Provisioning data analytic workloads in a cloud

@article{Mian2013ProvisioningDA,
  title={Provisioning data analytic workloads in a cloud},
  author={Rizwan Mian and Patrick Martin and Jos{\'e} Luis V{\'a}zquez-Poletti},
  journal={Future Generation Comp. Syst.},
  year={2013},
  volume={29},
  pages={1452-1458}
}
Data analytics applications are well-suited for a cloud environment. In this paper we examine the problem of provisioning resources in a public cloud to execute data analytic workloads. The goal of our provisioning method is to determine the most cost-effective configuration for a given data analytic workload. Provisioning a workload in a public cloud environment faces several challenges: it is difficult to develop accurate performance prediction models using standard methods; the space of… CONTINUE READING
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