Load balancing in grid computing: Taxonomy, trends and opportunities

被引:21
作者
Khan, Sumair [1 ]
Nazir, Babar [1 ]
Khan, Iftikhar Ahmed [1 ]
Shamshirband, Shahaboddin [2 ,3 ]
Chronopoulos, Anthony T. [4 ,5 ]
机构
[1] COMSATS Inst Informat Technol, Dept Comp Sci, Univ Rd, Tobe Camp 22060, Abbottabad, Pakistan
[2] Ton Duc Thang Univ, Dept Management Sci & Technol Dev, Ho Chi Minh City, Vietnam
[3] Ton Duc Thang Univ, Fac Informat Technol, Ho Chi Minh City, Vietnam
[4] Univ Texas San Antonio, Dept Comp Sci, San Antonio, TX USA
[5] Univ Patras, Dept Comp Sci, Patras, Greece
关键词
Grid computing; Load balancing; Task migration; Resource allocation; ALGORITHM; SYSTEMS; POLICY; ENVIRONMENT;
D O I
10.1016/j.jnca.2017.02.013
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Grid computing is used to provide different services to users through resources that are geographically dispersed, dynamic, and heterogeneous in nature. In grid computing, load balancing plays a vital role in the reallocation of user jobs when the grid resources become overloaded. In the past few years, scores of load balancing strategies have been proposed by researchers to improve response time, communication overhead, throughput, and resource utilization. In this paper, surveyed load balancing strategies are divided into two broad categories, some supporting task migration and some of them having no support for task migration during the load balancing process. Each category is further categorized based on the basis of grid resource topology, that includes the flat resource topology and hierarchical resource topology. We discussed and compared the number of dynamic load balancing strategies related to these categories on the basis of different load balancing features and performance metrics.
引用
收藏
页码:99 / 111
页数:13
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