Cuckoo Search Algorithm for Job Scheduling in Cloud Systems

被引：3

作者：

Amtade, Supacheep ^{[1
,2
]}

Miyamoto, Toshiyuki ^{[3
]}

机构：

[1] Osaka Univ, Sch Engn, Suita, Osaka 5650871, Japan

[2] Kasetsart Univ, Fac Engn, Bangkok 10900, Thailand

[3] Osaka Univ, Grad Sch Engn, Suita, Osaka 5650871, Japan

来源：

IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES | 2015年 / E98A卷 / 02期

关键词：

Cloud systems; resource constraint; cuckoo search; job scheduling; optimization; OPTIMIZATION;

D O I：

10.1587/transfun.E98.A.645

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

A cloud system is defined as a large scale computer system that contains running high performance computers and responds to a large number of incoming tasks over the Internet. In this paper, we consider the problem to schedule computational jobs efficiently regarding system resource constraint and introduce a cuckoo search (CS) algorithm. Experimental results show that CS outperforms the genetic algorithm in terms of fitness value.

引用

页码：645 / 649

页数：5

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