The MADlib Analytics Library or MAD Skills, the SQL

Summary: MADlib: open in-database analytics library for SQL-based ML, data mining, and statistics; scalable inside a DBMS, no data export. Architecture, patterns; Greenplum performance; CRAN-like, community-driven repository for scalable statistics across DBMS. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10408
Venue: VLDB
Year: 2012
Pagerank: 0.00042270404
Overall Rank: 140 | 99.03%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 103 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,288	To UDFs and Beyond: Demonstration of a Fully Decomposed Data Processor for General Data Wrangling Tasks	2023	VLDB	4.1945683e-05
11,330	Lower Bounds for Sparse Oblivious Subspace Embeddings	2022	PODS	4.1945683e-05
11,859	dmapply: A functional primitive to express distributed machine learning algorithms in R	2016	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
4	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0019005923
42	A Comparison of Approaches to Large-Scale Data Analysis	2009	SIGMOD	0.00073498298
168	MAD Skills: New Analysis Practices for Big Data	2009	VLDB	0.00038946305
658	Towards a Unified Architecture for in-RDBMS Analytics	2012	SIGMOD	0.00018506577
1,372	SQLEM: Fast Clustering in SQL using the EM Algorithm	2000	SIGMOD	0.00012318334
4,387	Hybrid In-Database Inference for Declarative Information Extraction	2011	SIGMOD	6.2320072e-05
4,983	Querying Probabilistic Information Extraction	2010	VLDB	5.7870787e-05

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3,958	MLog: Towards Declarative In-Database Machine Learning	2017	VLDB	6.5897636e-05
42	A Comparison of Approaches to Large-Scale Data Analysis	2009	SIGMOD	0.00073498298
11,690	Integration of Large-Scale Data Processing Systems and Traditional Parallel Database Technology	2019	VLDB	4.1945683e-05
4,557	Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches	2021	VLDB	6.087611e-05
157	HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads	2009	VLDB	0.00040397359
658	Towards a Unified Architecture for in-RDBMS Analytics	2012	SIGMOD	0.00018506577
3,948	A Comparative Evaluation of Systems for Scalable Linear Algebra-based Analytics	2018	VLDB	6.5959084e-05
168	MAD Skills: New Analysis Practices for Big Data	2009	VLDB	0.00038946305