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On Algorithms and Complexity for Sets with Cardinality Constraints

Authors: Viktor Kuncak, Martin Rinard, and Bruno Marnette

Published in: Dagstuhl Seminar Proceedings, Volume 5431, Deduction and Applications (2006)

Complexity of data structures in modern programs presents a challenge for current analysis and verification tools, forcing them to report false alarms or miss errors. I will describe a new approach for verifying programs with complex data structures. This approach builds on program analysis techniques, as well as decision procedures and theorem provers. The approach is based on specifying interfaces of data structures by writing procedure preconditions and postconditions in terms of abstract sets and relations. Our system then separately verifies that 1) each data structure conforms to its interface, 2) each data structure interface is used correctly, and 3) desired high-level application-specific invariants hold. The system verifies these conditions by combining decision procedures, theorem provers, and static analyses, promising an unprecedented tradeoff between precision and scalability. In the context of this system, we have developed new decision procedures for reasoning about sets and their cardinalities, approaches for extending the applicability of existing decision procedures, and techniques for modular analysis of dynamically created data structure instances.

Cite as

Viktor Kuncak, Martin Rinard, and Bruno Marnette. On Algorithms and Complexity for Sets with Cardinality Constraints. In Deduction and Applications. Dagstuhl Seminar Proceedings, Volume 5431, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006)

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  author =	{Kuncak, Viktor and Rinard, Martin and Marnette, Bruno},
  title =	{{On Algorithms and Complexity for Sets with Cardinality Constraints}},
  booktitle =	{Deduction and Applications},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2006},
  volume =	{5431},
  editor =	{Franz Baader and Peter Baumgartner and Robert Nieuwenhuis and Andrei Voronkov},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.05431.4},
  URN =		{urn:nbn:de:0030-drops-5125},
  doi =		{10.4230/DagSemProc.05431.4},
  annote =	{Keywords: Static analysis, data structure consistency, program verification, decision procedures}
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