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Author
Tronci, Enrico; Della Penna, Giuseppe; Intrigila, Benedetto; Venturini Zilli, Marisa
Title
A Probabilistic Approach to Automatic Verification of Concurrent Systems
Type
Conference Article
Year
2001
Publication
8th Asia-Pacific Software Engineering Conference (APSEC)
Abbreviated Journal
Volume
Issue
Pages
317-324
Keywords
Abstract
The main barrier to automatic verification of concurrent systems is the huge amount of memory required to complete the verification task (state explosion). In this paper we present a probabilistic algorithm for automatic verification via model checking. Our algorithm trades space with time. In particular, when memory is full because of state explosion our algorithm does not give up verification. Instead it just proceeds at a lower speed and its results will only hold with some arbitrarily small error probability. Our preliminary experimental results show that by using our probabilistic algorithm we can typically save more than 30% of RAM with an average time penalty of about 100% w.r.t. a deterministic state space exploration with enough memory to complete the verification task. This is better than giving up the verification task because of lack of memory.
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Thesis
Publisher
IEEE Computer Society
Place of Publication
Macau, China
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Language
Summary Language
Original Title
Series Editor
Series Title
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Series Volume
Series Issue
Edition
ISSN
0-7695-1408-1
ISBN
Medium
Area
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Conference
Notes
Approved
yes
Call Number
Sapienza @ mari @ apsec01
Serial
43
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