REEF: Retainable Evaluator Execution Framework
Summary: REEF provides a control-plane over resource managers to orchestrate execution. Focus on resource re-use, caching, and state management to enable elastic data workflows; demonstrated by ML, a shell, CORFU port, and Azure Stream Analytics. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Markus Weimer
- 2. Yingda Chen
- 3. Byung-Gon Chun
- 4. Tyson Condie
- 5. Carlo Curino
- 6. Chris Douglas
- 7. Yunseong Lee
- 8. Tony Majestro
- 9. Dahlia Malkhi
- 10. Sergiy Matusevych
- 11. Brandon Myers
- 12. Shravan Narayanamurthy
- 13. Raghu Ramakrishnan
- 14. Sriram Rao
- 15. Russell Sears
- 16. Beysim Sezgin
- 17. Julia Wang
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 557 | SystemML: Declarative Machine Learning on Spark | 2016 | VLDB | 0.00020197988 |
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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 |
|---|---|---|---|---|
| 3 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0024183614 |
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019005923 |
| 70 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00059533166 |
| 1,310 | Consistency Analysis in Bloom: a CALM and Collected Approach | 2011 | CIDR | 0.00012658593 |
| 4,188 | Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications | 2015 | SIGMOD | 6.3753681e-05 |
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