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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
10030
Venue
VLDB
Year
2010
Pagerank
0.0001000706
Overall Rank
1,945 | 86.49%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
539 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020615453
2,340 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 9.001663e-05
2,441 CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop 2011 VLDB 8.8106295e-05
2,714 Minimal MapReduce Algorithms 2013 SIGMOD 8.2426646e-05
3,193 Column-Oriented Storage Techniques for MapReduce 2011 VLDB 7.4073719e-05
5,110 Only Aggressive Elephants are Fast Elephants 2012 VLDB 5.6868273e-05
5,566 A Hadoop Based Distributed Loading Approach to Parallel Data Warehouses 2011 SIGMOD 5.4291336e-05
5,800 AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data 2015 VLDB 5.3218628e-05
6,177 Exploiting Soft and Hard Correlations in Big Data Query Optimization 2016 VLDB 5.1646971e-05
6,799 Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters 2013 VLDB 4.9181295e-05
7,205 Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data 2016 VLDB 4.7965293e-05
7,961 CARTILAGE: Adding Flexibility to the Hadoop Skeleton 2013 SIGMOD 4.6089395e-05
8,460 Piranha: Optimizing Short Jobs in Hadoop 2013 VLDB 4.5008938e-05
8,929 Gobblin: Unifying Data Ingestion for Hadoop 2015 VLDB 4.4229886e-05
9,393 Overview of Turn Data Management Platform for Digital Advertising 2013 VLDB 4.3402238e-05
10,415 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.1905499e-05
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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
15 Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters 2007 SIGMOD 0.0010668335
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
132 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00043697853
158 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00040401371
496 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021705611
776 Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience 2009 VLDB 0.00016765694
962 A Comparison of Join Algorithms for Log Processing in MapReduce 2010 SIGMOD 0.00015003834
1,791 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.0001052731
2,137 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.463768e-05
3,500 On the Correctness Criteria of Fine-Grained Access Control in Relational Databases 2007 VLDB 7.0338899e-05
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1,615 The Performance of MapReduce: An In-depth Study 2010 VLDB 0.00011137225
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2,340 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 9.001663e-05
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