Adaptive distributed caching

  • Authors:
  • M. J. Kaiser;Jiming Liu

  • Affiliations:
  • Dept. of Comput. Sci., Hong Kong Baptist Univ., China;Dept. of Comput. Sci., Hong Kong Baptist Univ., China

  • Venue:
  • CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
  • Year:
  • 2002

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Abstract

This paper introduces an adaptive algorithm for distributed caching based on the idea of autonomous proxy caches without the usage of a central coordinator or broadcasting protocol. We show that the algorithm outperforms existing approaches based on hashing algorithms in hot-spot scenarios and common power-law request patterns.