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Title:
optimization update for data composition view based on data service
Author: Zhang Peng ; Wang Gui-Ling ; Ji Guang ; Liu Chen
Keyword: Algorithms ; Microcellular radio systems ; Optimization ; Query processing
Source: Jisuanji Xuebao/Chinese Journal of Computers
Issued Date: 2011
Volume: 34, Issue:12, Pages:2344-2354
Indexed Type: EI
Department: (1) Research Laboratory of Software Integration and Service Computing Institute of Computing Technology Chinese Acad. of Sci. Beijing 100190 China; (2) Graduate University of Chinese Acad. of Sci. Beijing 100049 China
Abstract: Data service provides unified data model for cross-domain data integration, and generates data view through data services composition. A challenging problem is once a primitive data service is updated, how to propagate the update bottom-up to the top level via several intermediate composite data services, and to ensure the update efficiency of the data view. In this paper, the data operations and their properties are analyzed to facilitate transformation of composite data services, and generate some equivalent composite data services from a user defined composite data service. In addition, the time cost model for the incremental update of a composite data service is built. The model measures the time cost of updating a composite data service within a time unit in terms of the update frequency and data volume of the primitive data services. Based on the model, a data view update optimization algorithm is proposed to minimize the time cost. Experiments show that our approach can effectively improve the update efficiency of the data view.
English Abstract: Data service provides unified data model for cross-domain data integration, and generates data view through data services composition. A challenging problem is once a primitive data service is updated, how to propagate the update bottom-up to the top level via several intermediate composite data services, and to ensure the update efficiency of the data view. In this paper, the data operations and their properties are analyzed to facilitate transformation of composite data services, and generate some equivalent composite data services from a user defined composite data service. In addition, the time cost model for the incremental update of a composite data service is built. The model measures the time cost of updating a composite data service within a time unit in terms of the update frequency and data volume of the primitive data services. Based on the model, a data view update optimization algorithm is proposed to minimize the time cost. Experiments show that our approach can effectively improve the update efficiency of the data view.
Language: 中文
Content Type: 期刊论文
URI: http://ir.iscas.ac.cn/handle/311060/16168
Appears in Collections:软件所图书馆_期刊论文

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Recommended Citation:
Zhang Peng,Wang Gui-Ling,Ji Guang,et al. optimization update for data composition view based on data service[J]. Jisuanji Xuebao/Chinese Journal of Computers,2011-01-01,34(12):2344-2354.
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