Straggler Mitigation at Scale

25 June 2019

Papers citing "Straggler Mitigation at Scale"

12 / 12 papers shown

Title
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding Qian-long Yu M. Maddah-ali A. Avestimehr 64 40 0 23 Jan 2018
BigRoots: An Effective Approach for Root-cause Analysis of Stragglers in Big Data System Honggang Zhou Yunchun Li Hailong Yang Jie Jia Wei Li 28 18 0 10 Jan 2018
Straggler Mitigation in Distributed Optimization Through Data Encoding C. Karakuş Yifan Sun Suhas Diggavi W. Yin 51 144 0 14 Nov 2017
Near-Optimal Straggler Mitigation for Distributed Gradient Methods Songze Li Seyed Mohammadreza Mousavi Kalan A. Avestimehr Mahdi Soltanolkotabi 62 97 0 27 Oct 2017
Effective Straggler Mitigation: Which Clones Should Attack and When? M. Aktaş Pei Peng E. Soljanin 45 33 0 02 Oct 2017
Straggler Mitigation by Delayed Relaunch of Tasks M. Aktaş Pei Peng E. Soljanin 57 39 0 01 Oct 2017
Gradient Coding from Cyclic MDS Codes and Expander Graphs Netanel Raviv Itzhak Tamo Rashish Tandon A. Dimakis 39 182 0 12 Jul 2017
Improving Distributed Gradient Descent Using Reed-Solomon Codes Wael Halbawi Navid Azizan Fariborz Salehi B. Hassibi AI4CE FedML 48 157 0 16 Jun 2017
Gradient Coding Rashish Tandon Qi Lei A. Dimakis Nikos Karampatziakis 52 74 0 10 Dec 2016
Speeding Up Distributed Machine Learning Using Codes Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran 195 858 0 08 Dec 2015
Efficient Straggler Replication in Large-scale Parallel Computing Da Wang Gauri Joshi G. Wornell 62 128 0 11 Mar 2015
Coding for Fast Content Download Gauri Joshi Yanpei Liu E. Soljanin 88 99 0 09 Oct 2012