Using probabilistic model checking for dynamic power management

Formal Aspects of Computing

Volumn 17, Issue 2, 2005, Pages 160-176

  Norman, Gethin ^a   Parker, David ^a   Kwiatkowska, Marta ^a   Shukla, Sandeep ^b   Gupta, Rajesh ^c  

^a UNIVERSITY OF BIRMINGHAM   (United Kingdom)

^b State University   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Embedded systems; Formal methods; Model checking; Power management; Probabilistic model checking

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER SIMULATION; EMBEDDED SYSTEMS; MATHEMATICAL MODELS; PROBABILITY; SYSTEMS ANALYSIS;

FORMAL METHODS; MODEL CHECKING; POWER MANAGEMENT; PROBABILISTIC MODEL CHECKING;

COMPUTER SCIENCE;

EID: 23844461782     PISSN: 09345043     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00165-005-0062-0     Document Type: Article

References (42)

1. [ACP] Advanced configuration and power interface website (www.acpi.info)
2. [AH99] Alur R, Henzinger T (1999) Reactive modules. Formal Methods Syst Design 15:7-48
3. [ASSB96] Aziz A, Sanwal K, Singhal V, Brayton R (1996) Verifying continuous time Markov chains. In: Alur R, Henzinger T (eds) Proceedings of 8th international conference computer aided verification (CAV'96). Lecture notes in computer science, vol. 1102. Springer, Berlin Heidelberg New York, pp 269-276
4. [BBM00] Benini L, Bogliolo A, De Micheli G (2000) A survey of design techniques for system-leveldynamic power management. IEEE Trans Very Large Scale Integr (TVLSI) Syst 8(3):299-316
5. [BBPM99] Benini L, Bogliolo A, Paleologo G, De Micheli G (1999) Policy optimization for dynamic power management. IEEE Trans Comp Aided Design Integr Circuits Syst 18(6):813-833
6. [BdA95] Bianco A, de Alfaro L (1995) Model checking of probabilistic and nondeterministic systems. In: Thiagarajan P (ed) Proceedings of 15th conference foundations of software technology and theoretical computer science. Lecture notes in computer science, vol. 1026. Springer, Berlin Heidelberg New York, pp 499-513
7. [Ber95] Bertsekas D (1995) Dynamic programming and optimal control, vols 1 and 2. Athena Scientific
8. [BHHK00] Baier C, Haverkort B, Hermanns H, Katoen J-P (2000) On the logical characterisation of performability properties. In: Montanari U, Rolim J, Welzl E (eds) Proceedings of 27th international colloquium on automata, languages and programming (ICALP'00). Lecture notes in computer science, vol 1853. Springer, Berlin Heidelberg New York, pp 780-792
9. [BKH99] Baier C, Katoen J-P, Hermanns H (1999) Approximate symbolic model checking of continuous-time Markov chains. In: Baeten J, Mauw S (eds) Proceedings of 10th international conference concurrency theory (CONCUR'99). Lecture notes in computer science, vol. 1664. Springer, Berlin Heidelberg New York, pp 146-161
10. [BM98] Benini L, De Micheli G (1998) Dynamic power management: design techniques and CAD tools. Kluwer, Dordrecht
11. [BMM01] Benini L, De Micheli G, Macii E (2001) Designing low-power circuits: practical recipes. IEEE circuits syst mag, 1(1):6-25
12. [BT91] Bertsekas D, Tsitsiklis J (1991) An analysis of stochastic shortest path problems. Math Oper Res 16(3):580-595
13. [CBBM99] Chung EY, Benini L, Bogliolo A, De Micheli G (1999) Dynamic power management for non-stationary service requests. In: Proceedings design, automation and test in europe (DATE'99). IEEE Computer Society Press, Los Alamitos, pp 77-81
14. [Cin75] Cinlar E (1975) Introduction to stochastic processes. Prentice Hall, Englewood Cliffs
15. [dA97] de Alfaro L (1997) Formal verification of probabilistic systems. PhD Thesis, Stanford University
16. [Ger00] German R (2000) Performance analysis of communication systems: modeling with non-markovian stochastic petri nets. Wiley, New York
17. [HAW96] Hwang C-H, Allen C, Wu H (1996) A predictive system shutdown method for energy saving of event-driven computation. In: Proceedings of int. conference on computer-aided design (ICCAD'97). IEEE Computer Society Press, pp 28-32
18. [HGCC99] Hartonas-Garmhausen V, Campos S, Clarke E (1999) ProbVerus: probabilistic symbolic model checking. In: Katoen J-P (ed) Proceedings of 5th International AMAST workshop on real-time and probabilistic systems (ARTS'99). Lecture notes in computer science, vol 1601. Springer, Berlin Heidelberg New York, pp 96-110
19. [HJ94] Hansson H, Jonsson B (1994) A logic for reasoning about time and probability. Formal Aspects Comput, 6:512-535
20. [HKMKS00] Hermanns H, Katoen J-P, Meyer-Kayser J, Siegle M (2000) A Markov chain model checker. In: Graf S, Schwartzbach M (eds) Proceedings of 6th international conference tools and algorithms for the construction and analysis of systems (TACAS 2000). Lecture notes in computer science, vol 1785. Springer, Berlin Heidelberg New York, pp 347-362
21. [IBM] Technical specifications of hard drive IBM Travelstar VP (www.storage.ibm.com/storage/oem/data/travvp.htm)
22. [ISG02] Irani S, Shukla S, Gupta R (2002) Competitive analysis of dynamic power management strategies for systems with multiple power saving states. In: Proceedings design automation and test conference (DATE 2002). IEEE Computer Society Press, pp 117-123
23. [JDL02] Jeannet B, D'Argenio P, Larsen K (2002) RAPTURE: A tool for verifying Markov decision processes. In: Cerna I (ed) Proceedings tools day, affiliated to 13th International conference concurrency theory (CONCUR'02), Technical Report FIMU-RS-2002-05. Faculty of Informatics, Masaryk University, pp 84-98
24. [KNP02a] Kwiatkowska M, Norman G, Pacheco A (2002) Model checking CSL until formulae with random time bounds. In: Hermanns H, Segala R (eds) Proceedings of 2nd joint international workshop on process algebra and probabilistic methods, performance modeling and verification (PAPM/PROBMIV'02). Lecture notes in computer science, vol 2399. Springer, Berlin Heidelberg New York, pp 152-168
25. [KNP02b] Kwiatkowska M, Norman G, Pacheco A (2002) Model checking expected time and expected reward formulae with random time bounds. In: Proceedings of 2nd Euro-Japanese workshop on stochastic risk modelling for finance, Insurance, Production and Reliability
26. [KNP04] Kwiatkowska M, Norman G, Parker D (2004) PRISM 2.0: a tool for probabilistic model checking. In: Proceedings of 1st international conference on quantitative evaluation of systems (QEST'04). IEEE Computer Society Press, Los Alamitos, pp 322-323
27. [Kul95] Kulkarni V (1995) Modeling and analysis of stochastic systems. Chapman and Hall, London
28. [Map] MapleSoft Corporation. Maple computer algebra system (www.maplesoft.com)
29. [Mic98] Microsoft corporation (1998) OnNow power management architecture for applications (msdn.microsoft.com/library/en-us/dndevio/html/onnowapp.asp)
30. +02] Norman G, Parker D, Kwiatkowska M, Shukla S, Gupta R (2002) Formal analysis and validation of continuous time Markov chain based system level power management strategies. In: Rosenstiel W (ed) Proceedings of 7th Annual IEEE International workshop on high level design validation and test (HLDVT'02). IEEE Computer Society Press, Los Alamitos, pp 45-50
31. +03] Norman G, Parker D, Kwiatkowska M, Shukla S, Gupta R (2003) Using probabilistic model checking for dynamic power management. In: Leuschel M, Gruner S, Lo Presti S (eds) Proceedings of 3rd workshop on automated verification of critical systems (AVoCS'03), Technical Report DSSE-TR-2003-2. University of Southampton, pp 202-215
32. [Par02] Parker D (2002) Implementation of symbolic model checking for probabilistic systems. PhD Thesis, University of Birmingham
33. [PBBM98] Paleologo G, Benini L, Bogliolo A, Micheli G (1998) Policy optimization for dynamic power management. In: Proceedings of 35th conference design automation (DAC 1998). ACM Press, pp 182-187
34. [Pri] PRISM web page (www.cs.bham.ac.uk/~dxp/prism)
35. [QP99] Qiu Q, Pedram M (1999) Dynamic power management based on continuous-time Markov decision processes. In: Proceedings of 36th conference design automation (DAC 1999), pp 555-561
36. [QWP00] Qiu Q, Wu Q, Pedram M (2000) Dynamic power management of complex systems using generalized stochastic Petri nets. In: Proceedings of 37th conference design automation (DAC 2000), pp 352-356
37. [QWP01] Qiu Q, Wu Q, Pedram M, (2001) Stochastic modeling of a power-managed system: construction and optimization. IEEE Trans Comput Aided Design 20(9): 1200-1217
38. [RIG00] Ramanathan D, Irani S, Gupta R (2000) Latency effects of system level power management algorithms. In: Proceedings IEEE international conference computer-aided design
39. [SBM99] Simunic T, Benini L, De Micheli G (1999) Event driven power management of portable systems. In: Proceedings international symposium system synthesis (ISSS 1999). IEEE Computer Society Press, Los Alamitos, pp 18-23
40. [SCB96] Srivastava M, Chandrakasan A, Broderson R (1996) Predictive shutdown and other architectural techniques for energy efficient programmable computation. IEEE Trans VLSI Syst 4(1):42-54
41. [SG01] Shukla S, Gupta R (2001) A model checking approach to evaluating system level power management for embedded systems. In: Proceedings IEEE workshop on high level design validation and test (HLDVT'01). IEEE Computer Society Press, Los Alamitos, pp 53-57
42. [Tri01] Trivedi K (2001) Probability and Statistics with Reliability, Queuing, and Computer Science Applications. Wiley, New York