Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries
Summary: Decouples Spark client and engine via Spark Connect, enabling versionless Spark and upgrades with zero code changes. Proposes automatic workload pinning and regression detection via retries to remediate failures, keeping workloads always-on. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Justin Breese
- 2. Vijayan Prabhakaran
- 3. Martin Grund
- 4. Stefania Leone
- 5. Amit Shukla
- 6. Michael Armbrust
- 7. Reynold Xin
- 8. Matei Zaharia
- 9. Lennart Kats
- 10. Sung Chiu
- 11. Tatiana Romanova
- 12. Philip Nord
- 13. Mitchell Webster
- 14. Chris Munson
- 15. Bo Pang
- 16. David Ma
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061639801 |
| 7,059 | Adaptive and Robust Query Execution for Lakehouses at Scale | 2024 | VLDB | 4.8477825e-05 |
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