An efficient method for improving query efficiency in data warehouse

作者：Ni, Zhiwei^*; Guo, Junfeng; Wang, Li; Gao, Yazhuo

来源：Journal of Software, 2011, 6(5): 857-865.

DOI：10.4304/jsw.6.5.857-865

• B trees
• Bitmap indexes
• Index models
• Inverted indices
• OLAP queries
• Performance bottlenecks
• Query efficiency
• Real time

There are lots of performance bottlenecks for real-time queries in mass data. Many methods can only improve the efficiency for frequently used queries, but it is not advisable to neglect the non-frequently used queries. This paper proposes a new integrated index model called BBI and illustrates the application of this model. Based on the feature of data warehouse and OLAP queries, this index model is built with inverted index, aggregation table, bitmap index and b-tree. It greatly promotes not only the efficiency of frequently used queries, but also the performance of other queries. The analytical and experimental results demonstrate the utility of BBI.

• 出版日期2011
• 单位合肥工业大学