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Measuring and optimizing distributed array programs

Published in Proceedings of the VLDB Endowment • Aug 1, 2016
NobleIDNI3P31W17R39S20
Authors:
Mingxing Zhang
,
Yongwei Wu
,
Kang Chen

Abstract

Nowadays, there is a rising trend of building array-based distributed computing frameworks, which are suitable for implementing many machine learning and data mining algorithms. However, most of these frameworks only execute each primitive in an isolated manner and in the exact order defined by prog...

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