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A tool for controlling the execution time of Spark applications under set deadlines

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xSpark

In the following repositories you will find the components created for anaylizing, controlling and evaluate our tool.

  • xSpark: an extension of Spark for controlling big-data applications
  • xSpark-bench: a tool to run benchmarks and evaluate xSpark
  • Spark-seq: a simple Spark fork for the sequential execution of Spark stages
  • xSpark-dock: containerized Spark executors
  • Spark-perf: spark-perf benchmark with the ability of generating dataset with skewed distribution (Zip'f law)
  • Dilworth-labeling: DAG labeling with Dilworth's theorem

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A tool for controlling the execution time of Spark applications under set deadlines

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