DocumentCode
3255963
Title
Incremental maintenance of horizontal view using PIVOT operation and differential files in relational DBMSs
Author
Shin, Sung-Hyun ; Kim, Jinho ; Moon, Yang-Sae ; Kim, Sang-Wook
Author_Institution
Res. Inst. of Electr. & Comput. Eng., Hanyang Univ., Seoul
fYear
2008
fDate
4-6 Aug. 2008
Firstpage
264
Lastpage
269
Abstract
To analyze multidimensional data conveniently and efficiently, OLAP(online analytical processing) systems are widely using views with horizontal form to represent measurement values over multiple dimensions, while conventional RDBMSs usually manage tables with vertical form. In this paper, we propose an incremental maintenance of these horizontal views which updates efficiently them according to the changes of base source tables. We first propose an overall framework processing queries over horizontal views transformed from source tables with vertical form. In order to execute this view maintenance process efficiently, we keep every changes of source tables into differential files then we modify the horizontal views with the differential files. Because differential files have vertical forms, their tuples are converted to horizontal forms which are identical to horizontal views then they are applied to the maintenance of these views. Experimental results show that the proposed method is more effective than existing methods.
Keywords
data mining; query processing; relational databases; OLAP system; PIVOT operation; differential files; horizontal view; incremental maintenance; multidimensional data analysis; online analytical processing; query processing; relational DBMS; source table; Communication system operations and management; Computer science; Data analysis; Data engineering; Educational institutions; Electric variables measurement; Engineering management; Information analysis; Moon; Multidimensional systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications of Digital Information and Web Technologies, 2008. ICADIWT 2008. First International Conference on the
Conference_Location
Ostrava
Print_ISBN
978-1-4244-2623-2
Electronic_ISBN
978-1-4244-2624-9
Type
conf
DOI
10.1109/ICADIWT.2008.4664356
Filename
4664356
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