An improved approach for load balancing among heterogeneous resources in computational grids

被引：0
作者：
Deepak Kumar Patel
Chitaranjan Tripathy
机构：
[1] Veer Surendra Sai University of Technology,Department of Computer Science and Engineering
来源：
Engineering with Computers | 2015年 / 31卷
关键词：
Load balancing; Bandwidth; GridSim; Gridlet; Heterogeneous resources; Response time;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In recent days, due to the rapid technological advancements, the grid computing has become an important area of research in distributed systems. The load balancing is a very important and complex problem in grid computing. In this paper, we propose a dynamic-distributed load-balancing technique called the improved load balancing on enhanced GridSim with deadline control (IEGDC) for computational grids. Here, we provide a new mechanism of scheduling to enhance the utilization of the resources and to prevent the resource overloading. A selection method for scheduling by considering the state of resource bandwidth and capacity of various resources is presented. We simulate the proposed load-balancing strategy on the GridSim platform. The proposed mechanism on comparison is found to outperform the existing schemes in terms of response time, resubmitted time, finished and unfinished Gridlets. The simulation results are presented.
引用
收藏
页码：825 / 839
页数：14
相关论文
共 58 条
  • [1] Khanli LM(2012)A new step toward load balancing based on competency rank and transitional phases in grid networks Future Gener Comp Syst 28 682-688
  • [2] Razzaghzadeh S(2006)Load balancing in grid computing Asian J Inf Technol 5 1095-1103
  • [3] Zargari SV(2007)On the design of adaptive and decentralized load-balancing algorithms with load estimation for computational grid environments IEEE Trans Parallel Distrib Syst 18 1675-1686
  • [4] Yagoubi B(2008)Game-theoretic approach for load balancing in computational grids IEEE Trans Parallel Distrib Syst 19 66-76
  • [5] Lilia HT(2009)Communication cost effective scheduling policies of nonclairvoyant jobs with load balancing in a Grid J Syst Softw 82 2103-2116
  • [6] Maussa HS(2012)A hybrid policy for fault tolerant load balancing in grid computing environments J Netw Comput Appl 35 412-422
  • [7] Shah R(2007)Artificial life techniques for load balancing in computational grids J Comput Syst Sci 73 1176-1190
  • [8] Veeravalli B(2012)An enhanced load balancing mechanism based on deadline control on GridSim Future Gener Comput Syst 28 657-665
  • [9] Misra M(2003)Divisible load theory: a new paradigm for load scheduling in distributed systems Clust Comput 6 7-17
  • [10] Subrata R(1999)ELISA: an estimated load information scheduling algorithm for distributed computing systems Comput Math Appl 37 57-85
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