Caching Documents with Variable Sizes and Fetching Costs: An LP‐Based Approach

Caching Documents with Variable Sizes and Fetching Costs: An LP‐Based Approach

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Article ID: iaor20121094
Volume: 32
Issue: 3
Start Page Number: 459
End Page Number: 466
Publication Date: Mar 2002
Journal: Algorithmica
Authors: ,
Keywords: programming: linear
Abstract:

We give an integer programming formulation of the paging problem with varying sizes and fetching costs. We use this formulation to provide an alternative proof that a variant of the algorithm greedy‐dual‐size previously considered in [4] and [5] is (k+1)/(k‐h+1)competitive against the optimal strategy with cache size h≤ k . Our proof provides further insights to greedy‐dual‐size. We also indicate how the same integer programming formulation has been recently used [1], [2] to obtain approximation algorithms to the NP‐complete “offline” problem.

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