UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics
Summary: UDA-GIST unifies data-parallel UDAs with a General Iterative State Transition operator inside a DBMS. GIST iterates transitions on a large state produced by a UDA until convergence, with a final UDA for post-processing; demonstrates substantial gains on cross-document coreference and image denoising. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kun Li
- 2. Daisy Zhe Wang
- 3. Alin Dobra
- 4. Christopher Dudley
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,557 | Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches | 2021 | VLDB | 6.087611e-05 |
| 6,013 | ArchimedesOne: Query Processing over Probabilistic Knowledge Bases | 2016 | VLDB | 5.2415551e-05 |
| 8,444 | Not Black-Box Anymore! Enabling Analytics-Aware Optimizations in Teradata Vantage | 2021 | VLDB | 4.5118994e-05 |
| 8,968 | Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases | 2016 | SIGMOD | 4.4190464e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 37 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.0007522744 |
| 140 | The MADlib Analytics Library or MAD Skills, the SQL | 2012 | VLDB | 0.00042270404 |
| 168 | MAD Skills: New Analysis Practices for Big Data | 2009 | VLDB | 0.00038946305 |
| 1,014 | Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS | 2011 | VLDB | 0.00014640258 |
| 1,299 | The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses | 2010 | SIGMOD | 0.00012751522 |
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