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Static WCET Analysis Based on Abstract Interpretation and Counting of Elements
Mälardalen University, School of Innovation, Design and Engineering. (Programming languages)ORCID iD: 0000-0001-9341-4031
2010 (English)Licentiate thesis, monograph (Other academic)
Abstract [en]

In a real-time system, it is crucial to ensure that all tasks of the system holdtheir deadlines. A missed deadline in a real-time system means that the systemhas not been able to function correctly. If the system is safety critical, this canlead to disaster. To ensure that all tasks keep their deadlines, the Worst-CaseExecution Time (WCET) of these tasks has to be known. This can be done bymeasuring the execution times of a task, however, this is inflexible, time consumingand in general not safe (i.e., the worst-casemight not be found). Unlessthe task is measured with all possible input combinations and configurations,which is in most cases out of the question, there is no way to guarantee that thelongest measured time actually corresponds to the real worst case.Static analysis analyses a safe model of the hardware together with thesource or object code of a program to derive an estimate of theWCET. This estimateis guaranteed to be equal to or greater than the real WCET. This is doneby making calculations which in all steps make sure that the time is exactlyor conservatively estimated. In many cases, however, the execution time of atask or a program is highly dependent on the given input. Thus, the estimatedworst case may correspond to some input or configuration which is rarely (ornever) used in practice. For such systems, where execution time is highly inputdependent, a more accurate timing analysis which take input into considerationis desired.In this thesis we present a framework based on abstract interpretation andcounting of possible semantic states of a program. This is a general methodof WCET analysis, which is language independent and platform independent.The two main applications of this framework are a loop bound analysis and aparametric analysis. The loop bound analysis can be used to quickly find upperbounds for loops in a program while the parametric framework provides aninput-dependent estimation of theWCET. The input-dependent estimation cangive much more accurate estimates if the input is known at run-time.

Place, publisher, year, edition, pages
Västerås: Mälardalen University , 2010.
Series
Mälardalen University Press Licentiate Theses, ISSN 1651-9256 ; 115
Keywords [en]
parametric WCET analysis, program analysis, abstract interpretation
National Category
Computer Sciences
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:mdh:diva-7854ISBN: 978-91-86135-55-3 (print)OAI: oai:DiVA.org:mdh-7854DiVA, id: diva2:292120
Presentation
2010-03-16, Gamma, Mälardalens Högskola, Vasagatan, VÄSTERÅS, 10:00 (English)
Opponent
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PROGRESSAvailable from: 2010-02-04 Created: 2010-02-03 Last updated: 2018-01-12Bibliographically approved

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Bygde, Stefan

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