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06/10/2020
Anytime MiniBatch: Exploiting Stragglers in Online Distributed Optimization
Distributed optimization is vital in solving large-scale machine learnin...
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07/20/2019
Cuboid Partitioning for Hierarchical Coded Matrix Multiplication
Coded matrix multiplication is a technique to enable straggler-resistant...
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07/20/2019
Hierarchical Coded Matrix Multiplication
Slow working nodes, known as stragglers, can greatly reduce the speed of...
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10/06/2018
Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers
In this paper, we focus on approaches to parallelizing stochastic gradie...
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06/26/2018
Exploitation of Stragglers in Coded Computation
In cloud computing systems slow processing nodes, often referred to as "...
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06/26/2018
