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Iterstore

IterStore is a parameter server library for iterative convergent machine learning applications. Our example applications include matrix factorization, LDA, multi-class logistic regression, and PageRank.

GeePS

GeePS is a parameter server library that scales single-machine GPU machine learning applications (such as Caffe) to a cluster of machines.

Query/Update Protocol

Process Scheduling

DiskSim

NASD

RAIDframe

TIP (Transparent Informed Prefetching)

 

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