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Integrating Compression and Execution in Column-Oriented Database Systems

Summary: Extends C-Store with a unified compression subsystem for columnar data, enabling compressed storage integrated with execution. Evaluates schemes beyond traditional row-store methods and shows the best choice depends on data characteristics and workload. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3792
Venue
SIGMOD
Year
2006
Pagerank
0.00043697853
Overall Rank
132 | 99.09%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 125 citing papers.

Rank Citing Paper Year Venue Pagerank
382 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00024888997
407 Database Cracking 2007 CIDR 0.00023941779
415 Scalable Semantic Web Data Management Using Vertical Partitioning 2007 VLDB 0.00023774838
424 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023604384
496 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021705611
625 Hexastore: Sextuple Indexing for Semantic Web Data Management 2008 VLDB 0.00018963452
708 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00017753572
826 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00016161625
1,027 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.0001458537
1,050 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00014425459
1,134 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013751593
1,252 Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan 2016 VLDB 0.00013023834
1,260 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012990853
1,267 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012917585
1,271 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00012900735
1,281 Automatic Optimization for MapReduce Programs 2011 VLDB 0.00012837411
1,430 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.0001202506
1,470 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011827274
1,590 Column-oriented Database Systems 2009 VLDB 0.00011230525
1,622 Row-wise Parallel Predicate Evaluation 2008 VLDB 0.00011104582
1,908 How to Barter Bits for Chronons: Compression and Bandwidth Trade Offs for Database Scans 2007 SIGMOD 0.00010130401
1,939 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010019433
1,945 Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce 2010 VLDB 0.0001000706
2,060 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 9.6585115e-05
2,083 Answering Aggregation Queries in a Secure System Model 2007 VLDB 9.579797e-05
2,231 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.2367968e-05
2,262 SQL Server Column Store Indexes 2011 SIGMOD 9.1629311e-05
2,363 An Integrated Approach to Recovery and High Availability in an Updatable, Distributed Data Warehouse 2006 VLDB 8.9594816e-05
2,409 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.867144e-05
2,510 One Size Fits All? – Part 2: Benchmarking Results 2007 CIDR 8.6241461e-05
2,562 Rose: Compressed, log-structured replication 2008 VLDB 8.5373135e-05
2,777 Quickstep: A Data Platform Based on the Scaling-Up Approach 2018 VLDB 8.1346418e-05
2,780 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1307901e-05
2,821 An Experimental Study of Bitmap Compression vs. Inverted List Compression 2017 SIGMOD 8.0639288e-05
2,863 Efficient Index Compression in DB2 LUW 2009 VLDB 7.9982677e-05
2,890 Database Compression on Graphics Processors 2010 VLDB 7.9586083e-05
3,060 Rethinking Data-Intensive Science Using Scalable Analytics Systems 2015 SIGMOD 7.639315e-05
3,088 FDB: A Query Engine for Factorised Relational Databases 2012 VLDB 7.5940302e-05
3,120 Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework 2011 SIGMOD 7.533894e-05
3,193 Column-Oriented Storage Techniques for MapReduce 2011 VLDB 7.4073719e-05
3,279 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.2816693e-05
3,419 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 7.1127752e-05
3,482 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.0514808e-05
3,611 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 6.9178844e-05
3,642 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8876984e-05
3,686 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB 6.839208e-05
3,731 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 6.8074069e-05
3,741 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 6.7952067e-05
3,757 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 6.7804933e-05
3,761 Read-Optimized Databases, In Depth 2008 VLDB 6.7777865e-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
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076209479
52 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00066322421
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
121 Improved Query Performance with Variant Indexes 1997 SIGMOD 0.00045429472
466 A Case for Fractured Mirrors 2002 VLDB 0.00022455567
894 Data Compression Support in Databases 1994 VLDB 0.00015516667
1,098 Query Optimization In Compressed Database Systems 2001 SIGMOD 0.00014070252
1,109 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00013927106
1,955 Performance Measurements of Compressed Bitmap Indices 1999 VLDB 9.9641178e-05
2,065 Optimizing Queries On Compressed Bitmaps 2000 VLDB 9.6467359e-05
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