NestStepModelica - Mathematical Modeling and Bulk-Synchronous Parallel Simulation
2007 (English)In: 8th International Workshop, PARA 2006, Umeå, Sweden, June 18-21, 2006, Revised Selected Papers, Berlin, Heidelberg: Springer , 2007, 1006-1015 p.Conference paper (Refereed)
Many parallel computing applications are used for simulation of complex engineering applications and/or for visualization. To handle their complexity, there is a need for raising the level of abstraction in specifying such applications using high level mathematical modeling techniques, such as the Modelica language and technology. However, with the increased complexity of modeled systems, it becomes increasingly important to use today-s and tomorrow-s parallel hardware efficiently. Automatic parallelization is convenient, but may need to be combined with easy-to-use methods for parallel programming. In this context, we propose to combine the abstraction power of Modelica with support for shared memory bulk-synchronous parallel programming including nested parallelism (NestStepModelica), which is both flexible (can be mapped to many different parallel architectures) and simple (offers a shared address space, structured parallelism, deterministic computation, and is deadlock-free). We describe NestStepModelica and report on first results obtained with a prototype implementation.
Place, publisher, year, edition, pages
Berlin, Heidelberg: Springer , 2007. 1006-1015 p.
Lecture Notes in Computer Science, ISSN 0302-9743 (print), 1611-3349 (online) ; Volume 4699
parallel programming, Modelica, NestStep, Bulk-synchronous parallel computing, Linux cluster
IdentifiersURN: urn:nbn:se:liu:diva-40157DOI: 10.1007/978-3-540-75755-9_118Local ID: 52452ISBN: 978-3-540-75754-2 (print)ISBN: 978-3-540-75755-9 (online)OAI: oai:DiVA.org:liu-40157DiVA: diva2:261006
PARA06 - Workshop on State-of-the-art in Scientific and Parallel Computing, June 18-21, 2006, Umeå, Sweden