Data Mining with the SAP NetWeaver BI Accelerator

Summary: Repurposes SAP NetWeaver’s in-memory OLAP accelerator and compact indexes for mining directly over large, unpreprocessed business repositories. A distributed BUC-based association-rule implementation enables online mining with reported response times under 60 seconds. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 9573
Venue: VLDB
Year: 2006
Pagerank: 6.0061791e-05
Overall Rank: 6,017 | 58.72%
DOI: 10.14778/1164135.1164254

Incoming Non-self Citations Over Time

Authors

1. Thomas Legler (Technical University of Dresden)
2. Wolfgang Lehner (Technical University of Dresden)
3. Andrew Ross (Systems, Applications, and Products in Data Processing AG)

BibTeX Citation

@article{legler_vldb06,
        title = {{Data Mining with the SAP NetWeaver BI Accelerator}},
        author = {Legler, Thomas and Lehner, Wolfgang and Ross, Andrew},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {1059--1068},
        doi = {10.14778/1164135.1164254},
        url = {https://doi.org/10.14778/1164135.1164254},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
575	Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth	2012	SIGMOD	0.00016257033
4,001	Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement	2015	VLDB	6.9663191e-05
8,186	A Comparison of Flexible Schemas for Software as a Service	2009	SIGMOD	5.4705133e-05
12,541	Robust and Distributed Top-N Frequent-Pattern Mining With SAP BW Accelerator	2009	VLDB	5.093636e-05
12,603	Dwarfs in the Rearview Mirror: How Big are they Really?	2008	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
12	C-Store: A Column-oriented DBMS	2005	VLDB	0.00069513174
13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD	0.0006567919
27	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00052255472
161	Mining Frequent Patterns without Candidate Generation	2000	SIGMOD	0.00027981772
393	Bottom-Up Computation of Sparse and Iceberg CUBEs	1999	SIGMOD	0.0001934104
558	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00016530269
1,603	Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results	1994	SIGMOD	0.00010236342
4,354	Online Association Rule Mining	1999	SIGMOD	6.7479905e-05

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4	4,640	Scalable Parallel Data Mining for Association Rules	1997	SIGMOD
5	1,825	Efficient Computation of Iceberg Cubes with Complex Measures	2001	SIGMOD
6	558	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB
7	980	Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications	1998	SIGMOD
8	13,712	Database Systems Research on Data Mining	2010	SIGMOD
9	14,007	Query Processing Concepts and Techniques to Support Business Intelligence Applications	2002	VLDB
10	12,541	Robust and Distributed Top-N Frequent-Pattern Mining With SAP BW Accelerator	2009	VLDB