Towards building performance models for data-intensive workloads in public clouds

@inproceedings{Mian2013TowardsBP,
  title={Towards building performance models for data-intensive workloads in public clouds},
  author={Rizwan Mian and Patrick Martin and Farhana H. Zulkernine and Jos{\'e} Luis V{\'a}zquez-Poletti},
  booktitle={ICPE},
  year={2013}
}
The cloud computing paradigm provides the "illusion" of infinite resources and, therefore, becomes a promising candidate for large-scale data-intensive computing. In this paper, we explore experiment-driven performance models for data-intensive workloads executing in an infrastructure-as-a-service (IaaS) public cloud. The performance models help in predicting the workload behaviour, and serve as a key component of a larger framework for resource provisioning in the cloud. We determine a… CONTINUE READING
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