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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
10029
Venue
VLDB
Year
2010
Pagerank
0.00010286531
Overall Rank
1,863 | 87.05%
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
542 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020595648
2,337 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 9.0098186e-05
2,439 CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop 2011 VLDB 8.8190594e-05
2,674 Minimal MapReduce Algorithms 2013 SIGMOD 8.3328645e-05
3,208 Column-Oriented Storage Techniques for MapReduce 2011 VLDB 7.3781897e-05
5,105 Only Aggressive Elephants are Fast Elephants 2012 VLDB 5.694494e-05
5,558 A Hadoop Based Distributed Loading Approach to Parallel Data Warehouses 2011 SIGMOD 5.4341353e-05
5,790 AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data 2015 VLDB 5.3269734e-05
6,173 Exploiting Soft and Hard Correlations in Big Data Query Optimization 2016 VLDB 5.1699414e-05
6,802 Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters 2013 VLDB 4.9226626e-05
7,207 Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data 2016 VLDB 4.800763e-05
7,958 CARTILAGE: Adding Flexibility to the Hadoop Skeleton 2013 SIGMOD 4.613363e-05
8,464 Piranha: Optimizing Short Jobs in Hadoop 2013 VLDB 4.5052127e-05
8,926 Gobblin: Unifying Data Ingestion for Hadoop 2015 VLDB 4.427232e-05
9,387 Overview of Turn Data Management Platform for Digital Advertising 2013 VLDB 4.3443757e-05
10,404 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.1945683e-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 0.0010654262
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059533166
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
157 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00040397359
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
780 Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience 2009 VLDB 0.00016775082
960 A Comparison of Join Algorithms for Log Processing in MapReduce 2010 SIGMOD 0.00015012242
1,788 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00010555742
2,134 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.4741038e-05
3,482 On the Correctness Criteria of Fine-Grained Access Control in Relational Databases 2007 VLDB 7.0527575e-05
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