Tenzing: A SQL Implementation On The MapReduce Framework
Summary: Tenzing provides mostly complete SQL over MapReduce, integrating metadata awareness, columnar and structured-data support, extensibility, and low-latency scalable analytics. Google production results show 1.5 PB scale and 10K+ daily queries. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Biswapesh Chattopadhyay (Google)
- 2. Liang Lin (Google)
- 3. Weiran Liu (Google)
- 4. Sagar Mittal (Google)
- 5. Prathyusha Aragonda (Google)
- 6. Vera Lychagina (Google)
- 7. Younghee Kwon (Google)
- 8. Michael Wong (Google)
BibTeX Citation
@article{chattopadhyay_vldb11,
title = {{Tenzing: A SQL Implementation On The MapReduce Framework}},
author = {Chattopadhyay, Biswapesh and Lin, Liang and Liu, Weiran and Mittal, Sagar and Aragonda, Prathyusha and Lychagina, Vera and Kwon, Younghee and Wong, Michael},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {12},
pages = {1318--1329},
doi = {10.14778/3402755.3402765},
url = {https://doi.org/10.14778/3402755.3402765},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 23 of 23 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0010494385 |
| 30 | SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets | 2008 | VLDB | 0.00050364918 |
| 31 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00049707539 |
| 49 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.00043085722 |
| 76 | Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters | 2007 | SIGMOD | 0.00036932687 |
| 120 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00031017868 |
| 799 | A Comparison of Join Algorithms for Log Processing in MapReduce | 2010 | SIGMOD | 0.00013839554 |
| 1,289 | SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions | 2009 | VLDB | 0.0001116552 |
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