In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine
Summary: In-database distributed machine learning demonstrated inside Teradata SQL Engine. Interactive Python/Jupyter APIs enable training of linear regression and neural networks directly in the DB, avoiding data movement and enabling scalable, in-database ML. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,795 | Towards Demystifying Serverless Machine Learning Training | 2021 | SIGMOD | 8.1135606e-05 |
| 5,730 | BAGUA: Scaling up Distributed Learning with System Relaxations | 2022 | VLDB | 5.3476346e-05 |
| 11,001 | Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems | 2024 | VLDB | 4.1905499e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 2,941 | Operating System Extensions for the Teradata Parallel VLDB | 2001 | VLDB | 7.848008e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,652 | Machine Learning for Cloud Data Systems: the Progress so far and the Path Forward | 2021 | VLDB | 4.6831938e-05 |
| 3,961 | MLog: Towards Declarative In-Database Machine Learning | 2017 | VLDB | 6.5824022e-05 |
| 13,146 | Accelerating Tabular Inference: Training Data Generation with TENET | 2025 | VLDB | - |
| 11,681 | doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases | 2019 | VLDB | 4.1905499e-05 |
| 4,406 | Declarative Recursive Computation on an RDBMS | 2019 | VLDB | 6.2044305e-05 |
| 9,441 | Transforming ML Predictive Pipelines into SQL with MASQ | 2021 | SIGMOD | 4.3389137e-05 |
| 11,284 | Demonstration of OpenDBML, a Framework for Democratizing In-Database Machine Learning | 2023 | VLDB | 4.1905499e-05 |
| 9,694 | Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem | 2022 | VLDB | 4.2984337e-05 |
| 2,660 | Vertica-ML: Distributed Machine Learning in Vertica Database | 2020 | SIGMOD | 8.3614044e-05 |
| 4,913 | Machine Learning for Big Data | 2013 | SIGMOD | 5.8320287e-05 |