Anis Elgabli

PhD

Postdoctoral Researcher
Communication Engineering

28 peer reviewed publications in international journals. The publications have been cited 203 times, of which the most cited publication accounts for 26 citations. The author has a h-index of 8.00.

Biography

I am a postdoctoral researcher at the Centre for Wireless Communications, University of Oulu, Finland. I received the B.Sc. degree in electrical and electronic engineering from the University of Tripoli, Libya, in 2004, the M.Eng. degree from UKM, Malaysia, in 2007, and M.Sc and PhD from the department of electrical and computer engineering, Purdue university, Indiana, USA in 2015 and 2018 respectively. My main research interests are in heterogeneous networks, radio resource management, vehicular communication, video streaming, distributed optimization, distributed machine learning in 5G networks and beyond.

Research interests

  • Ultra-reliable and low latency communication (URLLC)
  • Virtual reality, edge/fog computing
  • Unmanned aerial vehicles (UAV)
  • 5G-V2X, smart cities
  • The Internet of Things
  • Distributed Machine learning
  • Video streaming
  • smart cities
  • AI for wireless
  • Distributed Optimization

Databases

Social media

Research groups

  • Postdoctoral Researcher, ICON

Selected publications

  • Elgabli, Anis; Park, Jihong; Bedi, Amrit S.; Bennis, Mehdi; Aggarwal, Vaneet (2020) GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning. - Journal of machine learning research 21 (76), 1-39 . [Original] [Self-archived]
  • Elgabli, Anis; Park, Jihong; Bedi, Amrit S.; Bennis, Mehdi; Aggarwal, Vaneet (2020) Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. (Artikkeli tieteellisessä konferenssijulkaisussa). - ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) : Proceedings. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing. 8876-8880. [Original] [Self-archived]
  • Elgabli, Anis; Elghariani, Ali; Aggarwal, Vaneet; Bell, Mark R. (2019) A Low-Complexity Detection Algorithm for Uplink Massive MIMO Systems Based on Alternating Minimization. - IEEE wireless communications letters 8 (3), 917-920 . [Original] [Self-archived]
  • Elgabli, Anis; Felemban, Muhamad; Aggarwal, Vaneet (2019) GroupCast: Preference-Aware Cooperative Video Streaming With Scalable Video Coding. - IEEE-ACM transactions on networking 27 (3), 1138-1150 . [Original] [Self-archived]
  • Elgabli, Anis; Khan,Hamza; Krouka, Mounssif; Bennis,Mehdi (2019) Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks. (Artikkeli tieteellisessä konferenssijulkaisussa). - 2019 IEEE Symposium on Computers and Communications (ISCC). Proceedings : IEEE Symposium on Computers and Communications, 8969641. [Original] [Self-archived]