Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP

3 November 2022

Papers citing "Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP"

11 / 11 papers shown

Title
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 41 161 0 06 Aug 2020
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning Dingzhu Wen M. Bennis Kaibin Huang 40 48 0 10 Mar 2020
Communication-Efficient Distributed Deep Learning: A Comprehensive Survey Zhenheng Tang Shaoshuai Shi Wei Wang Yue Liu Xiaowen Chu 37 49 0 10 Mar 2020
Communication optimization strategies for distributed deep neural network training: A survey Shuo Ouyang Dezun Dong Yemao Xu Liquan Xiao 64 12 0 06 Mar 2020
A Survey on Distributed Machine Learning Joost Verbraeken Matthijs Wolting Jonathan Katzy Jeroen Kloppenburg Tim Verbelen Jan S. Rellermeyer OOD 66 699 0 20 Dec 2019
Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation Canh T. Dinh N. H. Tran Minh N. H. Nguyen Choong Seon Hong Wei Bao Albert Y. Zomaya Vincent Gramoli FedML 89 333 0 29 Oct 2019
Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning Xing Zhao Aijun An Junfeng Liu Bin Chen 42 57 0 16 Aug 2019
Distilling On-Device Intelligence at the Network Edge Jihong Park Shiqiang Wang Anis Elgabli Seungeun Oh Eunjeong Jeong Han Cha Hyesung Kim Seong-Lyun Kim M. Bennis 26 32 0 16 Aug 2019
Federated Optimization in Heterogeneous Networks Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 76 5,105 0 14 Dec 2018
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training Liang Luo Jacob Nelson Luis Ceze Amar Phanishayee Arvind Krishnamurthy 87 120 0 21 May 2018
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 148 13,174 0 09 Sep 2015