Redundancy Techniques for Straggler Mitigation in Distributed
Optimization and Learning

Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning

14 March 2018

Yifan Sun

Suhas Diggavi

Papers citing "Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning"

10 / 10 papers shown

Title
Impact of Redundancy on Resilience in Distributed Optimization and Learning Shuo Liu Nirupam Gupta Nitin H. Vaidya 39 2 0 16 Nov 2022
Adaptive Gap Entangled Polynomial Coding for Multi-Party Computation at the Edge Elahe Vedadi Yasaman Keshtkarjahromi H. Seferoglu 16 1 0 13 Mar 2022
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent Pedro Soto Ilia Ilmer Haibin Guan Jun Li 38 3 0 31 Jan 2022
Orthonormal Sketches for Secure Coded Regression Neophytos Charalambides Hessam Mahdavifar Mert Pilanci Alfred Hero 28 8 0 21 Jan 2022
Jointly Optimize Coding and Node Selection for Distributed Computing over Wireless Edge Networks Cong T. Nguyen Diep N. Nguyen D. Hoang Hoang-Anh Pham E. Dutkiewicz 18 2 0 10 Jun 2021
Asynchronous Distributed Optimization with Redundancy in Cost Functions Shuo Liu Nirupam Gupta Nitin H. Vaidya 31 3 0 07 Jun 2021
Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks Saurav Prakash S. Dhakal M. Akdeniz Yair Yona S. Talwar Salman Avestimehr N. Himayat FedML 35 92 0 12 Nov 2020
Diversity/Parallelism Trade-off in Distributed Systems with Redundancy Pei Peng E. Soljanin P. Whiting 22 14 0 05 Oct 2020
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning S. Kadhe O. O. Koyluoglu Kannan Ramchandran 32 11 0 14 May 2020
Coded Federated Learning S. Dhakal Saurav Prakash Yair Yona S. Talwar N. Himayat FedML 23 68 0 21 Feb 2020