Scholars@Duke publication: Efficacious Data Cube Exploration by Semantic Summarization and Compression

Proceedings 2003 VLDB Conference: 29th International Conference on Very Large Databases (VLDB)

Efficacious Data Cube Exploration by Semantic Summarization and Compression

Publication , Chapter

Lakshmanan, LVS; Pei, J; Zhao, Y

January 1, 2003

This chapter discusses the efficacious data cube exploration by semantic summarization and compression. Data cube is the core operator in data warehousing and online analytical processing (OLAP). Its efficient computation, maintenance, and utilization for query answering and advanced analysis have been the subjects of numerous studies. Data warehouses form the essential infrastructure for many data analysis tasks. A data warehouse is a subject-oriented, integrated, time-variant, and non-volatile collection of data in support of managemental decision-making processes. A core operation in a data warehouse is the construction of a data cube, which can be viewed as a multi-level, multidimensional database with aggregate data at multiple granularities.

Duke Scholars

Author Jian Pei Computer Science

DOI

10.1016/B978-012722442-8/50121-X

ISBN

9780127224428

Publication Date

January 1, 2003

Start / End Page

1125 / 1128

Citation

APA

Chicago

ICMJE

MLA

NLM

Lakshmanan, L. V. S., Pei, J., & Zhao, Y. (2003). Efficacious Data Cube Exploration by Semantic Summarization and Compression. In Proceedings 2003 VLDB Conference: 29th International Conference on Very Large Databases (VLDB) (pp. 1125–1128). https://doi.org/10.1016/B978-012722442-8/50121-X

Lakshmanan, L. V. S., J. Pei, and Y. Zhao. “Efficacious Data Cube Exploration by Semantic Summarization and Compression.” In Proceedings 2003 VLDB Conference: 29th International Conference on Very Large Databases (VLDB), 1125–28, 2003. https://doi.org/10.1016/B978-012722442-8/50121-X.

Lakshmanan LVS, Pei J, Zhao Y. Efficacious Data Cube Exploration by Semantic Summarization and Compression. In: Proceedings 2003 VLDB Conference: 29th International Conference on Very Large Databases (VLDB). 2003. p. 1125–8.

Lakshmanan, L. V. S., et al. “Efficacious Data Cube Exploration by Semantic Summarization and Compression.” Proceedings 2003 VLDB Conference: 29th International Conference on Very Large Databases (VLDB), 2003, pp. 1125–28. Scopus, doi:10.1016/B978-012722442-8/50121-X.

Lakshmanan LVS, Pei J, Zhao Y. Efficacious Data Cube Exploration by Semantic Summarization and Compression. Proceedings 2003 VLDB Conference: 29th International Conference on Very Large Databases (VLDB). 2003. p. 1125–1128.

DOI

10.1016/B978-012722442-8/50121-X

ISBN

9780127224428

Publication Date

January 1, 2003

Start / End Page

1125 / 1128