar Ramos, Roberto Morabito, Jani-Pekka Kainulainen:
Distributing Intelligence to the Edge and Beyond [Research Frontier]. IEEE Comput. Intell. Mag. 14(4): 65-92 (2019) - [j7]Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton:
Reprint of : LEGIoT: A Lightweight Edge Gateway for the Internet of Things. Future Gener. Comput. Syst. 92: 1157-1171 (2019) - [c15]Joel Reijonen, Miljenko Opsenica, Roberto Morabito, Miika Komu, Mohammed Elmusrati:
Regression Training using Model Parallelism in a Distributed Cloud. DASC/PiCom/DataCom/CyberSciTech 2019: 741-747 - [c14]Edgar Ramos, Roberto Morabito:
Intelligence Stratum for IoT. Architecture Requirements and Functions. DASC/PiCom/DataCom/CyberSciTech 2019: 860-867 - [i4]Edgar Ramos, Roberto Morabito:
Intelligence Stratum for IoT. Architecture Requirements and Functions. CoRR abs/1908.08921 (2019) - [i3]Edgar Ramos, Roberto Morabito, Jani-Pekka Kainulainen:
Distributing Intelligence to the Edge and Beyond. CoRR abs/1908.08922 (2019) - 2018
- [j6]Tenager Mekonnen, Miika Komu, Roberto Morabito, Tero Kauppinen, Erkki Harjula, Timo Koskela, Mika Ylianttila:
Energy Consumption Analysis of Edge Orchestrated Virtualized Wireless Multimedia Sensor Networks. IEEE Access 6: 5090-5100 (2018) - [j5]Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton:
LEGIoT: A Lightweight Edge Gateway for the Internet of Things. Future Gener. Comput. Syst. 81: 1-15 (2018) - [j4]Roberto Morabito, Vittorio Cozzolino, Aaron Yi Ding, Nicklas Beijar, Jörg Ott:
Consolidate IoT Edge Computing with Lightweight Virtualization. IEEE Netw. 32(1): 102-111 (2018) - [c13]Zakaria Laaroussi, Roberto Morabito, Tarik Taleb:
Service Provisioning in Vehicular Networks Through Edge and Cloud: An Empirical Analysis. CSCN 2018: 1-6 - 2017
- [j3]Roberto Morabito:
Virtualization on Internet of Things Edge Devices With Container Technologies: A Performance Evaluation. IEEE Access 5: 8835-8850 (2017) - [j2]Riccardo Petrolo, Roberto Morabito, Valeria Loscrì, Nathalie Mitton:
The design of the gateway for the Cloud of Things. Ann. des Télécommunications 72(1-2): 31-40 (2017) - [j1]Roberto Morabito, Ivan Farris, Antonio Iera, Tarik Taleb:
Evaluating Performance of Containerized IoT Services for Clustered Devices at the Network Edge. IEEE Internet Things J. 4(4): 1019-1030 (2017) - [c12]Roberto Morabito:
Inspecting the performance of low-power nodes during the execution of edge computing tasks. CCNC 2017: 148-153 - [c11]Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton:
Demo: Design of a Virtualized Smart Car Platform. EWSN 2017: 252-253 - [c10]Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton, Giuseppe Ruggeri, Antonella Molinaro:
Lightweight virtualization as enabling technology for future smart cars. IM 2017: 1238-1245 - [c9]Alli Makinen, Jaime Jimenez, Roberto Morabito:
ELIoT: Design of an emulated IoT platform. PIMRC 2017: 1-7 - [c8]Roberto Morabito, Nicklas Beijar:
A Framework based on SDN and Containers for Dynamic Service Chains on IoT Gateways. HotConNet@SIGCOMM 2017: 42-47 - 2016
- [c7]Miika Komu, Roberto Morabito, Tero Kauppinen, Jimmy Kjällman, Yong Yao:
Power consumption in remote gaming: An empirical evaluation. INFOCOM Workshops 2016: 736-741 - [c6]Roberto Morabito:
A performance evaluation of container technologies on Internet of Things devices. INFOCOM Workshops 2016: 999-1000 - [c5]Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton:
Enabling a lightweight Edge Gateway-as-a-Service for the Internet of Things. NOF 2016: 1-5 - [c4]Roberto Morabito, Nicklas Beijar:
Enabling Data Processing at the Network Edge through Lightweight Virtualization Technologies. SECON Workshops 2016: 1-6 - [i2]Roberto Morabito:
A Performance Evaluation of Container Technologies on Internet of Things Devices. CoRR abs/1603.02955 (2016) - 2015
- [c3]Roberto Morabito, Jimmy Kjällman, Miika Komu:
Hypervisors vs. Lightweight Virtualization: A Performance Comparison. IC2E 2015: 386-393 - [c2]Roberto Morabito:
Power Consumption of Virtualization Technologies: An Empirical Investigation. UCC 2015: 522-527 - [i1]Roberto Morabito:
Power Consumption of Virtualization Technologies: an Empirical Investigation. CoRR abs/1511.01232 (2015) - 2014
- [c1]Giuseppe Araniti, John Cosmas, Antonio Iera, Antonella Molinaro, Roberto Morabito, Antonino Orsino:
OpenFlow over wireless networks: Performance analysis. BMSB 2014: 1-5
Coauthor Index
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