Domain types: abstract-domain selection based on variable usage

Article


Apel, S., Beyer, D., Friedberger, K., Raimondi, F. and von Rhein, A. 2013. Domain types: abstract-domain selection based on variable usage. Hardware and Software: Verification and Testing. 8244 (1), pp. 262-278. https://doi.org/10.1007/978-3-319-03077-7_18
TypeArticle
TitleDomain types: abstract-domain selection based on variable usage
AuthorsApel, S., Beyer, D., Friedberger, K., Raimondi, F. and von Rhein, A.
Abstract

The success of software model checking depends on finding an appropriate abstraction of the program to verify. The choice of the abstract domain and the analysis configuration is currently left to the user, who may not be familiar with the tradeoffs and performance details of the available abstract domains. We introduce the concept of domain types, which classify the program variables into types that are more fine-grained than standard declared types (e.g., ‘int’ and ‘long’) to guide the selection of an appropriate abstract domain for a model checker. Our implementation on top of an existing verification framework determines the domain type for each variable in a pre-analysis step, based on the usage of variables in the program, and then assigns each variable to an abstract domain. Based on a series of experiments on a comprehensive set of verification tasks from international verification competitions, we demonstrate that the choice of the abstract domain per variable (we consider one explicit and one symbolic domain) can substantially improve the verification in terms of performance and precision.

PublisherSpringer International Publishing
JournalHardware and Software: Verification and Testing
ISSN0302-9743
Publication dates
Print05 Nov 2013
Publication process dates
Deposited23 Apr 2015
Output statusPublished
Additional information

Series Title: Programming and Software Engineering

Digital Object Identifier (DOI)https://doi.org/10.1007/978-3-319-03077-7_18
LanguageEnglish
Book titleHardware and Software: Verification and Testing
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