Abstract
In 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.
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Details
- Category:
- Monographic publication
- Type:
- rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
- Published in:
-
Advances in Intelligent Systems and Computing
no. 386,
pages 411 - 424,
ISSN: 2194-5357 - Title of issue:
- W : Advanced and Intelligent Computations in Diagnosis and Control strony 411 - 424
- Language:
- English
- Publication year:
- 2016
- Bibliographic description:
- Balicki J., Korłub W., Tyszka M.: Harmony Search to Self-Configuration of Fault-Tolerant Grids for Big Data// W : Advanced and Intelligent Computations in Diagnosis and Control/ : Springer International Publishing, 2016, s.411-424
- DOI:
- Digital Object Identifier (open in new tab) 10.1007/978-3-319-23180-8_30
- Verified by:
- Gdańsk University of Technology
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