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Erschienen in: International Journal on Software Tools for Technology Transfer 2/2017

23.09.2015 | ABZ 2014

Environment-driven reachability for timed systems

Safety verification of an aircraft landing gear system

verfasst von: Ciprian Teodorov, Philippe Dhaussy, Luka Le Roux

Erschienen in: International Journal on Software Tools for Technology Transfer | Ausgabe 2/2017

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Abstract

With an ever increasing complexity, the verification of critical embedded systems is a challenging and expensive task. Among the available formal methods, model checking offers a high level of automation and would thus lower the cost of this process. But, the scalability of this technique is hindered by the state-space explosion problem, which fuelled the research community since its inception. To address this challenge, in the case of real size systems, the theoretical, the methodological and the algorithmic axes have to be integrated. The context-aware verification (CaV) strives to do this by focusing on the identification, the isolation and the reification of the environment surrounding the studied system. It enables the use of specific algorithms with a major, positive, impact on the scalability of model checking. In this paper, we apply this technique to study a Landing Gear System (LGS) in the presence of failures. The problem has been decomposed in 885 independent verification units (called contexts). The analysis of 163 of these contexts on a 64 GB computer unraveled a 20 TB state space with more than 2.2 billion states. Moreover, using this approach arbitrarily long scenarios have been analysed using less than 10 GB of memory.

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Fußnoten
1
OBP Observation Engine website: http://​www.​obpcdl.​org.
 
2
By “reification”, we mean the process of explicitly identifying something, which then is formulated and rendered accessible to conceptual/computational manipulation.
 
3
OBP Observation Engine website: http://​www.​obpcdl.​org.
 
4
The alt operator was denoted + in the original syntax, in this study we have used [] to match the actual CDL grammar.
 
5
It should be noted that due to the use of a “log”-axis in Fig. 7 it is difficult to see that the state spaces for these two cases exceed the L64 threshold by 21 and 41 %, respectively.
 
6
the left/right door/gear failure cases are not include since they produce the same results as the front door/gear—ldF, lgF.
 
Literatur
2.
Zurück zum Zitat André, C.: Syntax and Semantics of the Clock Constraint Specification Language (CCSL). Research Report RR-6925, INRIA, (2009) André, C.: Syntax and Semantics of the Clock Constraint Specification Language (CCSL). Research Report RR-6925, INRIA, (2009)
3.
Zurück zum Zitat Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R.H., Konwinski, A., Lee, G., Patterson, D.A., Rabkin, A., Stoica, I., Zaharia, M.: Above the clouds: a berkeley view of cloud computing. Technical Report UCB/EECS-2009-28, EECS Department, University of California, Berkeley (2009) Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R.H., Konwinski, A., Lee, G., Patterson, D.A., Rabkin, A., Stoica, I., Zaharia, M.: Above the clouds: a berkeley view of cloud computing. Technical Report UCB/EECS-2009-28, EECS Department, University of California, Berkeley (2009)
4.
Zurück zum Zitat Bengtsson, J., Larsen, K.G., Larsson, F., Pettersson, P., Yi, W.: Uppaal—a tool suite for automatic verification of real–time systems. In: Proceedings of Workshop on Verification and Control of Hybrid Systems III, number 1066 in Lecture Notes in Computer Science, pp. 232–243. Springer–Verlag (1995) Bengtsson, J., Larsen, K.G., Larsson, F., Pettersson, P., Yi, W.: Uppaal—a tool suite for automatic verification of real–time systems. In: Proceedings of Workshop on Verification and Control of Hybrid Systems III, number 1066 in Lecture Notes in Computer Science, pp. 232–243. Springer–Verlag (1995)
5.
Zurück zum Zitat Berthomieu, B., Ribet, P.-O., Verdanat, F.: The tool TINA—construction of abstract state spaces for petri nets and time petri nets. Int. J. Prod. Res. 42, 2741–2756 (2004)CrossRefMATH Berthomieu, B., Ribet, P.-O., Verdanat, F.: The tool TINA—construction of abstract state spaces for petri nets and time petri nets. Int. J. Prod. Res. 42, 2741–2756 (2004)CrossRefMATH
7.
Zurück zum Zitat Boniol, F., Wiels, V.: The landing gear system case study. In: Boniol, F., Wiels, V., Ait Ameur, Y., Schewe, K.-D. (eds.) ABZ 2014: The Landing Gear Case Study, volume 433 of Communications in Computer and Information Science, pp. 1–18. Springer International Publishing (2014) Boniol, F., Wiels, V.: The landing gear system case study. In: Boniol, F., Wiels, V., Ait Ameur, Y., Schewe, K.-D. (eds.) ABZ 2014: The Landing Gear Case Study, volume 433 of Communications in Computer and Information Science, pp. 1–18. Springer International Publishing (2014)
8.
Zurück zum Zitat Boniol, F., Wiels, V., Ledinot, E.: Experiences using model checking to verify real time properties of a landing gear control system. France, In: Embedded Real-Time Systems (ERTS), Toulouse (2006) Boniol, F., Wiels, V., Ledinot, E.: Experiences using model checking to verify real time properties of a landing gear control system. France, In: Embedded Real-Time Systems (ERTS), Toulouse (2006)
9.
Zurück zum Zitat Burch, J.R., Clarke, E.M., McMillan, K.L., Dill, D.L., Hwang, L.J.: Symbolic model checking: \(10^{20}\) states and beyond. In: 5th IEEE Symposium on Logic in Computer Science, pp. 428–439 (1990) Burch, J.R., Clarke, E.M., McMillan, K.L., Dill, D.L., Hwang, L.J.: Symbolic model checking: \(10^{20}\) states and beyond. In: 5th IEEE Symposium on Logic in Computer Science, pp. 428–439 (1990)
10.
Zurück zum Zitat Clarke, E., Biere, A., Raimi, R., Zhu, Y.: Bounded model checking using satisfiability solving. Form. Methods Syst. Des. 19(1), 7–34 (2001)CrossRefMATH Clarke, E., Biere, A., Raimi, R., Zhu, Y.: Bounded model checking using satisfiability solving. Form. Methods Syst. Des. 19(1), 7–34 (2001)CrossRefMATH
11.
Zurück zum Zitat Clarke, E.M., Emerson, E.A., Sistla, A.P.: Automatic verification of finite-state concurrent systems using temporal logic specifications. ACM Trans. Program. Lang. Syst. 8(2), 244–263 (1986)CrossRefMATH Clarke, E.M., Emerson, E.A., Sistla, A.P.: Automatic verification of finite-state concurrent systems using temporal logic specifications. ACM Trans. Program. Lang. Syst. 8(2), 244–263 (1986)CrossRefMATH
12.
Zurück zum Zitat Clarke, E.M., Enders, R., Filkorn, T., Jha, S.: Exploiting symmetry in temporal logic model checking. Form. Methods Syst. Des. 9(1–2), 77–104 (1996)CrossRef Clarke, E.M., Enders, R., Filkorn, T., Jha, S.: Exploiting symmetry in temporal logic model checking. Form. Methods Syst. Des. 9(1–2), 77–104 (1996)CrossRef
13.
Zurück zum Zitat Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms, 3rd edn. The MIT Press (2009) Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms, 3rd edn. The MIT Press (2009)
14.
Zurück zum Zitat Deantoni, J., Issa Diallo, P., Teodorov, C., Champeau, J., Combemale, B.: Towards a Meta-Language for the Concurrency Concern in DSLs. In: Design, Automation and Test in Europe Conference and Exhibition (DATE), Grenoble, France (2015) Deantoni, J., Issa Diallo, P., Teodorov, C., Champeau, J., Combemale, B.: Towards a Meta-Language for the Concurrency Concern in DSLs. In: Design, Automation and Test in Europe Conference and Exhibition (DATE), Grenoble, France (2015)
15.
Zurück zum Zitat Dhaussy, P., Boniol, F., Roger, J.-C.: Reducing state explosion with context modeling for model-checking. In: 13th IEEE International High Assurance Systems Engineering Symposium (Hase’11), Boca Raton, USA (2011) Dhaussy, P., Boniol, F., Roger, J.-C.: Reducing state explosion with context modeling for model-checking. In: 13th IEEE International High Assurance Systems Engineering Symposium (Hase’11), Boca Raton, USA (2011)
16.
Zurück zum Zitat Dhaussy, P., Boniol, F., Roger, J.-C., Le Roux, L.: Improving model checking with context modelling. Advances in Software Engineering, ID 547157:13 pages (2012) Dhaussy, P., Boniol, F., Roger, J.-C., Le Roux, L.: Improving model checking with context modelling. Advances in Software Engineering, ID 547157:13 pages (2012)
17.
Zurück zum Zitat Dhaussy, P., Pillain, P.-Y., Creff, S., Raji, A., Le Traon, Y., Baudry, B.: Evaluating context descriptions and property definition patterns for software formal validation. In: Schuerr, Bran Selic Andy (ed.) 12th IEEE/ACM conf Model Driven Engineering Languages and Systems (Models’09), vol. 5795, pp. 438–452. Springer-Verlag, LNCS (2009) Dhaussy, P., Pillain, P.-Y., Creff, S., Raji, A., Le Traon, Y., Baudry, B.: Evaluating context descriptions and property definition patterns for software formal validation. In: Schuerr, Bran Selic Andy (ed.) 12th IEEE/ACM conf Model Driven Engineering Languages and Systems (Models’09), vol. 5795, pp. 438–452. Springer-Verlag, LNCS (2009)
18.
Zurück zum Zitat Dhaussy, P., Roger, J.-C., Boniol, F.: Context aware model-checking for embedded software. In: Embedded Systems—Theory and Design Methodology, pages ISBN: 978–953–51–0167–3 pages 167–184. InTech (2012) Dhaussy, P., Roger, J.-C., Boniol, F.: Context aware model-checking for embedded software. In: Embedded Systems—Theory and Design Methodology, pages ISBN: 978–953–51–0167–3 pages 167–184. InTech (2012)
19.
Zurück zum Zitat Dhaussy, P., Ciprian, T.: Context-aware verification of a landing gear system. In: Boniol, F., Wiels, V., Ait Ameur, Y., Schewe, K.-D. (eds.) ABZ 2014: The Landing Gear Case Study volume 433 of Communications in Computer and Information Science, pp. 52–65. Springer International Publishing (2014) Dhaussy, P., Ciprian, T.: Context-aware verification of a landing gear system. In: Boniol, F., Wiels, V., Ait Ameur, Y., Schewe, K.-D. (eds.) ABZ 2014: The Landing Gear Case Study volume 433 of Communications in Computer and Information Science, pp. 52–65. Springer International Publishing (2014)
20.
Zurück zum Zitat Dwyer, M.B., Avrunin, G.S., Corbett, J.C.: Property specification patterns for finite-state verification. In: FMSP, pages 7–15 (1998) Dwyer, M.B., Avrunin, G.S., Corbett, J.C.: Property specification patterns for finite-state verification. In: FMSP, pages 7–15 (1998)
21.
Zurück zum Zitat Edelkamp, S., Sanders, P., Šimeček, P.: Semi-external ltl model checking. In: Gupta, A., Malik, S. (eds.) Computer Aided Verification, volume 5123 of Lecture Notes in Computer Science, pp. 530–542. Springer, Berlin Heidelberg (2008) Edelkamp, S., Sanders, P., Šimeček, P.: Semi-external ltl model checking. In: Gupta, A., Malik, S. (eds.) Computer Aided Verification, volume 5123 of Lecture Notes in Computer Science, pp. 530–542. Springer, Berlin Heidelberg (2008)
22.
Zurück zum Zitat Farail, P., Gaufillet, P., Peres, F., Bodeveix, J.-P., Filali, M., Berthomieu, B., Rodrigo, S., Vernadat, F., Garavel, H., Lang, F.: Fiacre: an intermediate language for model verification in the TOPCASED environment. In: European Congress on Embedded Real-Time Software (ERTS), Toulouse. SEE (2008) Farail, P., Gaufillet, P., Peres, F., Bodeveix, J.-P., Filali, M., Berthomieu, B., Rodrigo, S., Vernadat, F., Garavel, H., Lang, F.: Fiacre: an intermediate language for model verification in the TOPCASED environment. In: European Congress on Embedded Real-Time Software (ERTS), Toulouse. SEE (2008)
23.
Zurück zum Zitat Flanagan, C., Qadeer, S.: Thread-modular model checking. In: SPIN’03 (2003) Flanagan, C., Qadeer, S.: Thread-modular model checking. In: SPIN’03 (2003)
24.
Zurück zum Zitat Godefroid, P.: The Ulg partial-order package for SPIN. SPIN Workshop (1995) Godefroid, P.: The Ulg partial-order package for SPIN. SPIN Workshop (1995)
25.
Zurück zum Zitat Holzmann, G.J.: State compression in SPIN: Recursive indexing and compression training runs. In: Proceedings of 3rd International SPIN Workshop (1997) Holzmann, G.J.: State compression in SPIN: Recursive indexing and compression training runs. In: Proceedings of 3rd International SPIN Workshop (1997)
26.
Zurück zum Zitat Holzmann, G.J.: The model checker SPIN. Softw. Eng. 23(5), 279–295 (1997)CrossRef Holzmann, G.J.: The model checker SPIN. Softw. Eng. 23(5), 279–295 (1997)CrossRef
27.
Zurück zum Zitat INCOSE: INCOSE Systems Engineering Handbook: A Guide for System Life Cycle Processes and Activities. Wiley (2015) INCOSE: INCOSE Systems Engineering Handbook: A Guide for System Life Cycle Processes and Activities. Wiley (2015)
28.
Zurück zum Zitat Jouault, F., Delatour, J.: Towards fixing sketchy UML models by leveraging textual notations: Application to real-time embedded systems. In: Proceedings of the 14th International Workshop on OCL and Textual Modelling co-located with 17th International Conference on Model Driven Engineering Languages and Systems (MODELS 2014), Valencia, Spain, September 30, 2014., pages 73–82 (2014) Jouault, F., Delatour, J.: Towards fixing sketchy UML models by leveraging textual notations: Application to real-time embedded systems. In: Proceedings of the 14th International Workshop on OCL and Textual Modelling co-located with 17th International Conference on Model Driven Engineering Languages and Systems (MODELS 2014), Valencia, Spain, September 30, 2014., pages 73–82 (2014)
29.
Zurück zum Zitat Jouault, F., Teodorov, C., Delatour, J., Le Roux, L., Dhaussy, P.: Transformation de modèles UML vers Fiacre, via les langages intermédiaires tUML et ABCD. Génie logiciel, 109:xx (2014) Jouault, F., Teodorov, C., Delatour, J., Le Roux, L., Dhaussy, P.: Transformation de modèles UML vers Fiacre, via les langages intermédiaires tUML et ABCD. Génie logiciel, 109:xx (2014)
30.
Zurück zum Zitat Menad, N., Dhaussy, P.: A transformation approach for multiform time requirements. In: Hierons, R.M., Merayo, M.G., Bravetti, M. (eds.) Software Engineering and Formal Methods, volume 8137 of Lecture Notes in Computer Science, pp. 16–30. Springer Berlin Heidelberg (2013) Menad, N., Dhaussy, P.: A transformation approach for multiform time requirements. In: Hierons, R.M., Merayo, M.G., Bravetti, M. (eds.) Software Engineering and Formal Methods, volume 8137 of Lecture Notes in Computer Science, pp. 16–30. Springer Berlin Heidelberg (2013)
31.
Zurück zum Zitat Park, S., Kwon, G.: Avoidance of state explosion using dependency analysis in model checking control flow model. In: Proceedings of the 5th International Conference on Computational Science and Its Applications (ICCSA ’06), vol. 3984, pp. 905–911. Springer-Verlag, LNCS (2006) Park, S., Kwon, G.: Avoidance of state explosion using dependency analysis in model checking control flow model. In: Proceedings of the 5th International Conference on Computational Science and Its Applications (ICCSA ’06), vol. 3984, pp. 905–911. Springer-Verlag, LNCS (2006)
32.
Zurück zum Zitat Peled, D.: Combining Partial-Order Reductions with On-the-fly Model-Checking. In: CAV ’94: Proceedings of the 6th International Conference on Computer Aided Verification, pages 377–390, London, UK, Springer-Verlag (1994) Peled, D.: Combining Partial-Order Reductions with On-the-fly Model-Checking. In: CAV ’94: Proceedings of the 6th International Conference on Computer Aided Verification, pages 377–390, London, UK, Springer-Verlag (1994)
33.
Zurück zum Zitat Queille, J.-P., Sifakis, J.: Specification and verification of concurrent systems in cesar. In: Proceedings of the 5th Colloquium on International Symposium on Programming, pages 337–351, London, UK, Springer-Verlag (1982) Queille, J.-P., Sifakis, J.: Specification and verification of concurrent systems in cesar. In: Proceedings of the 5th Colloquium on International Symposium on Programming, pages 337–351, London, UK, Springer-Verlag (1982)
34.
Zurück zum Zitat Stern, U., Dill, D.L.: Using magnetic disk instead of main memory in the Mur\(\varphi \) verifier. In: Hu, A.J., Vardi, M.Y. (eds.) Computer Aided Verification, volume 1427 of Lecture Notes in Computer Science, pp. 172–183. Springer, Berlin Heidelberg (1998) Stern, U., Dill, D.L.: Using magnetic disk instead of main memory in the Mur\(\varphi \) verifier. In: Hu, A.J., Vardi, M.Y. (eds.) Computer Aided Verification, volume 1427 of Lecture Notes in Computer Science, pp. 172–183. Springer, Berlin Heidelberg (1998)
35.
Zurück zum Zitat Teodorov, C.: Embedding multiform time constraints in smalltalk. In: Proceedings of the International Workshop on Smalltalk Technologies, IWST ’14 (2014) Teodorov, C.: Embedding multiform time constraints in smalltalk. In: Proceedings of the International Workshop on Smalltalk Technologies, IWST ’14 (2014)
36.
Zurück zum Zitat Teodorov, C., Le Roux, L., Dhaussy, P.: Context-aware verification of a cruise-control system. In: Ait Ameur, Y., Bellatreche, L., Papadopoulos, G.A. (eds.) Model and Data Engineering, volume 8748 of Lecture Notes in Computer Science, pp. 53–64. Springer International Publishing (2014) Teodorov, C., Le Roux, L., Dhaussy, P.: Context-aware verification of a cruise-control system. In: Ait Ameur, Y., Bellatreche, L., Papadopoulos, G.A. (eds.) Model and Data Engineering, volume 8748 of Lecture Notes in Computer Science, pp. 53–64. Springer International Publishing (2014)
37.
Zurück zum Zitat Tkachuk, O., Dwyer, M.B., Pasareanu, C.S.: Automated environment generation for software model checking. In: Automated Software Engineering, 2003. In: Proceedings of 18th IEEE International Conference on, pages 116–127 (2003) Tkachuk, O., Dwyer, M.B., Pasareanu, C.S.: Automated environment generation for software model checking. In: Automated Software Engineering, 2003. In: Proceedings of 18th IEEE International Conference on, pages 116–127 (2003)
38.
Zurück zum Zitat Valmari, A.: Stubborn sets for reduced state space generation. In: Proceedings of the 10th International Conference on Applications and Theory of Petri Nets, pages 491–515, London, UK, Springer-Verlag (1991) Valmari, A.: Stubborn sets for reduced state space generation. In: Proceedings of the 10th International Conference on Applications and Theory of Petri Nets, pages 491–515, London, UK, Springer-Verlag (1991)
39.
Zurück zum Zitat Valmari, A.: The state explosion problem. In: Reisig, W., Rozenberg, G. (eds.) Lectures on Petri Nets I: Basic Models, volume 1491 of Lecture Notes in Computer Science, pp. 429–528. Springer, Berlin Heidelberg (1998) Valmari, A.: The state explosion problem. In: Reisig, W., Rozenberg, G. (eds.) Lectures on Petri Nets I: Basic Models, volume 1491 of Lecture Notes in Computer Science, pp. 429–528. Springer, Berlin Heidelberg (1998)
40.
Zurück zum Zitat Whittle, J.: Specifying precise use cases with use case charts. In: 9th IEEE/ACM conf. Model Driven Engineering Languages and Systems (MoDELS’06), Satellite Events, pages 290–301, Genova, Italy (2006) Whittle, J.: Specifying precise use cases with use case charts. In: 9th IEEE/ACM conf. Model Driven Engineering Languages and Systems (MoDELS’06), Satellite Events, pages 290–301, Genova, Italy (2006)
41.
Zurück zum Zitat Yatake, K., Aoki, T.: Automatic generation of model checking scripts based on environment modeling. In: Proceedings of the 17th International SPIN Conference on Model Checking Software, SPIN’10, pages 58–75, Berlin, Heidelberg, Springer-Verlag (2010) Yatake, K., Aoki, T.: Automatic generation of model checking scripts based on environment modeling. In: Proceedings of the 17th International SPIN Conference on Model Checking Software, SPIN’10, pages 58–75, Berlin, Heidelberg, Springer-Verlag (2010)
42.
Zurück zum Zitat Yu, Y., Manolios, P., Lamport, L.: Model checking tla+ specifications. In: Proceedings of the 10th IFIP WG 10.5 Advanced Research Working Conference on Correct Hardware Design and Verification Methods, CHARME ’99, pages 54–66, London, UK, UK, Springer-Verlag (1999) Yu, Y., Manolios, P., Lamport, L.: Model checking tla+ specifications. In: Proceedings of the 10th IFIP WG 10.5 Advanced Research Working Conference on Correct Hardware Design and Verification Methods, CHARME ’99, pages 54–66, London, UK, UK, Springer-Verlag (1999)
Metadaten
Titel
Environment-driven reachability for timed systems
Safety verification of an aircraft landing gear system
verfasst von
Ciprian Teodorov
Philippe Dhaussy
Luka Le Roux
Publikationsdatum
23.09.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
International Journal on Software Tools for Technology Transfer / Ausgabe 2/2017
Print ISSN: 1433-2779
Elektronische ISSN: 1433-2787
DOI
https://doi.org/10.1007/s10009-015-0401-2

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