Declarative Recursive Computation on an RDBMS

Summary: Adds recursion, better plan optimization, and scalable execution to a modern RDBMS to support distributed learning tasks. Demonstrates DBMS-as-ML as a platform with scalable, partitioned computation across large models beyond RAM. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12008
Venue: VLDB
Year: 2019
Pagerank: 6.2044305e-05
Overall Rank: 4,406 | 69.38%
DOI: 10.14778/3317315.3317323

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,942	SliceLine: Fast, Linear-Algebra-based Slice Finding for ML Model Debugging	2021	SIGMOD	0.00010010569
4,548	Efficient and Portable Einstein Summation in SQL	2023	SIGMOD	6.089487e-05
7,459	Lachesis: Automatic Partitioning for UDF-Centric Analytics	2021	VLDB	4.7199075e-05
7,702	ExDRa: Exploratory Data Science on Federated Raw Data	2021	SIGMOD	4.6689015e-05
8,366	Expressive Power of Linear Algebra Query Languages	2021	PODS	4.5304915e-05
10,122	TranSQL+: Serving Large Language Models with SQL on Low-Resource Hardware	2026	SIGMOD	4.1905499e-05
10,508	Privacy and Accuracy-Aware AI/ML Model Deduplication	2025	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061707583
221	Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans	1998	SIGMOD	0.00033182072
330	An Architecture for Parallel Topic Models	2010	VLDB	0.00027271063
419	Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems	2015	SIGMOD	0.00023720294
454	An Overview of Query Optimization in Relational Systems	1998	PODS	0.00022796106
1,165	Simulation of Database-Valued Markov Chains Using SimSQL	2013	SIGMOD	0.00013567206

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