Learning Application Models for Utility Resource Planning

  title={Learning Application Models for Utility Resource Planning},
  author={Piyush Shivam and Shivnath Babu and Jeffrey S. Chase},
  journal={2006 IEEE International Conference on Autonomic Computing},
Shared computing utilities allocate compute, network and storage resources to competing applications on demand. An awareness of the demands and behaviors of the hosted applications can help the system to manage its resources more effectively. This paper proposes an active learning approach that analyzes performance histories to build predictive models of frequently used applications; the histories consist of measures gathered from noninvasive instrumentation on previous runs with varying… CONTINUE READING
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