Title :
Query processing for selection and projection using inverted partitioned indexes
Author :
Wah, Teh Ying ; Meng, Yew Kok
Author_Institution :
Sch. of Art & Sci., Tunku Abdul Rahman Coll., Malaysia
Abstract :
Very large data volumes and reading data from different information sources and updating data in local information sources make traditional indexing techniques such as the Record Identification (RID) index unsuitable for data warehouses. Bitmap indexes are a promising technique to replace RID at the selection level of query processing. We introduce a variant of the inverted partitioned index that materializes the secondary key of the base relation to the store primary key instead of RID. Query Processing for selection and projection using the inverted partitioned index can process relevant data at the index level without going through the base relation. We use a disk page for the criteria to analyse the inverted partitioned index compared with related techniques such as full scan, RID index and Bitmap Index. Our new inverted partitioned index is much better than these related techniques
Keywords :
data warehouses; database indexing; database theory; query processing; RID index; bitmap indexes; data warehouses; disk page; frequently portion secondary key; full scan; information sources; inverted partitioned indexes; local information sources; projection; query processing; selection; very large data volumes; Art; Data warehouses; Databases; Educational institutions; Filters; Indexes; Indexing; Information retrieval; Query processing; Warehousing;
Conference_Titel :
TENCON 2000. Proceedings
Conference_Location :
Kuala Lumpur
Print_ISBN :
0-7803-6355-8
DOI :
10.1109/TENCON.2000.893698