Author

Sumudu Samarakoon

Observed names: S. Samarakoon, S.M.D.D. Samarakoon, Samarakoon, Sumudu, Sumudu, Samarakoon

Institutions: Infotech Oulu, Zhejiang University, University of Oulu

Observed institutions: University of Eastern Finland, University of Moratuwa, Infotech Oulu, Zhejiang University, University of Oulu

ORCID: 0000-0002-2382-1982

Observed ORCID: 0000-0002-2382-1982

OpenAlex ID: A5021580320

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications

2019 · Sumudu Samarakoon, Mehdi Bennis, et al. · IEEE Transactions on Communications · 458

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Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency

2016 · Sumudu Samarakoon, Mehdi Bennis, et al. · IEEE Journal on Selected Areas in Communications · 164

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Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks

2019 · Mohamed K. Abdel-Aziz, Sumudu Samarakoon, et al. · IEEE Transactions on Communications · 142

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Extreme ultra-reliable and low-latency communication

2022 · Jihong Park, Sumudu Samarakoon, et al. · Nature Electronics · 131

6G White Paper on Edge Intelligence

2020 · Peltonen, Ella, Bennis, Mehdi, et al. · arXiv (Cornell University) · 118

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Extreme URLLC: Vision, Challenges, and Key Enablers

2020 · Park, Jihong, Samarakoon, Sumudu, et al. · arXiv (Cornell University) · 98

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Wireless Network Intelligence at the Edge

2019 · Jihong Park, Sumudu Samarakoon, et al. · Proceedings of the IEEE · 92

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Opportunistic sleep mode strategies in wireless small cell networks

2014 · Sumudu Samarakoon, Mehdi Bennis, et al. · International Conference on Communications · 76

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Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks

2017 · Trung Kien Vu, Mehdi Bennis, et al. · IEEE Transactions on Wireless Communications · 75

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Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning

2021 · Mohamed K. Abdel-Aziz, Cristina Perfecto, et al. · IEEE Transactions on Communications · 72

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Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks

2015 · Sumudu Samarakoon, Mehdi Bennis, et al. · IEEE Transactions on Wireless Communications · 65

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Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks

2013 · Sumudu Samarakoon, Mehdi Bennis, et al. · IEEE Transactions on Wireless Communications · 61

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Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail

2018 · Mohamed K. Abdel-Aziz, Chen-Feng Liu, et al. · Globecom · 55

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Vehicle clustering for improving enhanced LTE-V2X network performance

2017 · Petri Luoto, Mehdi Bennis, et al. · European Conference on Networks and Communications · 53

On Learning Generalized Wireless MAC Communication Protocols via a Feasible Multi-Agent Reinforcement Learning Framework

2024 · Luciano Miuccio, Salvatore Riolo, et al. · IEEE Transactions on Machine Learning in Communications and Networking · 52

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Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach

2019 · Mohamed K. Abdel-Aziz, Sumudu Samarakoon, et al. · IEEE Communications Letters · 45

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Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication

2019 · Hamza Khan, Anis Elgabli, et al. · IEEE Transactions on Cognitive Communications and Networking · 45

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Network slicing for vehicular communication

2019 · Hamza Khan, Petri Luoto, et al. · Transactions on Emerging Telecommunications Technologies · 43

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Co-Primary Multi-Operator Resource Sharing for Small Cell Networks

2015 · Petri Luoto, Pekka Pirinen, et al. · IEEE Transactions on Wireless Communications · 33

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Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation

2020 · Madhusanka Manimel Wadu, Sumudu Samarakoon, et al. · IEEE Wireless Communications and Networking Conference · 28

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Learning Generalized Wireless MAC Communication Protocols via Abstraction

2022 · Luciano Miuccio, Salvatore Riolo, et al. · Globecom · 26

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Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications

2021 · Jihong Park, Sumudu Samarakoon, et al. · Proceedings of the IEEE · 26

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System Level Performance Evaluation of LTE-V2X Network

2016 · Luoto, Petri, Bennis, Mehdi, et al. · arXiv (Cornell University) · 26

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Federated Learning for Ultra-Reliable Low-Latency V2V Communications

2018 · Sumudu Samarakoon, Mehdi Bennis, et al. · Globecom · 25

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Learning-Based Caching in Cloud-Aided Wireless Networks

2017 · Syed Tamoor-ul-Hassan, Sumudu Samarakoon, et al. · IEEE Communications Letters · 25

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Works count: 86

Citation count: 2,317

H-index: 25

I10-index: 36