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
Link To Document :
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