Lead federated neuromorphic learning for wireless edge artificial intelligence

Federated Learning: Strategies for Improving Communication Efficiency

Jakub Konečný, H. Brendan McMahan, Felix X. Yu et al. · arXiv (Cornell University) · 2016 · 3K citations · Full text

Engineering, Machine Learning, Data Science +14

Federated Learning in Mobile Edge Networks: A Comprehensive Survey

Wei Yang Bryan Lim, Nguyen Cong Luong, Dinh Thai Hoang et al. · IEEE Communications Surveys & Tutorials · 2020 · 2.3K citations

Engineering, Machine Learning, Edge Device +19

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis et al. · IEEE Journal on Selected Areas in Communications · 2019 · 2.1K citations

Cluster Computing, Engineering, Machine Learning +18

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

Zhi Zhou, Xu Chen, En Li et al. · Proceedings of the IEEE · 2019 · 2K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

1.1 Computing's energy problem (and what we can do about it)

Mark Horowitz · 2014 · 1.8K citations

Computational Complexity Theory, Engineering, Energy Efficiency +22