DocumentCode
2432019
Title
Mobile query optimization based on agent-technology for distributed data warehouse and OLAP applications
Author
Hameurlain, A. ; Morvan, F.
Author_Institution
IRIT, Univ. Paul Sabatier, Toulouse, France
fYear
2002
fDate
2-6 Sept. 2002
Firstpage
795
Lastpage
799
Abstract
With the rapid collection of data in a wide variety of fields - ranging from business transactions through medical investigations to scientific research - the demands on data analysis tools are ever growing. Today´s challenges are less related to data storage and information retrieval, but can rather be found in the analysis of data on a global scale in a heterogeneous information system: technologies such as on-line analytical processing, data mining and knowledge discovery in databases all require the integration of information and efficient query processing. In distributed and heterogeneous datasets this can only be achieved by the efficient distribution and scheduling of subtasks in a distributed computing resource. We propose the use of mobile query optimizations based on agent-technology for distributed data warehouse and OLAP applications to adapt the concurrent query execution dynamically to the computing resource it executes on. This is of particular importance in cluster and grid computing.
Keywords
data analysis; data mining; data warehouses; distributed databases; distributed programming; query processing; scheduling; software agents; OLAP applications; agent technology; cluster computing; concurrent query execution; data analysis tools; data mining; distributed computing resource; distributed data warehouse; distributed datasets; efficient query processing; grid computing; heterogeneous information system; knowledge discovery in databases; mobile query optimization; on-line analytical processing; subtask scheduling; Data analysis; Data mining; Data warehouses; Databases; Distributed computing; Information analysis; Information retrieval; Information systems; Memory; Query processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Database and Expert Systems Applications, 2002. Proceedings. 13th International Workshop on
ISSN
1529-4188
Print_ISBN
0-7695-1668-8
Type
conf
DOI
10.1109/DEXA.2002.1045994
Filename
1045994
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