Autonomic Resource Management with Support Vector Machines

@article{Niehrster2011AutonomicRM,
  title={Autonomic Resource Management with Support Vector Machines},
  author={Oliver Nieh{\"o}rster and Alexander Krieger and Jens Simon and Andr{\'e} Brinkmann},
  journal={2011 IEEE/ACM 12th International Conference on Grid Computing},
  year={2011},
  pages={157-164}
}
The use of virtualization technology makes data centers more dynamic and easier to administrate. Today, cloud providers offer customers access to complex applications running on virtualized hardware. Nevertheless, big virtualized data centers become stochastic environments and the implification on the user side leads to many challenges for the provider. He has to find cost-efficient configurations and has to deal with dynamic environments to ensure service guarantees. In this paper, we… CONTINUE READING
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