Query Optimization in Microsoft SQL Server PDW
Summary: Introduces the PDW QO, a cost-based distributed optimizer for MPP SQL Server PDW. Leverages existing QO tech via metadata abstraction to explore a rich space of distributed plans with a dedicated cost model, instead of naive parallelization of a serial plan. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Srinath Shankar (Microsoft)
- 2. Rimma Nehme (Microsoft)
- 3. Josep Aguilar-Saborit (Microsoft)
- 4. Andrew Chung (Microsoft)
- 5. Mostafa Elhemali (Microsoft)
- 6. Alan Halverson (Microsoft)
- 7. Eric Robinson (Microsoft)
- 8. Mahadevan Sankara Subramanian (Microsoft)
- 9. David DeWitt (Microsoft)
- 10. César Galindo-Legaria (Microsoft)
BibTeX Citation
@inproceedings{shankar_sigmod12,
title = {{Query Optimization in Microsoft SQL Server PDW}},
author = {Shankar, Srinath and Nehme, Rimma and Aguilar-Saborit, Josep and Chung, Andrew and Elhemali, Mostafa and Halverson, Alan and Robinson, Eric and Subramanian, Mahadevan Sankara and DeWitt, David and Galindo-Legaria, César},
series = {{SIGMOD} '12},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2213836.2213953},
url = {https://dl.acm.org/doi/10.1145/2213836.2213953},
year = {2012}
}
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,604 | The Picasso Database Query Optimizer Visualizer | 2010 | VLDB | 0.00010230973 |
| 1,852 | Automated Partitioning Design in Parallel Database Systems | 2011 | SIGMOD | 9.6134443e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,726 | Parallelizing Query Optimization | 2008 | VLDB |
| 2 | 8,064 | Progressive Optimization in a Shared-Nothing Parallel Database | 2007 | SIGMOD |
| 3 | 7,090 | Optimizing Queries over Partitioned Tables in MPP Systems | 2014 | SIGMOD |
| 4 | 9,446 | Parallelizing Query Optimization on Shared-Nothing Architectures | 2016 | VLDB |
| 5 | 6,026 | Parallelizing Extensible Query Optimizers | 2009 | SIGMOD |
| 6 | 434 | Query Optimization for Parallel Execution | 1992 | SIGMOD |
| 7 | 2,597 | The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database | 2016 | VLDB |
| 8 | 1,852 | Automated Partitioning Design in Parallel Database Systems | 2011 | SIGMOD |
| 9 | 5,281 | Leveraging Re-costing for Online Optimization of Parameterized Queries with Guarantees | 2017 | SIGMOD |
| 10 | 7,055 | Unified Query Optimization in the Fabric Data Warehouse | 2024 | SIGMOD |