Abstract
SIGNAL belongs to the synchronous languages family which are widely used in the design of safety-critical real-time systems such as avionics, space systems, and nuclear power plants. This paper reports a compiler prototype for SIGNAL. Compared with the existing SIGNAL compiler, we propose a new intermediate representation (named S-CGA, a variant of clocked guarded actions), to integrate more synchronous programs into our compiler prototype in the future. The front-end of the compiler, i.e., the translation from SIGNAL to S-CGA, is presented. As well, the proof of semantics preservation is mechanized in the theorem prover Coq. Moreover, we present the back-end of the compiler, including sequential code generation and multithreaded code generation with time-predictable properties. With the rising importance of multi-core processors in safety-critical embedded systems or cyber-physical systems (CPS), there is a growing need for model-driven generation of multithreaded code and thus mapping on multi-core. We propose a time-predictable multi-core architecture model in architecture analysis and design language (AADL), and map the multi-threaded code to this model.
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References
Potop-Butucaru D, de Simone R, Talpin J P. The synchronous hypothesis and synchronous languages. The Embedded Systems Handbook, 2005: 1–21
Boussinot F, de Simone R. The ESTEREL language. Proceedings of the IEEE, 1991, 79(9): 1293–1304
Halbwachs N, Caspi P, Raymond P, Pilaud D. The synchronous data flow programming language LUSTRE. Proceedings of the IEEE, 1991, 79(9): 1305–1320
Schneider K. The synchronous programming language QUARTZ. Internal Report 375. Kaiserslautern: University of Kaiserslautern, 2010
Benveniste A, Le Guernic P, Jacquemot C. Synchronous programming with events and relations: the SIGNAL language and its semantics. Science of Computer Programming, 1991, 16(2): 103–149
Dijkstra EW. Guarded commands, nondeterminacy and formal derivation of programs. Communications of the ACM, 1975, 18(8): 453–457
Brandt J, Gemünde M, Schneider K, Shukla S K, Talpin J P. Integrating system descriptions by clocked guarded actions. In: Proceedings of 2011 IEEE Forum on Specification and Design Languages. 2011, 1–8
Brandt J, Schneider K. Separate translation of synchronous programs to guarded actions. Technische Universität Kaiserslautern. Fachbereich Informatik, 2011
Brandt J, Schneider K, Shukla S K. Translating concurrent action oriented specifications to synchronous guarded actions. ACM Sigplan Notices, 2010, 45(4): 47–56
Edwards S, Tardieu O. SHIM: a deterministic model for heterogeneous embedded systems. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2006, 14(8): 854–867
Brandt J, Gemünde M, Schneider K, Shukla S K, Talpin J P. Representation of synchronous, asynchronous, and polychronous components by clocked guarded actions. Design Automation for Embedded Systems, 2012, 18(1–2): 63–97
SACRES consortium. The declarative code DC+, version 1.4. Esprit Project EP 20897: Sacres. 1997
Besnard L, Gautier T, Talpin J P. Code generation strategies in the Polychrony environment. Research Report RR-6894. 2009
Jose B A, Patel H D, Shukla S K, Talpin J P. Generating multi-threaded code from polychronous specifications. Electronic Notes in Theoretical Computer Science, 2009, 238(1): 57–69
Jose B, Shukla S K, Patel H D, Talpin J P. On the deterministic multithreaded software synthesis from polychronous specifications. In: Proceedings of the 6th ACM & IEEE International Conference on Formal Methods and Models for Co-Design. 2008, 129–138
Papailiopoulou V, Potop-Butucaru D, Sorel Y, De Simone R, Besnard L, Talpin J P. From design-time concurrency to effective implementation parallelism: the multi-clock reactive case. In: Proceedings of Electronic System Level Synthesis Conference. 2011, 1–6
Hu K, Zhang T, Yang Z B. Multi-threaded code generation from Signal program to OpenMP. Frontiers of Computer Science, 2013,7(5): 617–626
SAE. AS5506A: Architecture Analysis and Design Language (AADL) Version 2.0. 2009
Leroy X. Mechanized semantics for compiler verification. Lecture Notes in Computer Science, 2012, 7679: 4–6
Pnueli A, Siegel M, Singerman E. Translation validation. In: Proceedings of the 4th International Conference on Tools and Algorithms for the Construction and Analysis of Systems. 1998, 151–166
Ngo V C, Talpin J P, Gautier T, Le Guernic P. Besnard L. Formal verification of synchronous data-flow program transformations toward certified compilers. Frontiers of Computer Science, 2013, 7(5): 598–616
Izerrouken N, Pantel M, Thirioux X. Machine-checked sequencer for critical embedded code generator. In: Proceedings of the 11th International Conference on Formal Methods and Software Engineering. 2009, 521–540
Besnard L, Gautier T, Le Guernic P. SIGNAL V4 Reference Manual. http://www.irisa.fr/espresso/Polychrony/document/V4 def.pdf. 2010
Gamatié A. Designing Embedded Systems with the Signal Programming Language: Synchronous, Reactive Specification. Springer Science & Business Media. 2009
Le Guernic P, Gautier T. Data-flow to von Neumann: the Signal approach. Advanced Topics in Data-Flow Computing, 1991, 413–438
Le Guernic P, Talpin J P, Le Lann J C. Polychrony for system design. Journal of Circuits, Systems, and Computers, 2003, 12(03): 261–303
Yang Z B, Bodeveix J P, Filali M. A comparative study of two formal semantics of the SIGNAL language. Frontiers of Computer Science, 2013, 7(5): 673–693
Yang Z B, Hu K, Ma D F, Bodeveix J P, Pi L, Talpin J P. From AADL to timed abstract state machines: a verified model transformation. Journal of Systems and Software, 2014, 93: 42–68
Yang Z B, Bodeveix J P, Filali M, Hu K, Ma D F. A verified transformation: from polychronous programs to a variant of clocked guarded actions. In: Proceedings of the 17th ACM International Workshop on Software and Compilers for Embedded Systems. 2014, 128–137
Feautrier P, Gamatié A, Gonnord L. Enhancing the compilation of synchronous dataflow programs with a combined numerical-boolean abstraction. CSI Journal of Computing, 2012, 1(4): 86–99
Gamatié A, Gautier T, Le Guernic P. Toward static analysis of SIGNAL programs using interval techniques. In: Proceedings of Synchronous Languages, Applications, and Programming. 2006.
Axer P, Ernst R, Falk H, Girault A, Grund D, Guan N, Jonsson B, Marwedel P, Reineke J, Rochange C, Sebastian M, Von Hanxleden R, Wilhelm R, Yi W. Building timing predictable embedded systems. ACM Transactions on Embedded Computing Systems, 2014, 13(4): 82
Wilhelm R, Engblom J, Ermedahl A, Holsti N, Thesing S, Whalley D, Bernat G, Ferdinand C, Heckmann R, Mitra T, Mueller F, Puaut I, Puschner P, Staschulat J, Stenström P. The worst-case execution-time problem-overview of methods and survey of tools. ACM Transactions on Embedded Computing Systems, 2008, 7(3): 36
Thiele L, Wilhelm R. Design for timing predictability. Real-Time Systems, 2004, 28(2–3): 157–177
Potop-Butucaru D, Caillaud B, Benveniste A. Concurrency in synchronous systems. Formal Methods in System Design, 2006, 28(2): 111–130
Besnard L, Gautier T, Le Guernic P, Talpin J P. Compilation of polychronous data flow equations. In: Shukla S K, Talpin J P, eds. Synthesis of Embedded Software. Springer US, 2010
Baudisch D, Brandt J, Schneider K. Dependency-driven distribution of synchronous programs. IFIP Advances in Information and Communication Technology, 2010, 329: 169–180
Baudisch D, Brandt J, Schneider K. Multithreaded code from synchronous programs: extracting independent threads for OpenMP. In: Proceedings of the Conference on Design, Automation and Test in Europe. 2010, 949–952
Baudisch D, Brandt J, Schneider K. Multithreaded code from synchronous programs: generating software pipelines for OpenMP. In: Proceedings of Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV). 2010, 11–20
Schoeberl M, Huber B, Puffitsch W. Data cache organization for accurate timing analysis. Real-Time Systems, 2013, 49(1): 1–28
Schoeberl M. A time predictable instruction cache for a Java processor. Lecture Notes in Computer Science, 2004, 3292: 371–382
Delange J, Feiler P. Design and analysis of multi-core architecture for cyber-physical systems. In: Proceedings of the 7th European Congress Embedded Real Time Software and Systems (ERTSS). 2014.
Ngo V C, Talpin J P, Gautier T, Le Guernic P, Besnard L. Formal verification of compiler transformations on polychronous equations. Lecture Notes in Computer Science, 2012, 7321: 113–127
Hugues J. AADLib, a library of reusable AADL models. SAE Technical Paper, 2013
Gamatié A, Gautier T. Synchronous modeling of avionics applications using the SIGNAL language. In: Proceedings of the 9th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS). 2003, 144–151
Gamatié A, Gautier T, Guernic P L, Talpin J P. Polychronous design of embedded real-time applications. Transactions on Software Engineering and Methodology, 2007, 16(2): 9
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Zhibin Yang is an assistant professor at Nanjing University of Aeronautics and Astronautics, China. He received his PhD degree in computer science from Beihang University, China in 2012. From 2012 to 2014, he was a Postdoc in IRIT of University of Toulouse, France. His research interests include safety-critical real-time system, formal verification, AADL, and synchronous languages.
Jean-Paul Bodeveix received his PhD in computer science from University of Paris-Sud 11, France in 1989. He has been an assistant professor at University of Toulouse III, France since 1989, and is a professor in computer science since 2003. His main research interests concern formal specifications, automated and assisted verification of protocols as well as of proof environments. He has participated in European and national projects related to these domains. His current activities are linked to real time modeling and verification either via model checking techniques or at the semantics level.
Mamoun Filali is a full time researcher at Centre National de la Recherche Scientifique (CNRS), France. His main research interests concern the certified development of embedded systems, formal methods, model checking and theorem proving. During the last years, he has been mainly involved in the French nationwide TOPCASED project where he was concerned by the verification topic. He has also participated in the proposal of the AADL behavioral annex which has been adopted as part of the AADL SAE standard.
Kai Hu is an associate professor in Beihang University (BUAA), China. He received his PhD from Beihang University in 2001. From 2001 to 2004, he did his post-doctoral research at Nanyang Technological University, Singapore. Since 2004, he is the leader of the team of LDMC in the Institute of Computer Architecture (ICA), BUAA. His research interests concern embedded real time systems and high performance computing.
Yongwang Zhao is an assistant professor at Beihang University (BUAA), China. He received his PhD degree in computer science from BUAA in 2009. His research interests include formal methods, real-time operating systems, and AADL.
Dianfu Ma is a professor at Beihang University, China. He was the executive director of Chinese Computer Federation, the secretary of the steering committee of Computer Science and Technology Education in Ministry of Education of China. He is the vice director of SOA standards working group under the steering committee of China National Information Technology Standardization. He took charge of the National Basic Research Program (also called 973 Program), National High-tech 863 Program, National Natural Science Foundation of China, Key Technologies Research and Development Program, etc. He has published more than 50 academic papers in international journals or conferences. He received the 3rd prize of Science and Technology Innovation Award from Ministry of Education of China in 2003, and 1st prize of Science and Technology Innovation Award of Beijing in 2011. His research interesting includes services computing, real-time systems, and high dependable software.
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Yang, Z., Bodeveix, JP., Filali, M. et al. Towards a verified compiler prototype for the synchronous language SIGNAL. Front. Comput. Sci. 10, 37–53 (2016). https://doi.org/10.1007/s11704-015-4364-y
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DOI: https://doi.org/10.1007/s11704-015-4364-y