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@inproceedings{1341667,
author = {Makatun, Dzmitry and Lauret, Jerome and Rudová, Hana and Šumbera, Michal},
address = {Prague, Czech Republic},
booktitle = {MISTA 2015 - Proceedings of the 7th Multidisciplinary International Conference on Scheduling: Theory and Applications},
keywords = {data transfer planning; distributed data processing; Grid; network flows; data production},
howpublished = {elektronická verze "online"},
language = {eng},
location = {Prague, Czech Republic},
pages = {699-703},
publisher = {MISTA},
title = {Model for planning of distributed data production},
year = {2015}
}
TY - JOUR
ID - 1341667
AU - Makatun, Dzmitry - Lauret, Jerome - Rudová, Hana - Šumbera, Michal
PY - 2015
TI - Model for planning of distributed data production
PB - MISTA
CY - Prague, Czech Republic
KW - data transfer planning
KW - distributed data processing
KW - Grid
KW - network flows
KW - data production
N2 - We propose a model of distributed data production, where input files from a single source are processed at several remote sites (each file once) and output is transferred back. The model is formulated using a network flow maximization approach and allows planning of data transfers and scheduling of CPU loads and disk storages. This class of problems can be solved in polynomial time using known algorithms. Such an approach enables automated online planning and optimization which are highly demanded in data intensive computational fields such as High Energy and Nuclear Physics.
ER -
MAKATUN, Dzmitry, Jerome LAURET, Hana RUDOVÁ a Michal ŠUMBERA. Model for planning of distributed data production. Online. In \textit{MISTA 2015 - Proceedings of the 7th Multidisciplinary International Conference on Scheduling: Theory and Applications}. Prague, Czech Republic: MISTA, 2015, s.~699-703. ISSN~2305-249X.
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