ATLAS: a Small but Complete SQL Extension for Data Mining and Data Streams
Summary: ATLAS is a small but complete SQL extension enabling user-defined aggregates and table functions entirely in SQL, making SQL Turing-complete for data mining and streams. It adds online aggregates (initialize/iterate/terminate in one SQL procedure), stream management, and SQL-based rewrite/optimization, with 20–40% overhead vs C/C++. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Haixun Wang
- 2. Carlo Zaniolo
- 3. Chang Richard Luo
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,532 | Data Management in Machine Learning: Challenges, Techniques, and Systems | 2017 | SIGMOD | 0.00011472681 |
| 3,378 | General Incremental Sliding-Window Aggregation | 2015 | VLDB | 7.1622572e-05 |
| 5,117 | Sampling Algorithms in a Stream Operator | 2005 | SIGMOD | 5.6825418e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010801504 |
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072723062 |
| 9,288 | Using SQL to Build New Aggregates and Extenders for Object-Relational Systems | 2000 | VLDB | 4.3622826e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,316 | Fast and Dynamic OLAP Exploration Using UDFs | 2009 | SIGMOD | 4.1945683e-05 |
| 12,118 | Dynamic Optimization of Generalized SQL Queries with Horizontal Aggregations | 2012 | SIGMOD | 4.1945683e-05 |
| 13,513 | Database Systems Research on Data Mining | 2010 | SIGMOD | - |
| 194 | Query Processing, Resource Management, and Approximation in a Data Stream Management System | 2003 | CIDR | 0.00035426067 |
| 5,284 | Query Languages and Data Models for Database Sequences and Data Streams | 2004 | VLDB | 5.584855e-05 |
| 9,585 | One-pass Data Mining Algorithms in a DBMS with UDFs | 2011 | SIGMOD | 4.3218691e-05 |
| 5,079 | Combi-Operator – Database Support for Data Mining Applications | 2003 | VLDB | 5.7140516e-05 |
| 9,288 | Using SQL to Build New Aggregates and Extenders for Object-Relational Systems | 2000 | VLDB | 4.3622826e-05 |
| 12,084 | Fast Cartography for Data Explorers | 2013 | VLDB | 4.1945683e-05 |
| 12,543 | A Native Extension of SQL for Mining Data Streams | 2005 | SIGMOD | 4.1945683e-05 |