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Analysing Randomized Distributed Algorithms

Identifieur interne : 002216 ( Istex/Corpus ); précédent : 002215; suivant : 002217

Analysing Randomized Distributed Algorithms

Auteurs : Gethin Norman

Source :

RBID : ISTEX:F2CFF19BF4E33C55BF734FF85D6C77820CA7C9E4

Abstract

Abstract: Randomization is of paramount importance in practical applications and randomized algorithms are used widely, for example in co-ordinating distributed computer networks, message routing and cache management. The appeal of randomized algorithms is their simplicity and elegance. However, this comes at a cost: the analysis of such systems become very complex, particularly in the context of distributed computation. This arises through the interplay between probability and nondeterminism. To prove a randomized distributed algorithm correct one usually involves two levels: classical, assertion-based reasoning, and a probabilistic analysis based on a suitable probability space on computations. In this paper we describe a number of approaches which allows us to verify the correctness of randomized distributed algorithms.

Url:
DOI: 10.1007/978-3-540-24611-4_11

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ISTEX:F2CFF19BF4E33C55BF734FF85D6C77820CA7C9E4

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