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Online hierarchical cooperative caching

9 years 1 months ago
Online hierarchical cooperative caching
We address a hierarchical generalization of the well-known disk paging problem. In the hierarchical cooperative caching problem, a set of n machines residing in an ultrametric space cooperate with one another to satisfy a sequence of read requests to a collection of read-only files. A seminal result in the area of competitive analysis states that the ”least recently used” (LRU) paging algorithm is constant-competitive if it is given a constant-factor blowup in capacity over the offline algorithm. Does such a constant-competitive deterministic algorithm, with a constant-factor blowup in the machine capacities, exist for the hierarchical cooperative caching problem? In this paper, we present a deterministic hierarchical generalization of LRU that is constant-competitive when the capacity blowup is linear in d, the depth of the cache hierarchy. Furthermore, we exhibit an infinite family of depth-d hierarchies such that any randomized hierarchical cooperative caching algorithm with...
Xiaozhou Li, C. Greg Plaxton, Mitul Tiwari, Arun V
Added 30 Jun 2010
Updated 30 Jun 2010
Type Conference
Year 2004
Where SPAA
Authors Xiaozhou Li, C. Greg Plaxton, Mitul Tiwari, Arun Venkataramani
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