High performance multidimensional analysis of large datasets

DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP

Volumn Part F129242, Issue , 1998, Pages 34-39

  Goil, Sanjay ^a   Choudhary, Alok ^a  

^a Northwestern University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; ASSOCIATION RULES; DATA MINING; DATA WAREHOUSES; DATABASE SYSTEMS; DECISION SUPPORT SYSTEMS; QUERY PROCESSING; WAREHOUSES;

MINING OF ASSOCIATION RULES; MULTI-DIMENSIONAL ANALYSIS; MULTI-DIMENSIONAL STRUCTURE; MULTIDIMENSIONAL DATABASE; MULTIDIMENSIONALITY; ON-LINE ANALYTICAL PROCESSING; PARALLEL COMPUTATION; SCHEDULING OPTIMIZATION;

GEOMETRY;

EID: 85001874749     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/294260.294269     Document Type: Conference Paper

References (12)

1. I. Bhandari. Attribute Focusing: Data mining for the layman. Technical Report RC 20136, IBM T.J. Watson Research Center, 1995.
2. U.M. Fayyad, G. Piatesky-Shapiro, P. Smyth, and R. Uthurusamy. Advances in data mining and knowledge discovery. MIT Press, 1994.
3. J. Gray, A. Bosworth, A. Layman, and H. Pirahesh. Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals. In Proc. 12th International Conference on Data Engineering, 1996.
4. S. Goil and A. Choudhary. High performance olap and data mining on parallel computers. Journal of Data Mining and Knowledge Discovery, 1(4), 1997.
5. S. Goil and A. Choudhary. Sparse data storage schemes for multi-dimensional data for OLAP and data mining. Technical Report CPDC-9801-005, Northwestern University, December 1997.
6. J. Han, Y. Cai, and N. Cercone. Data-driven discovery of quantitative rules in relational databases. IEEE Trans. on Knowledge and Data Engineering, 5(1), February 1993.
7. th VLDB Conference, Zurich, 1995.
8. V. Harinarayan, A. Rajaraman, and J.D. Ullman. Implementing data cubes efficiently. In Proc. SIGMOD International Conference on Management of Data, 1996.
9. M. Kamber, J. Han, and J. Y. Chiang. Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes. In Proceeding of the 3rd International Conference on Knowledge Discovery and Data Mining, Newport Beach, August 1997.
10. W. Lehner and W. Sporer. On the design and implementation of the multidimensional cube-store storage manager. In 15th IEEE Symposium on Mass Storage Systems (MSS'98), March 1998.
11. Kenan Software. An introduction to multi-dimensional database technology. In http://www.kenan.com/acumate/mddb.htm, 1997.
12. Y. Zhao, P. Deshpande, and J. Naughton. An array-based algorithm for simultaneous multi-dimensional aggregates. In Proc. ACM-SIGMOD International Conference on Management of Data, pages 159-170, 1997.