Approximately Uniform Online Checkpointing with Bounded Memory

Approximately Uniform Online Checkpointing with Bounded Memory

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Article ID: iaor20134079
Volume: 67
Issue: 2
Start Page Number: 234
End Page Number: 246
Publication Date: Oct 2013
Journal: Algorithmica
Authors: , ,
Keywords: computers, computers: data-structure, optimization
Abstract:

In many complex computational processes one may want to store a sample of the process’ history for later use by placing checkpoints. In this paper we consider the problem of maintaining, in an online fashion, a collection of k checkpoints as an approximately uniformly spaced sample in the history of a continuous‐time process. We present deterministic algorithms tailored for small values of k and a general one for arbitrary k. The algorithms are proven to be close to optimum for several different measures.

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