An Efficient and Reliable Asynchronous Federated Learning Scheme for
Smart Public Transportation

An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation

15 August 2022

Peter W. Eklund

Papers citing "An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation"

17 / 17 papers shown

Title
Asynchronous Federated Learning on Heterogeneous Devices: A Survey Chenhao Xu Youyang Qu Yong Xiang Longxiang Gao FedML 145 252 0 09 Sep 2021
SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems Chenhao Xu Jiaqi Ge Yong Li Yao Deng Longxiang Gao Mengshi Zhang Yong Xiang Xi Zheng FedML 65 14 0 12 Mar 2021
e-PoS: Making Proof-of-Stake Decentralized and Fair Muhammad Saad Zhan Qin K. Ren Daehun Nyang David A. Mohaisen 90 69 0 01 Jan 2021
Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework Jiawen Kang Zehui Xiong Chunxiao Jiang Yi Liu Song Guo Yang Zhang Dusit Niyato Cyril Leung Chunyan Miao FedML 40 42 0 10 Aug 2020
A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus Yuzheng Li Chuan Chen Nan Liu Huawei Huang Zibin Zheng Qiang Yan FedML 68 402 0 02 Apr 2020
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 296 556 0 30 Mar 2020
Mapping the Interplanetary Filesystem Sebastian A. Henningsen Martin Florian Sebastian Rust Björn Scheuermann 26 45 0 18 Feb 2020
LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection Roberto Doriguzzi-Corin Stuart Millar Sandra Scott-Hayward Jesus Martinez-del-Rincon Domenico Siracusa 35 252 0 12 Feb 2020
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism L. U. Khan Shashi Raj Pandey Nguyen H. Tran Walid Saad Zhu Han Minh N. H. Nguyen Choong Seon Hong FedML 55 384 0 06 Nov 2019
Reliable Federated Learning for Mobile Networks Jiawen Kang Zehui Xiong Dusit Niyato Y. Zou Yang Zhang Mohsen Guizani FedML 50 464 0 14 Oct 2019
SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead A. Masullo Ligang He Toby Perrett Rui Mao Carsten Maple Majid Mirmehdi 66 314 0 03 Oct 2019
Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation Y. Chen Xiaoyan Sun Yaochu Jin FedML 51 442 0 18 Mar 2019
Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge Takayuki Nishio Ryo Yonetani FedML 120 1,403 0 23 Apr 2018
Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting Zhiyong Cui Kristian C. Henrickson Ruimin Ke Ziyuan Pu Yinhai Wang GNN AI4TS 102 749 0 20 Feb 2018
Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchains Elli Androulaki Artem Barger V. Bortnikov Christian Cachin K. Christidis ... A. Sorniotti C. Stathakopoulou Marko Vukolić S. Cocco Jason Yellick 53 3,640 0 30 Jan 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 262 8,876 0 25 Aug 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 380 17,453 0 17 Feb 2016