FedLesScan: Mitigating Stragglers in Serverless Federated Learning

10 November 2022

Papers citing "FedLesScan: Mitigating Stragglers in Serverless Federated Learning"

6 / 6 papers shown

Title
Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments Mohak Chadha Alexander Jensen Jianfeng Gu Osama Abboud Michael Gerndt 29 0 0 22 Apr 2024
FLIPS: Federated Learning using Intelligent Participant Selection R. Bhope K. R. Jayaram N. Venkatasubramanian Ashish Verma Gegi Thomas FedML 17 3 0 07 Aug 2023
FedLess: Secure and Scalable Federated Learning Using Serverless Computing Andreas Grafberger Mohak Chadha Anshul Jindal Jianfeng Gu Michael Gerndt 36 49 0 05 Nov 2021
Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication Muah Kim Onur Gunlu Rafael F. Schaefer FedML 101 118 0 09 Feb 2021
Benchmarking, Analysis, and Optimization of Serverless Function Snapshots Dmitrii Ustiugov Plamen Petrov Marios Kogias Edouard Bugnion Boris Grot 39 171 0 16 Jan 2021
Federated Learning: Opportunities and Challenges P. Mammen FedML 44 210 0 14 Jan 2021