Hierarchical scheduling for diverse datacenter workloads

@inproceedings{Bhattacharya2013HierarchicalSF,
  title={Hierarchical scheduling for diverse datacenter workloads},
  author={Arka Aloke Bhattacharya and David E. Culler and Eric J. Friedman and Ali Ghodsi and Scott Shenker and Ion Stoica},
  booktitle={SoCC},
  year={2013}
}
There has been a recent industrial effort to develop multi-resource hierarchical schedulers. However, the existing implementations have some shortcomings in that they might leave resources unallocated or starve certain jobs. This is because the multi-resource setting introduces new challenges for hierarchical scheduling policies. We provide an algorithm, which we implement in Hadoop, that generalizes the most commonly used multi-resource scheduler, DRF [1], to support hierarchies. Our… CONTINUE READING
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