Speeding Up Distributed Gradient Descent by Utilizing Non-persistent
Stragglers

Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers

7 August 2018

Deniz Gunduz

Papers citing "Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers"

12 / 12 papers shown

Title
Redundancy Management for Fast Service (Rates) in Edge Computing Systems Pei Peng E. Soljanin 25 1 0 01 Mar 2023
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent Pedro Soto Ilia Ilmer Haibin Guan Jun Li 35 3 0 31 Jan 2022
Optimization-based Block Coordinate Gradient Coding Qi Wang Ying Cui Chenglin Li Junni Zou H. Xiong 19 2 0 18 Sep 2021
Coded Gradient Aggregation: A Tradeoff Between Communication Costs at Edge Nodes and at Helper Nodes B. Sasidharan Anoop Thomas 28 9 0 06 May 2021
Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning Baturalp Buyukates Emre Ozfatura S. Ulukus Deniz Gunduz 35 15 0 01 Mar 2021
On Gradient Coding with Partial Recovery Sahasrajit Sarmasarkar V. Lalitha Nikhil Karamchandani 23 8 0 19 Feb 2021
Diversity/Parallelism Trade-off in Distributed Systems with Redundancy Pei Peng E. Soljanin P. Whiting 19 13 0 05 Oct 2020
Coded Distributed Computing with Partial Recovery Emre Ozfatura S. Ulukus Deniz Gunduz 32 28 0 04 Jul 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 26 326 0 22 Feb 2020
Gradient Coding with Clustering and Multi-message Communication Emre Ozfatura Deniz Gunduz S. Ulukus 24 38 0 05 Mar 2019
Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers Nuwan S. Ferdinand S. Draper 13 19 0 06 Oct 2018
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD Sanghamitra Dutta Gauri Joshi Soumyadip Ghosh Parijat Dube P. Nagpurkar 31 193 0 03 Mar 2018