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Distributed Linear Programming on GPU Clusters at Extreme Scale

Deza, Arnaud et al.
arXiv (All) · Papers
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and-cluster-computingdistributedoptimization-and-controlparallel
Large linear programs can exceed the memory of a single compute node. Although first-order methods replace sparse factorizations with GPU-suited matrix-vector products, other solver phases can reintroduce a single-node memory limit. We present SHARDLP, a distributed GPU LP solver that keeps the matr
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