Sampling-Based Multi-Job Placement for Heterogeneous Deep Learning Clusters

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Refrences
Title Journal Journal Categories Citations Publication Date
Analysis of variants in round robin algorithms for load balancing in cloud computing 2013
Beyond data and model parallelism for deep neural networks
Adaptive load balancing for parallel GNN training
More effective distributed ML via a stale synchronous parallel parameter server
HOGWILD: A lock-free approach to parallelizing stochastic gradient descent