Harmony search to self-configuration of fault-tolerant grids for big data
Jerzy Balicki , Waldemar Korłub , Maciej Tyszka
AbstractIn this paper, harmony search algorithms have been proposed to self-configuration of fault-tolerant grids for big data processing. Some tasks related to big data processing have been considered. Moreover, two criteria have been applied to evaluate quality of grids. The first criterion is a probability that all tasks meet their deadlines and the second one is grid reliability. Furthermore, some intelligent agents based on harmony search have been developed to support a middleware layer of grids.
|Publication size in sheets||0.65|
|Book||Kowalczuk Zdzisław (eds.): Advances in Intelligent Systems and Computing, Advances in Intelligent Systems and Computing, vol. 386, 2016, Springer, ISBN 978-3-319-23179-2, 426 p.|
|Keywords in English||big data; distributed system; fault-tolerant grid; harmony search algorithm; self-configuration|
|Score|| = 15.0, 16-01-2020, BookChapterSeriesAndMatConfByConferenceseries|
= 15.0, 16-01-2020, BookChapterSeriesAndMatConfByConferenceseries
|Publication indicators||= 1; = 1|
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