A Task-Driven Implementation of a Simple Numerical Solver for Hyperbolic Conservation Laws
ESAIM. Proceedings, Tome 63 (2018), pp. 228-247
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This article describes the implementation of an all-in-one numerical procedure within the runtime StarPU. In order to limit the complexity of the method, for the sake of clarity of the presentation of the non-classical task-driven programming environment, we have limited the numerics to first order in space and time. Results show that the task distribution is efficient if the tasks are numerous and individually large enough so that the task heap can be saturated by tasks which computational time covers the task management overhead. Next, we also see that even though they are mostly faster on graphic cards, not all the tasks are suitable for GPUs, which brings forward the importance of the task scheduler. Finally, we look at a more realistic system of conservation laws with an expensive source term, what allows us to conclude and open on future works involving higher local arithmetic intensity, by increasing the order of the numerical method or by enriching the model (increased number of parameters and therefore equations).
Affiliations des auteurs :
Mohamed Essadki 1, 2 ; Jonathan Jung 3, 4 ; Adam Larat 1, 5 ; Milan Pelletier 1 ; Vincent Perrier 4, 3
@article{EP_2018_63_a10,
author = {Mohamed Essadki and Jonathan Jung and Adam Larat and Milan Pelletier and Vincent Perrier},
title = {A {Task-Driven} {Implementation} of a {Simple} {Numerical} {Solver} for {Hyperbolic} {Conservation} {Laws}},
journal = {ESAIM. Proceedings},
pages = {228--247},
year = {2018},
volume = {63},
doi = {10.1051/proc/201863228},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/proc/201863228/}
}
TY - JOUR AU - Mohamed Essadki AU - Jonathan Jung AU - Adam Larat AU - Milan Pelletier AU - Vincent Perrier TI - A Task-Driven Implementation of a Simple Numerical Solver for Hyperbolic Conservation Laws JO - ESAIM. Proceedings PY - 2018 SP - 228 EP - 247 VL - 63 UR - http://geodesic.mathdoc.fr/articles/10.1051/proc/201863228/ DO - 10.1051/proc/201863228 LA - en ID - EP_2018_63_a10 ER -
%0 Journal Article %A Mohamed Essadki %A Jonathan Jung %A Adam Larat %A Milan Pelletier %A Vincent Perrier %T A Task-Driven Implementation of a Simple Numerical Solver for Hyperbolic Conservation Laws %J ESAIM. Proceedings %D 2018 %P 228-247 %V 63 %U http://geodesic.mathdoc.fr/articles/10.1051/proc/201863228/ %R 10.1051/proc/201863228 %G en %F EP_2018_63_a10
Mohamed Essadki; Jonathan Jung; Adam Larat; Milan Pelletier; Vincent Perrier. A Task-Driven Implementation of a Simple Numerical Solver for Hyperbolic Conservation Laws. ESAIM. Proceedings, Tome 63 (2018), pp. 228-247. doi: 10.1051/proc/201863228
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