Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020

25 February 2020

Papers citing "Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers"

9 / 9 papers shown

MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute TimesConference on Uncertainty in Artificial Intelligence (UAI), 2024

Artavazd Maranjyan

Omar Shaikh Omar

Peter Richtárik

310

05 Oct 2024

AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes

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Lei Liang

260

15 Apr 2024

Fast and Straggler-Tolerant Distributed SGD with Reduced Computation LoadInternational Symposium on Information Theory (ISIT), 2023

202

17 Apr 2023

Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning

324

04 Aug 2022

Cost-Efficient Distributed Learning via Combinatorial Multi-Armed Bandits

434

16 Feb 2022

Straggler Mitigation through Unequal Error Protection for Distributed Approximate Matrix MultiplicationIEEE Journal on Selected Areas in Communications (JSAC), 2021

278

04 Mar 2021

On Gradient Coding with Partial RecoveryInternational Symposium on Information Theory (ISIT), 2021

Sahasrajit Sarmasarkar

V. Lalitha

Nikhil Karamchandani

286

19 Feb 2021

Efficient Replication for Straggler Mitigation in Distributed Computing

Amir Behrouzi-Far

E. Soljanin

249

03 Jun 2020

Taming Momentum in a Distributed Asynchronous Environment

361

26 Jul 2019