Resource dependency based grid resources assignment
-
摘要: 在网格环境中,每个网格服务都面临着多种资源选择,网格作业中各服务间的关联在某种程度上可映射为资源之间的依赖关系,不同的资源配置将产生不同的服务满意度,由此提出服务资源分配问题SRA(Service Resource Assignment),通过构造资源关系图提出基于树分解的资源分配算法DRA(Tree\|Decomposition based Resource Allocation algorithm),利用该算法求出此问题的正确消元顺序,在多项式时间复杂度内获得该问题的最优解,给出实验结果并提出下一步的研究工作.Abstract: As a component of a grid job, a grid service is required to select suit able resource from global wide providers so that the different resource assignme nts will have distinctive impact on the utility of the job,which results in SRA(service resource assignment) problem.Addressing it a novel method TDRA (tree decomposition based resource allocation algorithm), based on tree- decomposition of grid resource dependency graph ,was choosed to form the correct vertex elemination order on which the variables were iteratively relaxed untill the optimised result was reached. The method indicates the complexity of TDRA i s polynominal instead of exponential,which proves available to solve SRA problem s. As a conclusion the further work of this research was also discussed.
-
[1] Ian Foster, Carl Kesselman, Jeffrey M, et al. Grid services for distributed system integration [J]. Computer, 2002, 35(6):37~46 [2]Roman Ginis. Automating resource management for distributed business processes . California:California Institue of Technology, 2002 [3]Klaus Krauter,Rajkumar Buyya,Muthucumaru Maheswarm. A taxonomy and survey of grid resource management systems for distributed computing[J]. Software -Practice and Experience,2002,32(2):135~164 [4] 原晋江.图的填充和运算[J].中国科学(A辑), 1994, 24(10) Yuan Jinjiang. The fill-in and computation of graph[J]. Science in China(Seri es A), 1994, 24 (10)(in Chinese) [5] Robertson N, Seymour P D. Graph minors II:algorithmic aspects of tree-width [J]. Journal of Algorithms, 986,7:309~322 [6]Koster A M, van Hoesel S P, Kolen A W. Solving frequency assignment problems via tree-decomposition . Technical Report of Universiteit Maastricht RM/99/011, 1999 [7]Tarjan R E. Decomposition by clique separators[J]. Discrete Mathematics, 1985,55(2):221~232 [8]Berry A, Bordat J P, Cogis O. Generating all the minimal separators of a graph . International Journal of Foundations of Computer Science, 2000,11(3):397~403 -

计量
- 文章访问数: 2684
- HTML全文浏览量: 100
- PDF下载量: 742
- 被引次数: 0