期刊文献+

一种多QoS约束的网格资源调度算法 被引量:2

Algorithm for resource scheduling based on multi-QoS constraints
下载PDF
导出
摘要 针对网格计算中资源调度问题,提出一种多QoS(Quality of Service)约束的贪婪推广算法.调度时以调度驱动函数为贪婪准则.调度驱动函数与网格用户提供的"deadline","budget","time-weight"和"cost weight"等参数有关.每次根据调度驱动函数选择最经济的资源进行调度.通过在Gridsim环境下的分析与比较,该算法能够在满足用户QoS的同时,能够以最小的调度驱动函数值完成任务,最大化地实现用户的满意度. A new algorithm for resource scheduling in a grid environment based on multi-QoS constraints and greedy method was proposed. It takes a driver function which is determined by parameters"deadline", "budget", "time weight" and "cost weight" which the user provided as the greedy criterion. The performance of this new scheduling algorithm, choosing a most economic resource for scheduling each time and achieving the maximum of customer's satisfaction, is demonstrated by its implementation on Gridsim.
出处 《华东师范大学学报(自然科学版)》 CAS CSCD 北大核心 2009年第1期111-116,共6页 Journal of East China Normal University(Natural Science)
关键词 经济模型 贪婪算法 GRIDSIM 调度 网格计算 economic model greedy algorithm Gridsim schedule computational grid
  • 相关文献

参考文献8

  • 1LUIS F, VIKTORS B, JONATHAN A. Introduction to grid computing with globus[EB/OL]. [2008-03-30] http://www, redbooks, ibm. com/redbooks/pdfs/sg246895, pdf.
  • 2RAJKUMAR B, DAVID A, JONATHAN G. An economy driven resource management architecture for global computational power Grids [J/OL]. [2008-03-30]. http://www, buyya, com/ecogrid/.
  • 3孔晓红,叶宾,须文波.多目标蚁群优化网格调度算法[J].计算机工程与应用,2007,43(30):88-90. 被引量:3
  • 4RAJKUMAR B, JONATHAN G, DAVID A. An evaluation of economy based resource trading and scheduling on computational power grids for parameter sweep applications[J/OL]. [2008-03-30]. http://www, buyya, com/ecogrid/.
  • 5SHIE M, RON M, TONG Z. Greedy algorithms for classification-consistency, convergence rates, and adaptivity. [EB/OL]. [2008 03-30]. http://www, ee. technion, ac. il/-rmeir/Publications/Mannor-Meir-Zhang-Jmlr03. pdf.
  • 6SARTAJ S.数据结构、算法与应用[M/OL].[2008-05-08].http://www.tjnu.edu.cn/ini/arithetics/No11.htm.
  • 7RAJKUMAR B. Grid computing and distributed systems laboratory and the gridbus project. [J/OL]. [2008-03- 30]. http://www, gridbus, org/reports/GRIDS-Lab-AnnualReport2007, pdf.
  • 8MARK B, RAJKUMAR B, DOMENICO L. Grids and grid technologies for wide-area distributed computing. [J/OL]. [2008-05-08]. http://www, gridbus, org/-raj/papers/gridtech, pdf.

二级参考文献9

  • 1Foster I,Kesselmann C.The grid:blueprint for a new computing infrastructure[M].[S.l.]:Morgan Kaufmann Publishers, 1999.
  • 2Wolski R,Spring N,Hayes J.The network weather service:a distributed resource performance forecasting service for metacomputing[J]. Journal of Future Generation Computing Systems, 1999,15 (5/6) : 757-765.
  • 3Fibich, Pavel -MATYSKA, Ludek -RUDOVA, et al.Model of grid scheduling problem[C]//Exploring Planning and Scheduling for Web Services,Grid and Autonomic Computing.Menlo Park,California. USA:AAAI Press,2005 : 17-24.
  • 4Czajkowski K,Foster I,Kesselman C,et al.A resource management architecture for metacomputing system [C]//Proc of the 4th Work-shop on Job Scheduling Strategies for Parallel Processing, 1998.
  • 5Braun T D,Siegel H J,Beck N.A comparison of eleven static heuristics for mapping a class of independent tasks onto heterogeneous distributed computing systems[J].Journal of Parallel and Distributed Computing, 2001 : 810-837.
  • 6Dorigo M,Maniezzo V,Colomi A.The ant system:optimization by a colony of cooperating agents[J].IEEE Transactions on Systems,Man, and Cybernetics,Part-B, 1996,26(1): 1-13.
  • 7Dorigo M,Caro G D,Gambardella L M.Ant algorithms for discrete optimization[J].Artificial Life, 1999,5(3): 137-172.
  • 8Xu Z H,Hou X D,Sun J Z.Ant algorithm-based task scheduling in grid computin[C]//Proc of 2003-Canadian Conf on Electrical and Computer Engineering,2003,2 : 1107-1110.
  • 9Buyya R.Economic-based distributed resource management and scheduling for grid computing[D].Melbourne,Australia:Monash University, 2002-04-12.

共引文献2

同被引文献12

引证文献2

二级引证文献4

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部