MAD Skills: New Analysis Practices for Big Data
Summary: MAD: Magnetic, Agile, Deep data analysis marks a radical shift from EDW/BI for big data. It presents data-parallel density methods and SQL/MapReduce-enabled workflows on Greenplum to enable agile analytics for advertising networks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jeffrey Cohen
- 2. Brian Dolan
- 3. Mark Dunlap
- 4. Joseph M. Hellerstein
- 5. Caleb Welton
Incoming Citations (Sorted by Pagerank)
Showing 3 of 53 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,986 | Interval Disaggregate: A New Operator for Business Planning | 2014 | VLDB | 4.1945683e-05 |
| 12,107 | Approximate Computation and Implicit Regularization for Very Large-scale Data Analysis | 2012 | PODS | 4.1945683e-05 |
| 12,203 | Resiliency-Aware Data Management | 2011 | VLDB | 4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 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 |
| 21 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00086087497 |
| 113 | Encapsulation of Parallelism in the Volcano Query Processing System | 1990 | SIGMOD | 0.00046764513 |
| 346 | Don't Scrap It, Wrap It! A Wrapper Architecture for Legacy Data Sources | 1997 | VLDB | 0.00026656272 |
| 711 | A Case for A Collaborative Query Management System | 2009 | CIDR | 0.00017751589 |
| 821 | Designing And Mining Multi-Terabyte Astronomy Archives: The Sloan Digital Sky Survey | 2000 | SIGMOD | 0.00016272349 |
| 928 | Requirements for Science Data Bases and SciDB | 2009 | CIDR | 0.00015247726 |
| 1,076 | RIOT: I/O-Efficient Numerical Computing without SQL | 2009 | CIDR | 0.00014248449 |
| 2,695 | ZOO: A Desktop Experiment Management Environment | 1996 | VLDB | 8.2832102e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,476 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD | 8.6960139e-05 |
| 3,517 | Integrating Hadoop and Parallel DBMS | 2010 | SIGMOD | 7.0199423e-05 |
| 2,337 | Efficient Processing of Data Warehousing Queries in a Split Execution Environment | 2011 | SIGMOD | 9.0098186e-05 |
| 4,857 | The "Big Data" Ecosystem at LinkedIn | 2013 | SIGMOD | 5.8736144e-05 |
| 4,368 | Evolving Databases for New-Gen Big Data Applications | 2017 | CIDR | 6.2491345e-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 |
| 7,866 | Operational Analytics Data Management Systems | 2016 | VLDB | 4.6321795e-05 |
| 157 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00040397359 |
| 140 | The MADlib Analytics Library or MAD Skills, the SQL | 2012 | VLDB | 0.00042270404 |