Counting Abstraction for the Verification of Structured Parameterized Networks

We consider the verification of parameterized networks of replicated processes whose architecture is described by hyperedge-replacement graph grammars. Due to the undecidability of verification problems such as reachability or coverability of a given configuration, in which we count the number of replicas in each local state, we develop two orthogonal verification techniques. We present a counting abstraction able to produce, from a graph grammar describing a parameterized system, a finite set of Petri nets that over-approximate the behaviors of the original system. The counting abstraction is implemented in a prototype tool, evalutated on a non-trivial set of test cases. Moreover, we identify a decidable fragment, for which the coverability problem is in 2EXPTIME and PSPACE-hard.

Publication Details

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ArXiv.org
Published
2025-02-21
Primary Topic
Formal Methods in Verification
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article
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Counting Abstraction for the Verification of Structured Parameterized Networks

ArXiv.org
Formal Methods in Verification
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Counting Abstraction for the Verification of Structured Parameterized Networks

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Abstract

We consider the verification of parameterized networks of replicated processes whose architecture is described by hyperedge-replacement graph grammars. Due to the undecidability of verification problems such as reachability or coverability of a given configuration, in which we count the number of replicas in each local state, we develop two orthogonal verification techniques. We present a counting abstraction able to produce, from a graph grammar describing a parameterized system, a finite set of Petri nets that over-approximate the behaviors of the original system. The counting abstraction is implemented in a prototype tool, evalutated on a non-trivial set of test cases. Moreover, we identify a decidable fragment, for which the coverability problem is in 2EXPTIME and PSPACE-hard.

ArXiv.org
Openalex Percentile: Top 49%
Formal Methods in Verification
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Counting Abstraction for the Verification of Structured Parameterized Networks · ArXiv.org (2025) | TGRS Research Map | TGRS