An expectation transformer approach to predicate abstraction and data independence for probabilistic programs

Autor: Ukachukwu Ndukwu, Annabelle McIver
Jazyk: angličtina
Rok vydání: 2010
Předmět:
Zdroj: Electronic Proceedings in Theoretical Computer Science, Vol 28, Iss Proc. QAPL 2010, Pp 129-143 (2010)
Druh dokumentu: article
ISSN: 2075-2180
DOI: 10.4204/EPTCS.28.9
Popis: In this paper we revisit the well-known technique of predicate abstraction to characterise performance attributes of system models incorporating probability. We recast the theory using expectation transformers, and identify transformer properties which correspond to abstractions that yield nevertheless exact bound on the performance of infinite state probabilistic systems. In addition, we extend the developed technique to the special case of "data independent" programs incorporating probability. Finally, we demonstrate the subtleness of the extended technique by using the PRISM model checking tool to analyse an infinite state protocol, obtaining exact bounds on its performance.
Databáze: Directory of Open Access Journals