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Proving time bounds for randomized distributed algorithms

Combinatorics 2016-09-06 v1 Computational Complexity

Abstract

A method of analyzing time bounds for randomized distributed algorithms is presented, in the context of a new and general framework for describing and reasoning about randomized algorithms. The method consists of proving auxiliary statements of the form U (t)->(p) U', which means that whenever the algorithm begins in a state in set U, with probability p, it will reach a state in set U' within time t. The power of the method is illustrated by its use in proving a constant upper bound on the expected time for some process to reach its critical region, in Lehmann and Rabin's Dining Philosophers algorithm.

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Cite

@article{arxiv.math/9409221,
  title  = {Proving time bounds for randomized distributed algorithms},
  author = {Nancy Lynch and Isaac Saias and Roberto Segala},
  journal= {arXiv preprint arXiv:math/9409221},
  year   = {2016}
}

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19 pages