Fast and Straggler-Tolerant Distributed SGD with Reduced Computation Load

Author:

Egger Maximilian1,Hanna Serge Kas2,Bitar Rawad1

Affiliation:

1. Technical University of Munich,Munich,Germany

2. Aalto University,Espoo,Finland

Publisher

IEEE

Reference49 articles.

1. Exploitation of Stragglers in Coded Computation

2. Lagrange coded computing: Optimal design for resiliency, security, and privacy;yu;International Conference on Artificial Intelligence and Statistics,2019

3. Straggler mitigation in distributed optimization through data encoding;karakus;Advances in neural information processing systems,2017

4. DRACO: Byzantine-resilient distributed training via redundant gradients;chen;International Conference on Machine Learning,2018

5. Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Fast and Straggler-Tolerant Distributed SGD with Reduced Computation Load;2023 IEEE International Symposium on Information Theory (ISIT);2023-06-25

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