A model of stream processing of experimental data in distributed systems
Numerical methods and programming, Tome 13 (2012) no. 4, pp. 139-145
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Modern experimental stands generate long-lasting and intense data streams. Limited computing resources of stands and increasing the accuracy requirements of algorithms make it impossible to provide a local processing. However, a high bandwidth optical lambda networks allows one to transfer calculations to remote supercomputers. It is extremely important to organize an efficient parallelism in all components of the distributed system. This paper considers a model of stream processing of experimental data and focuses on the use of high-speed fiber-optic long-distance data networks for communication of experimental stands with high-performance computing systems. This work was supported by the Russian Foundation for Basic Research (project 11-07-96001-p-ural-a) and Ural Branch of Russian Academy of Sciences (project 12-П-1-2012). The paper was recommended for publication by the Program Committee of the International Scientific Conference “Scientific services in the Internet: search for new solutions” (http://agora.guru.ru/abrau).
Keywords:
experimental stand; supercomputer; high-speed optic network; protocol; BDP; distributed computing; stream data processing.
@article{VMP_2012_13_4_a10,
author = {V. F. Shchapov and A. G. Masich and G. F. Masich},
title = {A model of stream processing of experimental data in distributed systems},
journal = {Numerical methods and programming},
pages = {139--145},
publisher = {mathdoc},
volume = {13},
number = {4},
year = {2012},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/VMP_2012_13_4_a10/}
}
TY - JOUR AU - V. F. Shchapov AU - A. G. Masich AU - G. F. Masich TI - A model of stream processing of experimental data in distributed systems JO - Numerical methods and programming PY - 2012 SP - 139 EP - 145 VL - 13 IS - 4 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/VMP_2012_13_4_a10/ LA - ru ID - VMP_2012_13_4_a10 ER -
%0 Journal Article %A V. F. Shchapov %A A. G. Masich %A G. F. Masich %T A model of stream processing of experimental data in distributed systems %J Numerical methods and programming %D 2012 %P 139-145 %V 13 %N 4 %I mathdoc %U http://geodesic.mathdoc.fr/item/VMP_2012_13_4_a10/ %G ru %F VMP_2012_13_4_a10
V. F. Shchapov; A. G. Masich; G. F. Masich. A model of stream processing of experimental data in distributed systems. Numerical methods and programming, Tome 13 (2012) no. 4, pp. 139-145. http://geodesic.mathdoc.fr/item/VMP_2012_13_4_a10/