Data Mining with the SAP NetWeaver BI Accelerator
Summary: SAP NetWeaver BI accelerator: in-memory OLAP for large data, with runtime aggregation to cut materialized-view costs. Shows data mining on the same data/indices, with distributed BUC iceberg cubing for online association rules, sub-60s on unpreprocessed data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Thomas Legler
- 2. Wolfgang Lehner
- 3. Andrew Ross
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 858 | Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth | 2012 | SIGMOD | 0.000158756 |
| 4,282 | Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement | 2015 | VLDB | 6.293052e-05 |
| 8,147 | A Comparison of Flexible Schemas for Software as a Service | 2009 | SIGMOD | 4.5754849e-05 |
| 12,347 | Robust and Distributed Top-N Frequent-Pattern Mining With SAP BW Accelerator | 2009 | VLDB | 4.1945683e-05 |
| 12,409 | Dwarfs in the Rearview Mirror: How Big are they Really? | 2008 | VLDB | 4.1945683e-05 |
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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 |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 21 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00086087497 |
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076161096 |
| 181 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00036992674 |
| 472 | Bottom-Up Computation of Sparse and Iceberg CUBEs | 1999 | SIGMOD | 0.00022346384 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 1,433 | Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results | 1994 | SIGMOD | 0.00012009649 |
| 4,258 | Online Association Rule Mining | 1999 | SIGMOD | 6.3148619e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,191 | Fast Computation of Sparse Datacubes | 1997 | VLDB | 0.00013434201 |
| 597 | Computing Iceberg Queries Efficiently | 1998 | VLDB | 0.00019475592 |
| 5,079 | Combi-Operator – Database Support for Data Mining Applications | 2003 | VLDB | 5.7140516e-05 |
| 4,175 | Scalable Parallel Data Mining for Association Rules | 1997 | SIGMOD | 6.3851209e-05 |
| 1,955 | Efficient Computation of Iceberg Cubes with Complex Measures | 2001 | SIGMOD | 9.9629452e-05 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 904 | Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications | 1998 | SIGMOD | 0.00015469655 |
| 13,513 | Database Systems Research on Data Mining | 2010 | SIGMOD | - |
| 13,806 | Query Processing Concepts and Techniques to Support Business Intelligence Applications | 2002 | VLDB | - |
| 12,347 | Robust and Distributed Top-N Frequent-Pattern Mining With SAP BW Accelerator | 2009 | VLDB | 4.1945683e-05 |