Stage: Query Execution Time Prediction in Amazon Redshift

Author:

Wu Ziniu1ORCID,Marcus Ryan2ORCID,Liu Zhengchun3ORCID,Negi Parimarjan1ORCID,Nathan Vikram4ORCID,Pfeil Pascal5ORCID,Saxena Gaurav6ORCID,Rahman Mohammad6ORCID,Narayanaswamy Balakrishnan3ORCID,Kraska Tim7ORCID

Affiliation:

1. Massachusetts Institute of Technology, Cambridge, USA

2. University of Pennsylvania, Philadelphia, USA

3. Amazon Web Services, Santa Clara, USA

4. Amazon Web Services, Boston, USA

5. Amazon Web Services, Munich, Germany

6. Amazon Web Services, East Palo Alto, USA

7. Massachusetts Institute of Technology & Amazon Web Services, Cambridge, USA

Publisher

ACM

Reference69 articles.

1. Mert Akdere, Ugur Çetintemel, Matteo Riondato, Eli Upfal, and Stanley B. Zdonik. 2012. Learning-based Query Performance Modeling and Prediction. In IEEE 28th International Conference on Data Engineering (ICDE 2012), Washington, DC, USA (Arlington, Virginia), 1--5 April, 2012, Anastasios Kementsietsidis and Marcos Antonio Vaz Salles (Eds.). IEEE Computer Society, 390--401. https://doi.org/10. 1109/ICDE.2012.64

2. Automatic Database Management System Tuning Through Large-scale Machine Learning

3. Enhancing one-class support vector machines for unsupervised anomaly detection

4. Bahareh Sadat Arab and Boris Glavic. 2017. Answering Historical What-if Queries with Provenance, Reenactment, and Symbolic Execution. In 9th USENIXWorkshop on the Theory and Practice of Provenance, TaPP 2017, Seattle, WA, USA, June 23, 2017, Adam Bates and Bill Howe (Eds.). USENIX Association. https://www. usenix.org/conference/tapp17/workshop-program/presentation/arab

5. Amazon Redshift Re-invented

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