Massively Parallel Data Analysis with PACTs on Nephele
Summary: Presents Nephele/PACTs—a model where Parallelization Contracts decouple programming from execution; Input/Output Contracts guide analytics. Compiler emits DAGs from PACTs; runtime provides fault-tolerant execution with annotations and monitoring. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Alexander Alexandrov
- 2. Max Heimel
- 3. Volker Markl
- 4. Dominic Battré
- 5. Fabian Hueske
- 6. Erik Nijkamp
- 7. Stephan Ewen
- 8. Odej Kao
- 9. Daniel Warneke
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,376 | Versatile Optimization of UDF-heavy Data Flows with Sofa | 2014 | SIGMOD | 4.347376e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1 | Access Path Selection in a Relational Database Management System | 1979 | SIGMOD | 0.0040449103 |
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