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Can Flash Memory Help in Model Checking?

  • Conference paper
Formal Methods for Industrial Critical Systems (FMICS 2008)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 5596))

Abstract

As flash media become common and their capacities and speed grow, they are becoming a practical alternative for standard mechanical drives. So far, external memory model checking algorithms have been optimized for mechanical hard disks corresponding to the model of Aggarwal and Vitter [1]. Since flash memories are essentially different, the model of Aggarwal and Vitter no longer describes their typical behavior. On such a different device, algorithms can have different complexity, which may lead to the design of completely new flash-memory-efficient algorithms. We provide a model for computation of I/O complexity on the model of Aggarwal and Vitter modified for flash memories. We discuss verification algorithms optimized for this model and compare the performance of these algorithms with approaches known from I/O efficient model checking on mechanical hard disks. We also give an answer, when the usage of flash devices pays off and whether their further evolution in speed and capacity could broaden a range, where new algorithms outperform the old ones.

This work has been partially supported by the Grant Agency of Czech Republic grant No. 201/06/1338, the Academy of Sciences grant No. 1ET408050503, and DFG grant No. ED 74/4-1.

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References

  1. Aggarwal, A., Vitter, J.S.: The input/output complexity of sorting and related problems. Commun. ACM 31(9), 1116–1127 (1988)

    Article  MathSciNet  Google Scholar 

  2. Sanders, P., Meyer, U., Sibeyn, J.F.: Algorithms for Memory Hierarchies. Springer, Heidelberg (2002)

    MATH  Google Scholar 

  3. Min, S.L., Nam, E.H., Lee, Y.H.: Evolution of NAND flash memory interface. In: Choi, L., Paek, Y., Cho, S. (eds.) ACSAC 2007. LNCS, vol. 4697, pp. 75–79. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  4. Clarke, E., Grumberg, O., Peled, D.: Model Checking. MIT Press, Cambridge (2000)

    Google Scholar 

  5. Korf, R.: Best-First Frontier Search with Delayed Duplicate Detection. In: AAAI 2004, pp. 650–657. AAAI Press / The MIT Press (2004)

    Google Scholar 

  6. Korf, R., Schultze, P.: Large-Scale Parallel Breadth-First Search. In: AAAI 2005, pp. 1380–1385. AAAI Press / The MIT Press (2005)

    Google Scholar 

  7. Munagala, K., Ranade, A.: I/O-Complexity of Graph Algorithms. In: SODA 1999, Philadelphia, PA, USA, pp. 687–694. Society for Industrial and Applied Mathematics (1999)

    Google Scholar 

  8. Stern, U., Dill, D.L.: Using Magnetic Disk Instead of Main Memory in the Murphi Verifier. In: Y. Vardi, M. (ed.) CAV 1998. LNCS, vol. 1427, pp. 172–183. Springer, Heidelberg (1998)

    Chapter  Google Scholar 

  9. Hammer, M., Weber, M.: To Store Or Not To Store Reloaded: Reclaiming Memory On Demand. In: Brim, L., Haverkort, B.R., Leucker, M., van de Pol, J. (eds.) FMICS 2006 and PDMC 2006. LNCS, vol. 4346, pp. 51–66. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  10. Barnat, J.: Distributed Memory LTL Model Checking. PhD thesis, Faculty of Informatics, Masaryk University Brno (2004)

    Google Scholar 

  11. Courcoubetis, C., Vardi, M., Wolper, P., Yannakakis, M.: Memory-efficient algorithms for the verification of temporal properties. Form. Methods Syst. Des. 1(2-3), 275–288 (1992)

    Article  MATH  Google Scholar 

  12. Edelkamp, S., Jabbar, S.: Large-Scale Directed Model Checking LTL. In: Valmari, A. (ed.) SPIN 2006. LNCS, vol. 3925, pp. 1–18. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  13. Barnat, J., Brim, L., Šimeček, P.: I/O Efficient Accepting Cycle Detection. In: Damm, W., Hermanns, H. (eds.) CAV 2007. LNCS, vol. 4590, pp. 281–293. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  14. Barnat, J., Brim, L., Šimeček, P., Weber, M.: Revisiting Resistance Speeds Up I/O-Efficient LTL Model Checking. In: Ramakrishnan, C.R., Rehof, J. (eds.) TACAS 2008. LNCS, vol. 4963, pp. 48–62. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  15. Biere, A., Artho, C., Schuppan, V.: Liveness checking as safety checking. Electr. Notes Theor. Comput. Sci. 66(2) (2002)

    Google Scholar 

  16. Schuppan, V., Biere, A.: Efficient Reduction of Finite State Model Checking to Reachability Analysis. International Journal on Software Tools for Technology Transfer (STTT) 5(2–3), 185–204 (2004)

    Article  Google Scholar 

  17. Kim, K., Choi, J.H., Choi, J., Jeong, H.S.: The future prospect of nonvolatile memory. In: 2005 IEEE VLSI-TSA International Symposium on VLSI Technology (VLSI-TSA-Tech), pp. 88–94 (2005)

    Google Scholar 

  18. Knuth, D.E.: The Art of Computer Programming: Sorting and Searching, vol. 3. Addison Wesley, Reading (1973)

    MATH  Google Scholar 

  19. Bloom, B.: Space/time trade-offs in hashing coding with allowable errors. Communication of the ACM 13(7), 422–426 (1970)

    Article  MATH  Google Scholar 

  20. Holzmann, G.J., Puri, A.: A minimized automaton representation of reachable states. International Journal on Software Tools for Technology Transfer 2(3), 270–278 (1999)

    Article  MATH  Google Scholar 

  21. Holzmann, G.J.: An analysis of bitstate hashing. Formal Methods in System Design 13(3), 287–305 (1998)

    Article  Google Scholar 

  22. Stern, U., Dill, D.L.: Combining state space caching and hash compaction. In: Methoden des Entwurfs und der Verifikation digitaler Systeme, 4. GI/ITG/GME Workshop, pp. 81–90. Shaker Verlag, Aachen (1996)

    Google Scholar 

  23. Botelho, F.C., Pagh, R., Ziviani, N.: Simple and space-efficient minimal perfect hash functions. In: Dehne, F., Sack, J.-R., Zeh, N. (eds.) WADS 2007. LNCS, vol. 4619, pp. 139–150. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  24. Botelho, F.C., Ziviani, N.: External perfect hashing for very large key sets. In: CIKM 2007: Proceedings of the sixteenth ACM Conference on information and knowledge management, pp. 653–662 (2007)

    Google Scholar 

  25. Edelkamp, S., Sanders, P., Simecek, P.: Semi-external LTL model checking. In: Gupta, A., Malik, S. (eds.) CAV 2008. LNCS, vol. 5123, pp. 530–542. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  26. Pagh, R., Rodler, F.F.: Cuckoo hashing. In: Meyer auf der Heide, F. (ed.) ESA 2001. LNCS, vol. 2161, pp. 121–133. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  27. Barnat, J., Brim, L., Černá, I., Moravec, P., Ročkai, P., Šimeček, P.: DiVinE – A Tool for Distributed Verification (Tool Paper). In: Ball, T., Jones, R.B. (eds.) CAV 2006. LNCS, vol. 4144, pp. 278–281. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  28. Schwoon, S., Esparza, J.: A note on on-the-fly verification algorithms. In: Halbwachs, N., Zuck, L.D. (eds.) TACAS 2005. LNCS, vol. 3440, pp. 174–190. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  29. Dementiev, R., Kettner, L., Sanders, P.: STXXL: Standard template library for XXL data sets. In: Brodal, G.S., Leonardi, S. (eds.) ESA 2005. LNCS, vol. 3669, pp. 640–651. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  30. Pelánek, R.: BEEM: Benchmarks for Explicit Model Checkers. In: Bošnački, D., Edelkamp, S. (eds.) SPIN 2007. LNCS, vol. 4595, pp. 263–267. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

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Authors and Affiliations

  1. Masaryk University Brno, Czech Republic

    Jiří Barnat, Luboš Brim & Pavel Šimeček

  2. Technische Universität Dortmund, Germany

    Stefan Edelkamp & Damian Sulewski

Authors
  1. Jiří Barnat
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  2. Luboš Brim
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  3. Stefan Edelkamp
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  4. Damian Sulewski
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  5. Pavel Šimeček
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Editors and Affiliations

  1. Rockwell Collins, 7805 Telegraph Rd. 100, 55438, Bloomington, MN, USA

    Darren Cofer

  2. Dipartimento di Sistemi e Informatica, Università di Firenze, Via S. Marta 3, 50139, Firenze, Italy

    Alessandro Fantechi

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Barnat, J., Brim, L., Edelkamp, S., Sulewski, D., Šimeček, P. (2009). Can Flash Memory Help in Model Checking?. In: Cofer, D., Fantechi, A. (eds) Formal Methods for Industrial Critical Systems. FMICS 2008. Lecture Notes in Computer Science, vol 5596. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03240-0_14

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  • DOI: https://doi.org/10.1007/978-3-642-03240-0_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-03239-4

  • Online ISBN: 978-3-642-03240-0

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