Split Query Processing in Polybase
Summary: Polybase uses split query processing to push SQL operators on HDFS data into MapReduce jobs on Hadoop via PDW optimizer. A cost-based planner weighs selectivity, sizes, and co-location to decide pushdown; SQL–Java semantics must be reconciled. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. David J. DeWitt (Microsoft)
- 2. Alan Halverson (Microsoft)
- 3. Rimma Nehme (Microsoft)
- 4. Srinath Shankar (Microsoft)
- 5. Josep Aguilar-Saborit (Microsoft)
- 6. Artin Avanes (Microsoft)
- 7. Miro Flasza (Microsoft)
- 8. Jim Gramling (Microsoft)
BibTeX Citation
@inproceedings{dewitt_sigmod13,
title = {{Split Query Processing in Polybase}},
author = {DeWitt, David J. and Halverson, Alan and Nehme, Rimma and Shankar, Srinath and Aguilar-Saborit, Josep and Avanes, Artin and Flasza, Miro and Gramling, Jim},
series = {{SIGMOD} '13},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2463676.2463709},
url = {https://dl.acm.org/doi/10.1145/2463676.2463709},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 21 of 21 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 754 | Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs | 2011 | VLDB | 0.00014231311 |
| 2,089 | Query Optimization in Microsoft SQL Server PDW | 2012 | SIGMOD | 9.0635188e-05 |
| 2,176 | Efficient Processing of Data Warehousing Queries in a Split Execution Environment | 2011 | SIGMOD | 8.9150466e-05 |
| 3,824 | Integrating Hadoop and Parallel DBMS | 2010 | SIGMOD | 6.9996014e-05 |
| 6,424 | A Hadoop Based Distributed Loading Approach to Parallel Data Warehouses | 2011 | SIGMOD | 5.7873769e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,191 | Integration of Large-Scale Data Processing Systems and Traditional Parallel Database Technology | 2019 | VLDB |
| 2 | 5,891 | Unified Query Optimization in the Fabric Data Warehouse | 2024 | SIGMOD |
| 3 | 10,144 | How to Optimize SQL Queries? A Comparison Between Split, Holistic, and Hybrid Approaches | 2025 | VLDB |
| 4 | 1,884 | Automated Partitioning Design in Parallel Database Systems | 2011 | SIGMOD |
| 5 | 1,885 | SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures | 2014 | VLDB |
| 6 | 120 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB |
| 7 | 4,069 | Dynamically Optimizing Queries over Large Scale Data Platforms | 2014 | SIGMOD |
| 8 | 8,177 | Indexing HDFS Data in PDW: Splitting the data from the index | 2014 | VLDB |
| 9 | 2,089 | Query Optimization in Microsoft SQL Server PDW | 2012 | SIGMOD |
| 10 | 2,176 | Efficient Processing of Data Warehousing Queries in a Split Execution Environment | 2011 | SIGMOD |