Awaiting for Godot: Stateless Model Checking that Avoids Executions where Nothing Happens
Stateless Model Checking (SMC) is a verification technique for concurrent programs that checks for safety violations by exploring all possible thread schedulings. It is highly effective when coupled with Dynamic Partial Order Reduction (DPOR), which introduces an equivalence on schedulings and need...
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Zusammenfassung: | Stateless Model Checking (SMC) is a verification technique for concurrent
programs that checks for safety violations by exploring all possible thread
schedulings. It is highly effective when coupled with Dynamic Partial Order
Reduction (DPOR), which introduces an equivalence on schedulings and need
explore only one in each equivalence class. Even with DPOR, SMC often spends
unnecessary effort in exploring loop iterations that are pure, i.e., have no
effect on the program state. We present techniques for making SMC with DPOR
more effective on programs with pure loop iterations. The first is a static
program analysis to detect loop purity and an associated program
transformation, called Partial Loop Purity Elimination, that inserts assume
statements to block pure loop iterations. Subsequently, some of these assumes
are turned into await statements that completely remove many assume-blocked
executions. Finally, we present an extension of the standard DPOR equivalence,
obtained by weakening the conflict relation between events. All these
techniques are incorporated into a new DPOR algorithm, Optimal-DPOR-Await,
which can handle both awaits and the weaker conflict relation, is optimal in
the sense that it explores exactly one execution in each equivalence class, and
can also diagnose livelocks. Our implementation in Nidhugg shows that these
techniques can significantly speed up the analysis of concurrent programs that
are currently challenging for SMC tools, both for exploring their complete set
of interleavings, but even for detecting concurrency errors in them. |
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DOI: | 10.48550/arxiv.2208.09259 |