Resource-constrained Federated Edge Learning with Heterogeneous Data:
Formulation and Analysis

Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis

14 October 2021

Papers citing "Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis"

13 / 13 papers shown

Title
A Comprehensive Survey on Joint Resource Allocation Strategies in Federated Edge Learning Jingbo Zhang Qiong Wu Pingyi Fan Q. Fan FedML 28 0 0 10 Oct 2024
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder Yuchen Jiang Ying Wu Shiyao Zhang J. J. Yu 25 3 0 12 Jul 2024
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 29 10 0 05 Mar 2024
Temporal Gradient Inversion Attacks with Robust Optimization Bowen Li Jie Li Hanlin Gu Ruoxin Chen Jie Li Chentao Wu Na Ruan Xueming Si Lixin Fan AAML 33 2 0 13 Jun 2023
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks Chaoqun You Kun Guo Howard H. Yang Tony Q. S. Quek 38 16 0 19 Mar 2023
Need of 6G for the Metaverse Realization Bartlomiej Siniarski C. D. Alwis Gokul Yenduri Thien Huynh-The Gürkan Gür Thippa Reddy Gadekallu Madhusanka Liyanage 23 16 0 28 Dec 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 28 398 0 01 Jun 2022
Enabling All In-Edge Deep Learning: A Literature Review Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 21 22 0 07 Apr 2022
SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing Nicolò Dal Fabbro S. Dey M. Rossi Luca Schenato FedML 29 14 0 11 Feb 2022
Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones Zhe Zhang Shiyao Ma Zhaohui Yang Zehui Xiong Jiawen Kang Yi Wu Kejia Zhang Dusit Niyato 14 35 0 03 Jan 2022
Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things Yi Liu Ruihui Zhao Jiawen Kang A. Yassine Dusit Niyato Jia-Jie Peng FedML 69 35 0 08 Dec 2020
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 162 760 0 28 Sep 2019
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 179 1,032 0 29 Nov 2018