One-pass Data Mining Algorithms in a DBMS with UDFs

Summary: One-pass data mining inside a DBMS using SQL + UDFs; shows SQL-based mining can beat external tools. UDF-driven algorithms process data in a single pass with linear scalability, delivering significantly faster analysis of large datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4475
Venue: SIGMOD
Year: 2011
Pagerank: 4.3218691e-05
Overall Rank: 9,585 | 33.32%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Carlos Ordonez
2. Sasi K. Pitchaimalai

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,532	Data Management in Machine Learning: Challenges, Techniques, and Systems	2017	SIGMOD	0.00011472681

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
8,466	Building Statistical Models and Scoring with UDFs	2007	SIGMOD	4.5050696e-05

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