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A Benchmark suite to evaluate Aapche Flink's and Apache Spark's for common distributed machine learining algorithms.

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mlbench

Benchmarking Data Flow Systems for Scalable Machine Learning.

This is the code associated with the paper presented at the BeyondMR Workshop @ SIGMOD 2017. We use the PEEL framework to define and execute the benchmark experiments.

Experiments Definitions and Code for the supervised learning experiments will be added soon.

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A Benchmark suite to evaluate Aapche Flink's and Apache Spark's for common distributed machine learining algorithms.

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  • Scala 92.3%
  • Shell 7.7%