Foundations of distributed multiscale computing : formalization, specification, and analysis

Article Article scientifique Article Foundations of distributed multiscale computing : formalization, specification, and analysis eng 2013 author Borgdorff Joris 662169 author Falcone Jean-Luc 0000-0003-0748-6069 502912 author Lorenz Eric 674278 author Bona-Casas Carles author Chopard Bastien 22320 author Hoekstra Alfons G. 465-483 10.1016/j.jpdc.2012.12.011 0743-7315 http://linkinghub.elsevier.com/retrieve/pii/S0743731512002924 Inherently complex problems from many scientific disciplines require a multiscale modeling approach. Yet its practical contents remain unclear and inconsistent. Moreover, multiscale models can be very computationally expensive, and may have potential to be executed on distributed infrastructure. In this paper we propose firm foundations for multiscale modeling and distributed multiscale computing. Useful interaction patterns of multiscale models are made predictable with a submodel execution loop (SEL), four coupling templates, and coupling topology properties. We enhance a high-level and well-defined Multiscale Modeling Language (MML) that describes and specifies multiscale models and their computational architecture in a modular way. The architecture is analyzed using directed acyclic task graphs, facilitating validity checking, scheduling distributed computing resources, estimating computational costs, and predicting deadlocks. Distributed execution using the multiscale coupling library and environment (MUSCLE) is outlined. The methodology is applied to two selected applications in nanotechnology and biophysics, showing its capabilities. Dewey 025.063 13 Centre universitaire d'informatique 0D3 32 Département d'informatique 18 false 728 Scientific and Parallel Computing Journal of parallel and distributed computing 73 4 a88d25a6-a2a0-40c9-a7b4-a4d2333e7b7b Article (Published version) Restricted Falcone2013.pdf 1489897 application/pdf 8f51eced-db28-46ac-8d23-f2b5c912f619 Article (Published version) Public 2013Borgdorff_foundations_distr_multiscale.pdf 1489906 application/pdf openAccess Centres et instituts / Centre universitaire d'informatique Faculté des sciences / Département d'informatique

Title	Published in	Access level	OA Policy	Year	Views	Downloads

Foundations of distributed multiscale computing : formalization, specification, and analysis	Journal of parallel and distributed computing			2013	689	398

Archive ouverte UNIGE

Lorenz, Eric