A New Combinatorial Coded Design for Heterogeneous Distributed Computing

21 July 2020

Papers citing "A New Combinatorial Coded Design for Heterogeneous Distributed Computing"

16 / 16 papers shown

Title
Resolvable Designs for Speeding up Distributed Computing Konstantinos Konstantinidis A. Ramamoorthy 38 27 0 14 Aug 2019
On the Fundamental Limits of Coded Data Shuffling for Distributed Machine Learning Adel M. Elmahdy S. Mohajer FedML 36 15 0 11 Jul 2018
Robust Gradient Descent via Moment Encoding with LDPC Codes R. Maity A. S. Rawat A. Mazumdar 49 41 0 22 May 2018
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication Ankur Mallick Malhar Chaudhari Utsav Sheth Ganesh Palanikumar Gauri Joshi 64 142 0 27 Apr 2018
Fundamental Limits of Coded Linear Transform Sinong Wang Jiashang Liu Ness B. Shroff Pengyu Yang 50 38 0 25 Apr 2018
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients Lingjiao Chen Hongyi Wang Zachary B. Charles Dimitris Papailiopoulos 43 245 0 27 Mar 2018
A New Combinatorial Design of Coded Distributed Computing Nicholas Woolsey Rong-Rong Chen Mingyue Ji 46 31 0 12 Feb 2018
Communication-Computation Efficient Gradient Coding Min Ye Emmanuel Abbe 57 158 0 09 Feb 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 49 50 0 17 Jan 2018
Near Optimal Coded Data Shuffling for Distributed Learning Mohamed Adel Attia Ravi Tandon FedML 137 30 0 05 Jan 2018
Straggler Mitigation in Distributed Optimization Through Data Encoding C. Karakuş Yifan Sun Suhas Diggavi W. Yin 51 144 0 14 Nov 2017
Straggler Mitigation by Delayed Relaunch of Tasks M. Aktaş Pei Peng E. Soljanin 57 39 0 01 Oct 2017
On Heterogeneous Coded Distributed Computing Mehrdad Kiamari Chenwei Wang A. Avestimehr 53 58 0 01 Sep 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
A Fundamental Tradeoff between Computation and Communication in Distributed Computing Songze Li M. Maddah-ali Qian-long Yu A. Avestimehr OT 53 451 0 24 Apr 2016
Speeding Up Distributed Machine Learning Using Codes Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran 189 858 0 08 Dec 2015