Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce

Summary: Cheetah is a high-performance data warehouse on MapReduce/Hadoop. Virtual view over star/snowflake schemas enables a SQL-like language and an optimization stack with ~1 GB/s per node and seamless MapReduce integration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10220
Venue: VLDB
Year: 2010
Pagerank: 9.7470504e-05
Overall Rank: 1,791 | 87.72%
DOI: 10.14778/1920841.1921023

Incoming Non-self Citations Over Time

Authors

1. Songting Chen (Turn Inc.)

BibTeX Citation

@article{chen_vldb10,
        title = {{Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce}},
        author = {Chen, Songting},
        journal = {PVLDB},
        series = {{VLDB} '10},
        volume = {3},
        number = {2},
        pages = {1459--1468},
        doi = {10.14778/1920841.1921023},
        url = {https://doi.org/10.14778/1920841.1921023},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
425	Shark: SQL and Rich Analytics at Scale	2013	SIGMOD	0.00018704491
2,159	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD	9.061086e-05
2,539	Minimal MapReduce Algorithms	2013	SIGMOD	8.4526595e-05
2,642	CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop	2011	VLDB	8.3059948e-05
2,849	Column-Oriented Storage Techniques for MapReduce	2011	VLDB	8.053191e-05
5,156	Only Aggressive Elephants are Fast Elephants	2012	VLDB	6.3410921e-05
5,395	AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data	2015	VLDB	6.2331619e-05
6,044	Exploiting Soft and Hard Correlations in Big Data Query Optimization	2016	VLDB	5.995949e-05
6,312	A Hadoop Based Distributed Loading Approach to Parallel Data Warehouses	2011	SIGMOD	5.9170938e-05
6,640	Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters	2013	VLDB	5.8162526e-05
7,238	Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data	2016	VLDB	5.664642e-05
8,276	CARTILAGE: Adding Flexibility to the Hadoop Skeleton	2013	SIGMOD	5.4574671e-05
8,455	Piranha: Optimizing Short Jobs in Hadoop	2013	VLDB	5.4226e-05
9,081	Gobblin: Unifying Data Ingestion for Hadoop	2015	VLDB	5.3251649e-05
9,594	Overview of Turn Data Management Platform for Digital Advertising	2013	VLDB	5.2509871e-05
10,690	Dynamic Pruning for Recursive Joins	2025	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
32	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00050111008
49	Weaving Relations for Cache Performance	2001	VLDB	0.00043781096
60	Integrating Compression and Execution in Column-Oriented Database Systems	2006	SIGMOD	0.0003955489
72	Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters	2007	SIGMOD	0.00037695852
120	HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads	2009	VLDB	0.00031680027
345	Column-Stores vs. Row-Stores: How Different Are They Really?	2008	SIGMOD	0.00020656723
642	Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience	2009	VLDB	0.00015395331
769	A Comparison of Join Algorithms for Log Processing in MapReduce	2010	SIGMOD	0.00014166872
1,354	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD	0.00011057534
1,748	How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations	2006	VLDB	9.8480684e-05
3,174	On the Correctness Criteria of Fine-Grained Access Control in Relational Databases	2007	VLDB	7.6663399e-05

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1	1,436	The Performance of MapReduce: An In-depth Study	2010	VLDB
2	6,281	Peta-Scale Data Warehousing at Yahoo!	2009	SIGMOD
3	3,163	Multi-Query Optimization in MapReduce Framework	2014	VLDB
4	2,159	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD
5	2,265	A Platform for Scalable One-Pass Analytics using MapReduce	2011	SIGMOD
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7	660	Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing)	2010	VLDB
8	32	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB
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