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	Dynamic Data Migration Policies for Query-Intensive Distributed Data Environments
	Wang, Tengjiao ; Yang, Bishan ; Huang, Allen ; Zhang, Qi ; Gao, Jun ; Yang, Dongqing ; Tang, Shiwei ; Niu, Jinzhong
	2009
英文摘要	Modern large distributed applications, such as telecommunication and banking services, need to respond instantly to a huge number of queries within a short period of time. The data-intensive., query-intensive nature makes it necessary to build these applications in a distributed data environment that involves a number of data servers sharing service load. How data is distributed among the servers has a crucial impact on the system response time. This paper introduces two policies that dynamically migrate data in such an environment as the pattern of queries on data changes, and achieve query load balance. One policy is based on a, central controller that periodically collects the query load information on all data servers and regulates data, migration across the whole system. The other policy lets individual server dynamically selects a partner to migrate data and balance query load in between. Experimental results show that both policies significantly improve system performance in terms of average query response tune and fairness, and communication overhead incurred is marginal.; http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000265181200006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=8e1609b174ce4e31116a60747a720701 ; Computer Science, Information Systems; Computer Science, Software Engineering; Computer Science, Theory & Methods; EI; CPCI-S(ISTP); 0
语种	英语
DOI标识	10.1007/978-3-642-00672-2-8
内容类型	其他
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/406356]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Wang, Tengjiao,Yang, Bishan,Huang, Allen,et al. Dynamic Data Migration Policies for Query-Intensive Distributed Data Environments. 2009-01-01.

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