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| HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS | |
| Kang, Qinma; He, Hong | |
| 2013 | |
| Source | INTELLIGENT AUTOMATION AND SOFT COMPUTING
 |
| ISSN | 1079-8587 |
| Volume | 19Issue:1Pages:69-84 |
| English Abstract | 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. |
| Indexed Type | SCI |
| Keyword | Meta-heuristics Task Assignment Heterogeneous Distributed Computing Task Interaction Graph Honeybee Mating Optimization |
| Department | [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. |
| Language | 英语 |
| WOS ID | WOS:000316644600006 |
| Citation statistics | |
| Content Type | 期刊论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/16946 |
| Collection | 中国科学院软件研究所 |
| Recommended Citation 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. |
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