REEF: Retainable Evaluator Execution Framework
Summary: REEF provides retainable resource lifetimes atop YARN for fault-tolerant runtimes across MapReduce, iterative ML, and queries, enabling cross-job caches. It enables composable operators, checkpointing-driven elasticity, and JVM/.NET interoperability via Tang and Wake. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Byung-Gon Chun
- 2. Chris Douglas
- 3. Shravan Narayanamurthy
- 4. Josh Rosen
- 5. Tyson Condie
- 6. Sergiy Matusevych
- 7. Raghu Ramakrishnan
- 8. Russell Sears
- 9. Carlo Curino
- 10. Brandon Myers
- 11. Sriram Rao
- 12. Markus Weimer
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,097 | Trill: A High-Performance Incremental Query Processor for Diverse Analytics | 2015 | VLDB | 0.00014083973 |
| 4,186 | Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications | 2015 | SIGMOD | 6.3701959e-05 |
| 4,807 | Resource Elasticity for Large-Scale Machine Learning | 2015 | SIGMOD | 5.9045148e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,186 | Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications | 2015 | SIGMOD | 6.3701959e-05 |
| 2,211 | ReStore: Reusing Results of MapReduce Jobs | 2012 | VLDB | 9.2823037e-05 |
| 9,504 | IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows | 2015 | SIGMOD | 4.3300131e-05 |
| 1,048 | Starfish: A Self-tuning System for Big Data Analytics | 2011 | CIDR | 0.00014442178 |
| 1,751 | Weld: A Common Runtime for High Performance Data Analytics | 2017 | CIDR | 0.00010673874 |
| 11,942 | SAASFEE: Scalable Scientific Workflow Execution Engine | 2015 | VLDB | 4.1905499e-05 |
| 9,270 | Redoop Infrastructure for Recurring Big Data Queries | 2014 | VLDB | 4.362604e-05 |
| 9,809 | Rheem: Enabling Multi-Platform Task Execution | 2016 | SIGMOD | 4.2744056e-05 |
| 13,500 | RAFT at Work: Speeding-Up MapReduce Applications under Task and Node Failures | 2011 | SIGMOD | - |
| 6,120 | REEF: Retainable Evaluator Execution Framework | 2015 | SIGMOD | 5.199013e-05 |