DocumentCode
2543397
Title
A new approach of dynamic Encoded Bitmap Indexing Technique based on query history
Author
Alam, Md Golam Rabilul ; Arafat, Mohammed Yasir ; Iftekhar, Mohammed Kamal Uddin
Author_Institution
Dept. of Comput. Sci. & Eng., Int. Islamic Univ. Chittagong, Chittagong
fYear
2008
fDate
20-22 Dec. 2008
Firstpage
974
Lastpage
979
Abstract
In this paper we have proposed a new approach of encoded bitmap indexing that makes the encoded bitmap indexing technique well defined for most of the selection queries by using association rule of data mining. Furthermore, this approach makes encoded bitmap indexing (EBI) up to date after specific duration. Actually, this thesis incorporates an idea of using dynamic n-items pattern selection for encoded bitmap indexing technique lookup table to be well defined. We have used 2-items pattern selection of query predicate, 3-items pattern selection of query predicate up to n-items pattern selection of query predicate to select the most frequent pattern for the lookup table dynamically, consisting of database table attribute distinct values of character string and numbers (integer). The main feature of our work is that we have used association rule of data mining to determine the most frequent n-items pattern. It is the first time we select the n-items most frequent pattern dynamically for each attribute of the table which involved in indexing the table data.
Keywords
data mining; database indexing; query processing; table lookup; association rule mining; data mining; database table attribute; dynamic encoded bitmap indexing technique; dynamic n-items pattern selection; lookup table; query history; query predicate; query selection; Association rules; Bismuth; Computer science; Data mining; Database systems; History; Indexing; Information retrieval; Spatial databases; Table lookup; Data Mining; Encoded Bitmap Indexing; Lookup Table; Most Frequent N-items Pattern; Query Predicate Pattern;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 2008. ICECE 2008. International Conference on
Conference_Location
Dhaka
Print_ISBN
978-1-4244-2014-8
Electronic_ISBN
978-1-4244-2015-5
Type
conf
DOI
10.1109/ICECE.2008.4769354
Filename
4769354
Link To Document