Corpus ID: 345467

Predicting Web Cache Behavior using Stochastic State-Space Models

  title={Predicting Web Cache Behavior using Stochastic State-Space Models},
  author={Amitayu Das and R. Datta and B. Urgaonkar and A. Sivasubramaniam},
  • Amitayu Das, R. Datta, +1 author A. Sivasubramaniam
  • Published in PDPTA 2008
  • Computer Science
  • Accurate analytical models of Web caches are desirable as they can provide inexpensive ways to make resource provisioning decisions at a cache itself as well as at the Web servers it is servicing. Explicitly modeling a Web cache has two major shortcomings: (i) several simplifying assumptions about the operation of the cache for mathematical tractability resulting in loss of accuracy and (ii) measure ments of phenomena internal to the cache that may not always be available without adding… CONTINUE READING
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