A study on grid policy administrator with MDP-based resource management scheme = MDP기반 자원관리 방식의 그리드 정책 중재기에 관한 연구

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Grid computing enables the virtualization of distributed computing and data resources such as processing, network bandwidth and storage capacity to create a single system image, granting users and applications seamless access to vast it capabilities. It brings together all heterogeneous resources and allocates them efficiently to applications. However, the complexity of resource management in Grid significantly increases as the grid computing grows. There are some approaches that try to solve the problem. One of the promising is policy based resource management system that is suitable to the complex management environments. In this thesis, we propose grid policy administrator with MDP-based resource management scheme. The grid policy administrator has a QoS-constrained grid resource management architecture based on Quorum and MDP-based policy decision scheme for considering management cost and QoS guarantee. The management architecture has two phase operations. The first complex decision procedure in these operations runs in proactive way to reduce brokering time. Then the second reactive procedure triggered by on-demand resource requests is served in time. Quorum systems are well known tools for ensuring the consistency of resource information as well as reliable QoS guarantee. Its useful properties such as intersection and mutual exclusion are used to make a large set of distributed heterogeneous resources several handy groups. Available resource quorums are generated by preplanned policy decision scheme with various SLAs, grid resource and network resource information in advance. When a request arrives those available resources are mapped into QoS quorums which satisfy QoS requirements. To evaluate the preplanned policy decision scheme with policy enforcement into network we run virtual heart simulation in our experiments. The results show that preplanned policy decision scheme guarantees QoS for grid applications.
Advisors
Youn, Chan-Hyunresearcher윤찬현researcher
Description
한국정보통신대학교 : 공학부,
Publisher
한국정보통신대학교
Issue Date
2006
Identifier
392650/225023 / 020044601
Language
eng
Description

학위논문(석사) - 한국정보통신대학교 : 공학부, 2006, [ viii, 53 p. ]

Keywords

Policy Administrator; Grid Policy; Resource Management; Grid Computing; MDP; 마코브결정처리; 정책 중재기; 그리드 정책; 자원관리; 그리드 컴퓨팅

URI
http://hdl.handle.net/10203/55470
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=392650&flag=dissertation
Appears in Collection
School of Engineering-Theses_Master(공학부 석사논문)
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