MRTuner: A Toolkit to Enable Holistic Optimization for MapReduce Jobs
Juwei Shi Jia Zou Jiaheng Lu Zhao Cao Shiqiang Li and Chen Wang
In this paper, we introduce a toolkit from IBM, calledMR-Tuner, to enable holistic optimization for MapReduce jobs. In par-ticular, we propose a novelProducer-Transporter-Consumer(PTC) model, which characterizes the tradeoffs in the parallel execution among tasks.
A Toolkit to Enable Holistic Optimization for MapReduce Jobs
