FedLess: Secure and Scalable Federated Learning Using Serverless Computing

5 November 2021

Papers citing "FedLess: Secure and Scalable Federated Learning Using Serverless Computing"

8 / 8 papers shown

Title
Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments Mohak Chadha Alexander Jensen Jianfeng Gu Osama Abboud Michael Gerndt 24 0 0 22 Apr 2024
Federated learning with differential privacy and an untrusted aggregator Kunlong Liu Trinabh Gupta 27 0 0 17 Dec 2023
Serverless Computing for Scientific Applications Maciej Malawski B. Baliś 22 6 0 04 Sep 2023
Migrating from Microservices to Serverless: An IoT Platform Case Study Mohak Chadha Victor Pacyna Anshul Jindal Jiatao Gu Michael Gerndt 10 4 0 09 Oct 2022
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
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms Anshul Jindal Michael Gerndt Mohak Chadha Vladimir Podolskiy Pengfei Chen 18 36 0 03 Feb 2021
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 162 563 0 27 Jul 2020
Threats to Federated Learning: A Survey Lingjuan Lyu Han Yu Qiang Yang FedML 186 432 0 04 Mar 2020