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Abstract
In this paper, harmony search algorithms have been proposed to self-configuration of fault-tolerant grids for big data processing. Self-configuration of computer grids lies in the fact that new computer nodes are automatically configured by software agents and then integrated into the grid. A base node works due to several configuration parameters that define some aspects of data communications and energy power consumption. We propose some optimization agents that are based on harmony search to find a suboptimal configuration of fault-tolerant grids processing big data. Criteria such as probability that all tasks meet their deadlines and also a reliability of grid are considered. Finally, some experimental results have been considered.
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Authors (4)
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Jerzy Balicki dr hab. inż.
- Wydział Matematyki i Nauk Informacyjnych, Politechnika Warszawska .
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Details
- Category:
- Conference activity
- Type:
- materiały konferencyjne indeksowane w Web of Science
- Title of issue:
- Computer Information Systems and Industrial Management, 15th IFIP TC8 International Conference, CISIM 2016, Vilnius, Lithuania, September 14-16, 2016, Proceedings strony 566 - 576
- Language:
- English
- Publication year:
- 2016
- Bibliographic description:
- Balicki J., Korłub W., Paluszak J., Tyszka M..: Harmony Search for Self-configuration of Fault–Tolerant and Intelligent Grids, W: Computer Information Systems and Industrial Management, 15th IFIP TC8 International Conference, CISIM 2016, Vilnius, Lithuania, September 14-16, 2016, Proceedings, 2016, Springer International Publishing,.
- DOI:
- Digital Object Identifier (open in new tab) 10.1007/978-3-319-45378-1_50
- Verified by:
- Gdańsk University of Technology
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