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Salah Eddine SAIDI
État académique
Thèse en cours...
Sujet: Real-time scheduling problems for distributed simulation of numerical models
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Encadrement de thèse:
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Productions scientifiques
Acceleration of FMU Co-Simulation On Multi-core Architectures
International audience
The design of cyber-physical systems is a complex process and relies on the simulation of the system behavior before its deployment. Co-simulation allows system designers to simulate a whole system composed of a number of interconnected subsystems. Traditionally, these models are modeled by experts of different fields using different tools, and then integrated into one environment to perform simulation at the system-level. This results in complex and heavy co-simulations and requires adequate solutions and tools in order to reduce the execution time. Unfortunately, most modeling tools perform only mono-core simulations and do not take advantage of the omnipresent multi-core processors. This paper addresses the problem of efficient parallelization of co-simulations. It presents a multi-core scheduling heuris-tic for parallelizing FMI-compliant models on multi-core processors. The limitations of this heuristic are highlighted and two solutions for dealing with them are presented. The obtained speed-up using each of these solutions is illustrated and discussed for further improvements .
Proceedings of first Japanese Modelica Conference The first Japanese Modelica Conference https://hal.inria.fr/hal-01400033 Modelica Association and Linköping University Electronic Press. The first Japanese Modelica Conference, May 2016, Tokyo, Japan. Proceedings of first Japanese Modelica Conference, 124, pp.106 - 112, 2016, Proceedings of first Japanese Modelica Conference. <10.3384/ecp16124106>ARRAY(0x7f03fedf1508) 2016-05-23