Revisit on view maintenance in data warehouses

Weifa Liang, Jeffrey X. Yu

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)

    Abstract

    The complete consistence maintenance of SPJ-type materialized views in a distributed source environment has been studied extensively in the past several years due to its fundamental importance to data warehouses. Much effort has been taken based on an assumption that each source site contains only one relation and no multiple appearances of a relation is allowed in the definition of views. In this paper a generalized version of the view maintenance problem that not only a relation may appear many times in the definition of the view but also a site may contain multiple relations is considered. Due to unpredictability of the communication delay and bandwidth between the data warehouse and the sources, the materialized view maintenance is very expensive and time consuming. Therefore, one natural question for this generalized case is whether there is an algorithm which not only keeps the view complete consistent with the remote source data but also minimizes the number of accesses to the remote sites. In this paper we first show that a known SWEEP algorithm is one of the best algorithms for the case where multiple relations are included in a site. We then propose a complete consistency algorithm which accesses remote sources less than n - 1 times for the case where multiple appearances of a relation is allowed and n is the number of relations in the definition of the view.

    Original languageEnglish
    Title of host publicationAdvances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings
    EditorsX. Sean Wang, Ge Yu, Hongjun Lu
    PublisherSpringer Verlag
    Pages203-211
    Number of pages9
    ISBN (Print)9783540477143
    DOIs
    Publication statusPublished - 2001
    Event2nd International Conference on Web-Age Information Management, WAIM 2001 - Xi’an, China
    Duration: 9 Jul 200111 Jul 2001

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume2118
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    Conference2nd International Conference on Web-Age Information Management, WAIM 2001
    Country/TerritoryChina
    CityXi’an
    Period9/07/0111/07/01

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