Benefits of dataflow computation model within nonuniform networks
Informacionnye tehnologii i vyčislitelnye sistemy, no. 2 (2012), pp. 36-45
Cet article a éte moissonné depuis la source Math-Net.Ru
With the growth of their power supercomputers still become less uniform, less symmetrical. Depending on distance between nodes the message passing latencies may differ more than 10 times. To reduce the respective losses usually the programmer is forced to consider these diversities “by hands”. In the proposed version of dataflow computations model, these and some other problems are resolved automatically, what facilitates programming and enhances portability of programs. In the paper the effect of automatic dynamic adaptation is explained and demonstrated by example of a simple application.
Keywords:
Dataflow computations model, non-uniform access, memory wall, asynchronous programming
Mots-clés : dynamic adaptation.
Mots-clés : dynamic adaptation.
@article{ITVS_2012_2_a4,
author = {A. V. Klimov and N. N. Levchenko and A. S. Okunev},
title = {Benefits of dataflow computation model within nonuniform networks},
journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
pages = {36--45},
year = {2012},
number = {2},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/ITVS_2012_2_a4/}
}
TY - JOUR AU - A. V. Klimov AU - N. N. Levchenko AU - A. S. Okunev TI - Benefits of dataflow computation model within nonuniform networks JO - Informacionnye tehnologii i vyčislitelnye sistemy PY - 2012 SP - 36 EP - 45 IS - 2 UR - http://geodesic.mathdoc.fr/item/ITVS_2012_2_a4/ LA - ru ID - ITVS_2012_2_a4 ER -
A. V. Klimov; N. N. Levchenko; A. S. Okunev. Benefits of dataflow computation model within nonuniform networks. Informacionnye tehnologii i vyčislitelnye sistemy, no. 2 (2012), pp. 36-45. http://geodesic.mathdoc.fr/item/ITVS_2012_2_a4/