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  1. NTU Theses and Dissertations Repository
  2. 電機資訊學院
  3. 資訊工程學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/28930
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dc.contributor.advisor劉邦鋒
dc.contributor.authorChieh-Wen Chengen
dc.contributor.author鄭傑文zh_TW
dc.date.accessioned2021-06-13T00:30:08Z-
dc.date.available2009-07-31
dc.date.copyright2007-07-31
dc.date.issued2007
dc.date.submitted2007-07-26
dc.identifier.citation[1] GT Internetwork Topology Models (GT-ITM), 2000. http://wwwstatic.
cc.gatech.edu/projects/gtitm/.
[2] A. Chervenak, R. Schuler, C. Kesselman, S. Koranda, and B. Moe. Wide
area data replication for scientific collaborations. In In Proceedings of
the 6th International Workshop on Grid Computing, November 2005.
[3] Israel Cidon, Shay Kutten, and Ran Soffer. Optimal allocation of electronic
content. In INFOCOM, pages 1773–1780, 2001.
[4] W. B. David. Evaluation of an economy-based file replication strategy
for a data grid. In International Workshop on Agent based Cluster and
Grid Computing, pages 120–126, 2003.
[5] W. B. David, D. G. Cameron, L. Capozza, A. P. Millar, K. Stocklinger,
and F Zini. Simulation of dynamic grid rdeplication strategies in optorsim.
In In Proceedings of 3rd Intl IEEE Workshop on Grid Computing,
pages 46–57, 2002.
[6] M.M. Deris, Abawajy J.H., and H.M. Suzuri. An efficient replicated
data access approach for large-scale distributed systems. In IEEE International
Symposium on Cluster Computing and the Grid, April 2004.
[7] W. Hoschek, F. J. Janez, A. Samar, H. Stockinger, and K. Stockinger.
Data management in an international data grid project. In In Proceedings
of GRID Workshop, pages 77–90, 2000.
[8] Won J. Jeon, Indranil Gupta, and Klara Nahrstedt. Qos-aware object
replication in overlay networks. 2005.
[9] Xiaohua Jia, Deying Li, Xiao-Dong Hu, and Ding-Zhu Du. Placement of
read-write web proxies in the internet. In ICDCS, pages 687–690, 2001.
[10] Konstantinos Kalpakis, Koustuv Dasgupta, and Ouri Wolfson. Optimal
placement of replicas in trees with read, write, and storage costs. IEEE
Trans. Parallel Distrib. Syst., 12(6):628–637, 2001.
[11] Christof Krick, Harald Rぴacke, and Matthias Westermann. Approximation
algorithms for data management in networks. In SPAA ’01:
Proceedings of the thirteenth annual ACM symposium on Parallel algorithms
and architectures, pages 237–246, New York, NY, USA, 2001.
ACM Press.
[12] H. Lamehamedi, B. Szymanski, Z. Shentu, and E. Deelman. Data replication
strategies in grid environments. In In Proceedings of 5th International
Conference on Algorithms and Architecture for Parallel Processing,
pages 378–383, 2002.
[13] K. Ranganathan, A. Iamnitchi, and I.T. Foste. Improving data availability
through dynamic model-driven replication in large peer-to-peer
communities. In In 2nd IEEE/ACM International Symposium on Cluster
Computing and the Grid, pages 376–381, 2002.
[14] K. Ranganathana and I. Foster. Identifying dynamic replication strategies
for a high performance data grid. In In Proceedings of the International
Grid Computing Workshop, pages 75–86, 2001.
[15] H. Stockinger, A. Samar, B. Allcock, I. Foster, K. Holtman, and B. Tierney.
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[16] Xueyan Tang and Jianliang Xu. Qos-aware replica placement for content
distribution. IEEE Trans. Parallel Distrib. Syst., 16(10):921–932, 2005.
Member-Xueyan Tang and Member-Jianliang Xu.
[17] Manghui Tu, Peng Li, Qingkai Ma, I-Ling Yen, and Farokh B. Bastani.
On the optimal placement of secure data objects over internet. In IPDPS
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USA, 2005. IEEE Computer Society.
[18] Oren Unger and Israel Cidon. Optimal content location in multicast
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7(3):315–336, 2004.
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[20] Ouri Wolfson and Amir Milo. The multicast policy and its relationship
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33
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/28930-
dc.description.abstract在網路上有一份資料需要被很多人使用到,我們可以將這一份資料複製成好幾分複品,放在網路上不同的地方,供大家使用以增加存取的速度。但是網路上在溝通時會有延遲,所以我們需要一個好的放置策略,來降低這些延遲。這篇論文同時考慮了服務品質的保證以及整個系統的效能,我們提出兩個演算法來決定副本的放置策略,實驗結果顯示我們的方法找到的結果很接近最佳解。zh_TW
dc.description.abstractThis paper studies the QoS-aware replica placement problem in grid environments, given the workload capacity restriction of each replica server. Although there has been much work on replica placement problem, most of them concern average system performance and ignore quality assurance issue. However, we believe that quality assurance is very important, especially in heterogeneous environments. The capacity that each replica server can
process is also a key factor in service quality assurance. In this paper, we propose two heuristic algorithms that determine the positions of replicas in order to minimize the sum of update, storage and access cost and satisfy the
quality requirements imposed by data requests and the capacity constraint of each replica server. The experimental results indicate that the proposed algorithms find a near-optimal solution effectively and efficiently. Our algorithms can also adapt to various parallel and distributed environments.
en
dc.description.provenanceMade available in DSpace on 2021-06-13T00:30:08Z (GMT). No. of bitstreams: 1
ntu-96-R94922135-1.pdf: 310356 bytes, checksum: cce4a620da8bcbb0c898095040ffa377 (MD5)
Previous issue date: 2007
en
dc.description.tableofcontents1 Introduction 1
2 Related Works 4
3 System Model 7
3.1 Replication Cost . . . . . . . . . . . . . . . . . . . . . . . . . 8
3.2 Service Quality Requirement . . . . . . . . . . . . . . . . . . . 9
3.3 Workload Capacity Constraint . . . . . . . . . . . . . . . . . . 10
3.4 QoS-aware Replica Placement With Capacity Constraint . . . 10
4 Heuristic Algorithms 12
4.1 QoS Satisfying Set . . . . . . . . . . . . . . . . . . . . . . . . 12
4.2 Greedy Remove . . . . . . . . . . . . . . . . . . . . . . . . . . 12
4.2.1 Time Complexity Analysis . . . . . . . . . . . . . . . . 14
4.3 Greedy Add . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
4.3.1 Time Complexity Analysis . . . . . . . . . . . . . . . . 18
4.4 Random . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
5 Performance Evaluation 20
5.1 The effects of Workload . . . . . . . . . . . . . . . . . . . . . 22
5.2 The effects of Capacity Constraint . . . . . . . . . . . . . . . . 22
5.3 The effects of QoS . . . . . . . . . . . . . . . . . . . . . . . . 24
5.4 The effects of Storage Cost . . . . . . . . . . . . . . . . . . . . 26
5.5 Execution Time . . . . . . . . . . . . . . . . . . . . . . . . . . 26
6 Conclusion 30
dc.language.isoen
dc.subject效能zh_TW
dc.subject服務品質zh_TW
dc.subject演算法zh_TW
dc.subject複品zh_TW
dc.subject放置策略zh_TW
dc.subjectperformanceen
dc.subjectQoSen
dc.subjectheuristicen
dc.subjectreplicaen
dc.subjectplacementen
dc.title具有服務品質保證,高存取效能及高儲存效能適用於格網系統之資料複品放置方法zh_TW
dc.titleQoS-Aware, Access-Efficient and Storage-Efficient Replica Placement in Grid Environmentsen
dc.typeThesis
dc.date.schoolyear95-2
dc.description.degree碩士
dc.contributor.oralexamcommittee王大為,薛智文
dc.subject.keyword服務品質,演算法,複品,放置策略,效能,zh_TW
dc.subject.keywordQoS,heuristic,replica,placement,performance,en
dc.relation.page33
dc.rights.note有償授權
dc.date.accepted2007-07-26
dc.contributor.author-college電機資訊學院zh_TW
dc.contributor.author-dept資訊工程學研究所zh_TW
顯示於系所單位:資訊工程學系

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