Corpus ID: 345467

Predicting Web Cache Behavior using Stochastic State-Space Models

@inproceedings{Das2008PredictingWC,
  title={Predicting Web Cache Behavior using Stochastic State-Space Models},
  author={Amitayu Das and R. Datta and B. Urgaonkar and A. Sivasubramaniam},
  booktitle={PDPTA},
  year={2008}
}
  • 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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    References

    SHOWING 1-10 OF 29 REFERENCES
    Web caching and content distribution: a view from the interior
    • 117
    • PDF
    Performance evaluation of Web proxy cache replacement policies
    • 119
    • PDF
    Web caching and Zipf-like distributions: evidence and implications
    • L. Breslau, P. Cao, L. Fan, G. Phillips, S. Shenker
    • Computer Science
    • IEEE INFOCOM '99. Conference on Computer Communications. Proceedings. Eighteenth Annual Joint Conference of the IEEE Computer and Communications Societies. The Future is Now (Cat. No.99CH36320)
    • 1999
    • 3,370
    • PDF
    Inducing Models of Black-Box Storage Arrays
    • 37
    • PDF
    Web caching: locality of references revisited
    • A. Foong, Yu-Hen Hu, D. Heisey
    • Computer Science
    • Proceedings IEEE International Conference on Networks 2000 (ICON 2000). Networking Trends and Challenges in the New Millennium
    • 2000
    • 9
    On the scale and performance of cooperative Web proxy caching
    • 483
    • PDF
    Storage device performance prediction with CART models
    • 168
    • PDF
    Web server workload characterization: the search for invariants
    • 889
    • PDF
    Short term performance forecasting in enterprise systems
    • 67
    • PDF