HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS

ISCAS OpenIR

	HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS
	Kang, Qinma; He, Hong
	2013
发表期刊	INTELLIGENT AUTOMATION AND SOFT COMPUTING
ISSN	1079-8587
卷号	19 期号:1 页码:69-84
摘要	Effective task assignment is essential for achieving high performance in heterogeneous distributed computing systems. This paper proposes a new technique based on the honeybee mating optimization (HBMO) algorithm for solving the problem with the objective of minimizing the total execution and communication costs. We discuss the adaptation and implementation of the HBMO search strategy to the task assignment problem. Through simulations over a wide range of parameters, we demonstrate the performance of our method by comparing it with three existing task assignment techniques from the literature.; Effective task assignment is essential for achieving high performance in heterogeneous distributed computing systems. This paper proposes a new technique based on the honeybee mating optimization (HBMO) algorithm for solving the problem with the objective of minimizing the total execution and communication costs. We discuss the adaptation and implementation of the HBMO search strategy to the task assignment problem. Through simulations over a wide range of parameters, we demonstrate the performance of our method by comparing it with three existing task assignment techniques from the literature.
收录类别	SCI
关键词	Meta-heuristics Task Assignment Heterogeneous Distributed Computing Task Interaction Graph Honeybee Mating Optimization
部门归属	[Kang, Qinma] Chinese Acad Sci, Inst Software, State Key Lab Comp Sci, Beijing 100864, Peoples R China. [Kang, Qinma; He, Hong] Shandong Univ Weiha, Sch Informat Engn, Weihai 264209, Peoples R China.
语种	英语
WOS记录号	WOS:000316644600006
引用统计
内容类型	期刊论文
URI标识	http://ir.iscas.ac.cn/handle/311060/16946
专题	中国科学院软件研究所
推荐引用方式 GB/T 7714	Kang, Qinma,He, Hong. HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS[J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING,2013,19(1):69-84.
APA	Kang, Qinma,&He, Hong.(2013).HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS.INTELLIGENT AUTOMATION AND SOFT COMPUTING,19(1),69-84.
MLA	Kang, Qinma,et al."HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS".INTELLIGENT AUTOMATION AND SOFT COMPUTING 19.1(2013):69-84.