A Weighted Mean Time Min-Min Max-Min Selective Scheduling Strategy for Independent Tasks on Grid

被引:28
作者
Chauhan, Sameer Singh [1 ]
Joshi, R. C. [1 ]
机构
[1] Indian Inst Technol, Dept Elect & Comp Engn, Roorkee 247667, Uttar Pradesh, India
来源
2010 IEEE 2ND INTERNATIONAL ADVANCE COMPUTING CONFERENCE | 2010年
关键词
Grid Computing; Task scheduling; Min-Min; Max-Min; Weighted Mean Time;
D O I
10.1109/IADCC.2010.5423047
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the emergence of Grid technologies, the problem of scheduling tasks in heterogeneous systems has been arousing attention. Task scheduling is a NP-complete problem[5] and it is more complicated under the Grid environment. To better use tremendous capabilities of Grid system, effective and efficient scheduling algorithms are needed. In this paper, we are presenting a new heuristic scheduling strategy for Independent tasks. The strategy is based on two traditional scheduling heuristics Min-Min and Max-Min. The strategy also considers the overall performance of machines to decide the scheduling sequence of tasks. We have evaluated our scheduling strategy within a grid simulator known as GridSim. We compared the results given by our strategy with the existing scheduling heuristics Min-Min and Max-Min and the results shows that our strategy outperforms in many cases than the existing ones.
引用
收藏
页码:4 / 9
页数:6
相关论文
共 12 条
[1]  
[Anonymous], P 9 HET COMP WORKSH
[2]  
[Anonymous], J CONCURRENCY COMPUT
[3]   A comparison of eleven static heuristics for mapping a class of independent tasks onto heterogeneous distributed computing systems [J].
Braun, TD ;
Siegel, HJ ;
Beck, N ;
Bölöni, LL ;
Maheswaran, M ;
Reuther, AI ;
Robertson, JP ;
Theys, MD ;
Yao, B ;
Hensgen, D ;
Freund, RF .
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2001, 61 (06) :810-837
[4]  
BRAUN TD, 1998, IEEE WORKSH ADV PAR, P330
[5]  
CAO J, 2005, FUTURE GENERATION CO, V21
[6]  
DONG F, 2006, GRID SCHED WORKSH SC
[7]  
ETMINANI MK, 2007, INT 2007 ICI 2007 3
[8]  
FOSTER, 2004, GRID 2 BLUEPRINT FUT
[9]   HEURISTIC ALGORITHMS FOR SCHEDULING INDEPENDENT TASKS ON NONIDENTICAL PROCESSORS [J].
IBARRA, OH ;
KIM, CE .
JOURNAL OF THE ACM, 1977, 24 (02) :280-289
[10]  
JINQUAN Z, 2005, P 8 INT C HIGH PERF