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Approximate Gradient Coding and Data Assignment in Distributed Computing Systems

Published in IEEE Transactions on Vehicular Technology • Jan 1, 2025
NobleIDNI7P39W13R96S96
Authors:
Haojun Li
,
Yi Chen
,
Kenneth W. Shum

Abstract

In the deployment of distributed gradient descent algorithms in a network, the computational time and response time of a worker node are affected by various factors, such as processor speed, memory, network delay, and congestion. Straggler feedback delays can severely set back the effectiveness of d...

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