Proving probabilistic correctness statements: the case of Rabin's algorithm for mutual exclusion

  • Authors:
  • Isaac Saias

  • Affiliations:
  • Laboratory for Computer Science, Massachusetts Institute of Technology, Cambridge, MA

  • Venue:
  • PODC '92 Proceedings of the eleventh annual ACM symposium on Principles of distributed computing
  • Year:
  • 1992

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Abstract

The correctness of most randomized distributed algorithms is expressed by a statement of the form “some predicate of the executions holds with high probability, regardless of the order in which actions are scheduled“. In this paper, we present a general methodology to prove correctness statements of such randomized algorithms. Specifically, we show how to prove such statements by a series of refinements, which terminate in a statement independent of the schedule. To demonstrate the subtlety of the issue involved in this type of analysis, we focus on Rabin's randomized distributed algorithm for mutual exclusion [6].Surprisingly, it turns out that the algorithm does not maintain one of the requirements of the problem under a certain schedule. In particular, we give a schedule under which a set of processes can suffer lockout for arbitrary long periods.