Towards autonomic workload provisioning for enterprise Grids and clouds

@article{Quiroz2009TowardsAW,
  title={Towards autonomic workload provisioning for enterprise Grids and clouds},
  author={Andres Quiroz and Hyunjoo Kim and Manish Parashar and Nathan Gnanasambandam and Naveen Sharma},
  journal={2009 10th IEEE/ACM International Conference on Grid Computing},
  year={2009},
  pages={50-57}
}
This paper explores autonomic approaches for optimizing provisioning for heterogeneous workloads on enterprise Grids and clouds. Specifically, this paper presents a decentralized, robust online clustering approach that addresses the distributed nature of these environments, and can be used to detect patterns and trends, and use this information to optimize provisioning of virtual (VM) resources. It then presents a model-based approach for estimating application service time using long-term… CONTINUE READING
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