Alsched: Algebraic Scheduling of Mixed Workloads in Heterogeneous Clouds

Abstract

As cloud resources and applications grow more heterogeneous, allocating the right resources to different tenants' activities increasingly depends upon understanding tradeoffs regarding their individual behaviors. One may require a specific amount of RAM, another may benefit from a GPU, and a third may benefit from executing on the same rack as a fourth… (More)
DOI: 10.1145/2391229.2391254

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Cite this paper

@inproceedings{Tumanov2012AlschedAS, title={Alsched: Algebraic Scheduling of Mixed Workloads in Heterogeneous Clouds}, author={Alexey Tumanov and James Cipar and Gregory R. Ganger and Michael A. Kozuch}, booktitle={SoCC}, year={2012} }