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Timely Communication in Federated Learning
v1v2 (latest)

Timely Communication in Federated Learning

31 December 2020
Baturalp Buyukates
S. Ulukus
    FedML
ArXiv (abs)PDFHTML

Papers citing "Timely Communication in Federated Learning"

11 / 11 papers shown
PPFL-RDSN: Privacy-Preserving Federated Learning-based Residual Dense Spatial Networks for Encrypted Lossy Image Reconstruction
PPFL-RDSN: Privacy-Preserving Federated Learning-based Residual Dense Spatial Networks for Encrypted Lossy Image Reconstruction
Peilin He
James Joshi
312
0
0
30 Jun 2025
$r$Age-$k$: Communication-Efficient Federated Learning Using Age Factor
rrrAge-kkk: Communication-Efficient Federated Learning Using Age FactorAsilomar Conference on Signals, Systems and Computers (ACSSC), 2024
Matin Mortaheb
Priyanka Kaswan
S. Ulukus
FedML
352
2
0
29 Oct 2024
CAFe: Cost and Age aware Federated Learning
CAFe: Cost and Age aware Federated Learning
S. Liyanaarachchi
Kanchana Thilakarathna
S. Ulukus
FedML
176
2
0
24 May 2024
Age Aware Scheduling for Differentially-Private Federated Learning
Age Aware Scheduling for Differentially-Private Federated LearningInternational Symposium on Information Theory (ISIT), 2024
Kuan-Yu Lin
Hsuan-Yin Lin
Yu-Pin Hsu
Yu-Chih Huang
FedML
312
5
0
09 May 2024
Value of Information and Timing-aware Scheduling for Federated Learning
Value of Information and Timing-aware Scheduling for Federated LearningIEEE Conference on Standards for Communications and Networking (CSCN), 2023
Muhammad Azeem Khan
Howard H. Yang
Zihan Chen
Antonio Iera
Nikolaos Pappas
283
5
0
16 Dec 2023
Multi-FedLS: a Framework for Cross-Silo Federated Learning Applications
  on Multi-Cloud Environments
Multi-FedLS: a Framework for Cross-Silo Federated Learning Applications on Multi-Cloud Environments
R. Brum
Maria Clicia Stelling de Castro
L. Arantes
Lúcia M. A. Drummond
Pierre Sens
FedML
203
2
0
17 Aug 2023
Timely Asynchronous Hierarchical Federated Learning: Age of Convergence
Timely Asynchronous Hierarchical Federated Learning: Age of Convergence
Purbesh Mitra
Sennur Ulukus
FedML
317
0
0
21 Jun 2023
Delay Sensitive Hierarchical Federated Learning with Stochastic Local Updates
Delay Sensitive Hierarchical Federated Learning with Stochastic Local UpdatesIEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2023
Abdulmoneam Ali
A. Arafa
FedML
355
11
0
09 Feb 2023
Communication-Efficient Local SGD with Age-Based Worker Selection
Communication-Efficient Local SGD with Age-Based Worker SelectionJournal of Supercomputing (JS), 2022
Feng Zhu
Jingjing Zhang
Xin Eric Wang
452
3
0
31 Oct 2022
Federated learning and next generation wireless communications: A survey
  on bidirectional relationship
Federated learning and next generation wireless communications: A survey on bidirectional relationship
Debaditya Shome
Omer Waqar
Wali Ullah Khan
277
39
0
14 Oct 2021
On the Convergence Time of Federated Learning Over Wireless Networks
  Under Imperfect CSI
On the Convergence Time of Federated Learning Over Wireless Networks Under Imperfect CSI
Francesco Pase
M. Giordani
M. Zorzi
FedML
244
16
0
01 Apr 2021
1
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