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
Link To Document :
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