Serge Demeyer | Publications | E-mail Feedback
Last updated on Thursday, November 16, 2023
@inproceedings{DenilSpringsim2012,
author = {Denil, Joachim and Vangheluwe, Hans and
De Meulenaere, Paul and Demeyer, Serge},
booktitle = {Proceedings {SPRINGSIM TMS-DEVS}'2012 (2012 Spring
Simulation Multiconference)},
note = {Acceptance ratio: unknown},
pages = {13:1 -- 13:8},
publisher = {Society for Computer Simulation International},
series = {TMS/DEVS '12},
title = {Calibration of Deployment Simulation Models: A
Multi-paradigm Modelling Approach},
year = {2012},
abstract = {In embedded systems development, software engineers
increasingly rely on modelling and simulation to
produce optimal design solutions. A bottleneck in the
Modelling and Simulation Based Design (MSBD) process
is model calibration. Setting up experiments to
estimate parameter values such that the model
accurately reflects real-world system structure and
behaviour is technically complex and labour
intensive. Parameters to be estimated are for example
effective processor speed, memory consumption and
network throughput of the hardware platform on which
software is deployed. In this paper we show how
Multi-Paradigm Modelling (MPM) allows for the
synthesis of a model calibration infrastructure. This
includes the synthesis, from a model, of a simulator
for the "environment" in which a system-to-be built
will operate. To demonstrate the feasibility of our
approach, we calibrate the model of an automotive
power window controller running on the
AUTOSAR-platform.},
annote = {internationalconference},
isbn = {978-1-61839-786-7},
url = {http://dl.acm.org/citation.cfm?id=2346616.2346629},
}