Data Mining on an OLTP System (Nearly) for Free
Summary: Disk-scheduler-aware co-scheduling of data mining with OLTP via on-disk processing; DM reads piggyback on disk head passes. Yields ~1/3 of sequential bandwidth for DM with negligible OLTP impact at high load, enabling production OLTP to host mining without a second system, especially with Active Disk. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Erik Riedel
- 2. Christos Faloutsos
- 3. Gregory R. Ganger
- 4. David F. Nagle
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,481 | Adaptive, Hands-Off Stream Mining | 2003 | VLDB | 5.4843702e-05 |
| 9,442 | Lachesis: Robust Database Storage Management Based on Device-specific Performance Characteristics | 2003 | VLDB | 4.3410889e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 341 | CURE: An Efficient Clustering Algorithm for Large Databases | 1998 | SIGMOD | 0.00026810548 |
| 1,978 | Managing Memory to Meet Multiclass Workload Response Time Goals | 1993 | VLDB | 9.8808322e-05 |
| 2,089 | Active Storage For Large-Scale Data Mining and Multimedia | 1998 | VLDB | 9.5657612e-05 |
| 6,805 | Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining | 1998 | VLDB | 4.9222308e-05 |
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