Harmony Search for Self-configuration of Fault-Tolerant and Intelligent Grids

被引：1
|
作者：
Balicki, Jerzy [1 ]
Korlub, Waldemar [2 ]
Paluszak, Jacek [2 ]
Tyszka, Maciej [2 ]
机构：
[1] Warsaw Univ Technol, Fac Math & Informat Sci, Koszykowa St 75, PL-00662 Warsaw, Poland
[2] Gdansk Univ Technol, Fac Telecommun Elect & Informat, Narutowicza St 11-12, PL-80233 Gdansk, Poland
来源：
COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2016 | 2016年 / 9842卷
关键词：
EVOLUTIONARY ALGORITHM; TASK-ALLOCATION; RELIABILITY; ASSIGNMENT;
D O I：
10.1007/978-3-319-45378-1_50
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, harmony search algorithms have been proposed to self-configuration of intelligent 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.
引用
收藏
页码：566 / 576
页数：11
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