Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries

Authors

• 1. Justin Breese (Databricks)
• 2. Vijayan Prabhakaran (Databricks)
• 3. Martin Grund (Databricks)
• 4. Stefania Leone (Databricks)
• 5. Amit Shukla (Databricks)
• 6. Michael Armbrust (Databricks)
• 7. Reynold Xin (Databricks)
• 8. Matei Zaharia (Databricks)
• 9. Lennart Kats (Databricks)
• 10. Sung Chiu (Databricks)
• 11. Tatiana Romanova (Databricks)
• 12. Philip Nord (Databricks)
• 13. Mitchell Webster (Databricks)
• 14. Chris Munson (Databricks)
• 15. Bo Pang (Databricks)
• 16. David Ma (Databricks)

@inproceedings{breese_sigmod25,
        title = {{Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries}},
        author = {Breese, Justin and Prabhakaran, Vijayan and Grund, Martin and Leone, Stefania and Shukla, Amit and Armbrust, Michael and Xin, Reynold and Zaharia, Matei and Kats, Lennart and Chiu, Sung and Romanova, Tatiana and Nord, Philip and Webster, Mitchell and Munson, Chris and Pang, Bo and Ma, David},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3722212.3725084},
        url = {https://dl.acm.org/doi/10.1145/3722212.3725084},
        year = {2025}
}

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