DocumentCode
3371780
Title
Research on Novel Dynamic Resource Management and Job Scheduling in Grid Computing*
Author
Li, Fufang ; Qi, Deyu ; Zhang, Limin ; Zhang, Xianguang ; Zhang, Zhili
Author_Institution
Sch. of Comput. Sci. & Technol., South China Univ. of Technol., Guangzhou
Volume
1
fYear
2006
fDate
20-24 June 2006
Firstpage
709
Lastpage
713
Abstract
Grid computing has been a hot spot recent year. In grid computing applications, resource management and job scheduling are the most crucial problems in grid computing systems. In this paper, we try to present a novel agent-based dynamic grid resource management model considering both the resource management and job scheduling as a coalition integrity, so as to gain good robust, scalability, efficiency, and high performance. In our model, we use a carefully designed agent to obtain dynamic real time available computational ability of various nodes in the grid environment, so that new job could be assigned to the node that has the largest available computational power, and thus to improve system load ability and performance with good load balance. We construct all grid computational resources into two-layered heap sort tree (HST); this makes the system be more scalable, robust, fault-tolerant and high performance. By taking advantages of agents in constructing and reconstructing the two-layered HST, this model is well fitted with the unpredictable changing grid environment
Keywords
fault tolerant computing; grid computing; resource allocation; scheduling; software agents; tree data structures; dynamic resource management; fault-tolerance; grid computing; job scheduling; load balancing; software agent; two-layered heap sort tree; Dynamic scheduling; Grid computing; Job design; Performance gain; Power system modeling; Processor scheduling; Real time systems; Resource management; Robustness; Scalability; Autonomy Presentation Agent (ARA).; Grid Computing; Heap sort Tree (HST); Node; State Monitoring Agent (NSMA);
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
Conference_Location
Hanzhou, Zhejiang
Print_ISBN
0-7695-2581-4
Type
conf
DOI
10.1109/IMSCCS.2006.117
Filename
4673631
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