Optimization of large datasets processing in cluster systems

For tasks of massive dataset processing the file storage usually provided to be a bottleneck. The data compression affect on computation speed is examined. On the base of the earlier built model the minimal execution time estimates with accounting the pack/unpack time and the data compression coeffi...

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Бібліографічні деталі
Дата:2026
Автори: Nazarenko, E.V., Tulchinsky, V.G., Tulchinsky, P.G.
Формат: Стаття
Мова:Російська
Опубліковано: PROBLEMS IN PROGRAMMING 2026
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Онлайн доступ:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/886
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Назва журналу:Problems in programming
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Problems in programming
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Резюме:For tasks of massive dataset processing the file storage usually provided to be a bottleneck. The data compression affect on computation speed is examined. On the base of the earlier built model the minimal execution time estimates with accounting the pack/unpack time and the data compression coefficient are obtained. The obtained estimates have been verified on the sample of time cubes compression for acceleration of seismic migration procedure.Problems in programming 2010; 2-3: 149-154