Near-Optimal Straggler Mitigation for Distributed Gradient Methods

27 October 2017

Songze Li

Seyed Mohammadreza Mousavi Kalan

A. Avestimehr

Mahdi Soltanolkotabi

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Papers citing "Near-Optimal Straggler Mitigation for Distributed Gradient Methods"

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Title
Perfect Multi-User Distributed Computing Ali Khalesi P. Elia 23 2 0 04 Feb 2024
Soft BIBD and Product Gradient Codes Animesh Sakorikar Lele Wang 29 5 0 11 May 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
Coding for Distributed Multi-Agent Reinforcement Learning Baoqian Wang Junfei Xie Nikolay Atanasov 38 4 0 07 Jan 2021
Gradient Coding with Dynamic Clustering for Straggler Mitigation Baturalp Buyukates Emre Ozfatura S. Ulukus Deniz Gunduz 29 7 0 03 Nov 2020
Throughput-Optimal Topology Design for Cross-Silo Federated Learning Othmane Marfoq Chuan Xu Giovanni Neglia Richard Vidal FedML 67 85 0 23 Oct 2020
Artificial Intelligence for UAV-enabled Wireless Networks: A Survey Mohamed-Amine Lahmeri Mustafa A. Kishk Mohamed-Slim Alouini 35 102 0 24 Sep 2020
Coded Distributed Computing with Partial Recovery Emre Ozfatura S. Ulukus Deniz Gunduz 38 28 0 04 Jul 2020
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning S. Kadhe O. O. Koyluoglu Kannan Ramchandran 32 11 0 14 May 2020
Decentralized gradient methods: does topology matter? Giovanni Neglia Chuan Xu Don Towsley G. Calbi 24 50 0 28 Feb 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 34 327 0 22 Feb 2020
Gradient Coding with Clustering and Multi-message Communication Emre Ozfatura Deniz Gunduz S. Ulukus 26 38 0 05 Mar 2019
Federated Learning via Over-the-Air Computation Kai Yang Tao Jiang Yuanming Shi Z. Ding FedML 33 873 0 31 Dec 2018
On the Effect of Task-to-Worker Assignment in Distributed Computing Systems with Stragglers Amir Behrouzi-Far E. Soljanin 31 14 0 08 Aug 2018
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy Qian-long Yu Songze Li Netanel Raviv Seyed Mohammadreza Mousavi Kalan Jinhyun So A. Avestimehr 47 383 0 04 Jun 2018
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding Songze Li Seyed Mohammadreza Mousavi Kalan Qian-long Yu Mahdi Soltanolkotabi A. Avestimehr 34 48 0 24 May 2018
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication Ankur Mallick Malhar Chaudhari Utsav Sheth Ganesh Palanikumar Gauri Joshi 24 141 0 27 Apr 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 18 50 0 17 Jan 2018
On Heterogeneous Coded Distributed Computing Mehrdad Kiamari Chenwei Wang A. Avestimehr 34 57 0 01 Sep 2017