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On Validation of Simulation Models in Timing Analysis of Complex Real-Time Embedded Systems
RISE, Swedish ICT, SICS.
Number of Authors: 42010 (English)Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we present work toward validating simulation models extracted from complex real-time embedded systems, from the perspective of response time and execution time of adhering tasks, by using the non-parametric two-sample Kolmogorov-Smirnov test. Moreover, we introduce a method of reducing the number of samples used in the analysis, while keeping the accuracy of results. The evaluation using a fictive but representative system model inspired by a real robotic control system with a set of change scenarios, shows a promising result: the proposed algorithm has the potential of assessing whether the extracted simulation model is a sufficiently accurate approximation of the target system.

Place, publisher, year, edition, pages
IEEE , 2010, 5. p. 56-59
National Category
Computer and Information Sciences
Identifiers
URN: urn:nbn:se:ri:diva-23830OAI: oai:DiVA.org:ri-23830DiVA, id: diva2:1042908
Conference
The 15th IEEE International Conference on Emerging Technologies and Factory Automation (EFTA'10), Work-In-Progress (WIP) session.
Available from: 2016-10-31 Created: 2016-10-31 Last updated: 2018-01-14Bibliographically approved

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CiteExportLink to record
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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
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Language
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  • en-GB
  • en-US
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  • nn-NO
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  • Other locale
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Output format
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