Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist.
KDD, pp. 293-301, 2018.
Apache Spark is a popular system aimed at the analysis of large data sets, but recent studies have shown that certain computations---in particular, many linear algebra computations that are the basis for solving common machine learning problems---are significantly slower in Spark than when done using libraries written in a high-performanc...更多
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