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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
0.00039561617
Overall Rank
60 | 99.59%
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
246 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023686155
257 Database Cracking 2007 CIDR 0.00023290946
279 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00022556553
335 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00020950127
359 Scalable Semantic Web Data Management Using Vertical Partitioning 2007 VLDB 0.00020286942
535 Hexastore: Sextuple Indexing for Semantic Web Data Management 2008 VLDB 0.00017050819
620 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.0001578795
693 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00015070559
746 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014451073
819 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00013866502
845 Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan 2016 VLDB 0.00013697323
861 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00013592375
904 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013358074
942 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013110288
946 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00013078432
1,007 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012770178
1,219 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011705588
1,237 Automatic Optimization for MapReduce Programs 2011 VLDB 0.00011611945
1,378 Column-oriented Database Systems 2009 VLDB 0.00011078452
1,437 Row-wise Parallel Predicate Evaluation 2008 VLDB 0.00010884568
1,467 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00010752713
1,503 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010641071
1,660 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 0.00010155775
1,734 SQL Server Column Store Indexes 2011 SIGMOD 9.961009e-05
1,756 Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce 2010 VLDB 9.9092914e-05
1,928 How to Barter Bits for Chronons: Compression and Bandwidth Trade Offs for Database Scans 2007 SIGMOD 9.5548584e-05
2,131 Quickstep: A Data Platform Based on the Scaling-Up Approach 2018 VLDB 9.1824992e-05
2,232 An Experimental Study of Bitmap Compression vs. Inverted List Compression 2017 SIGMOD 8.9738256e-05
2,263 Answering Aggregation Queries in a Secure System Model 2007 VLDB 8.9189205e-05
2,270 Database Compression on Graphics Processors 2010 VLDB 8.9017306e-05
2,421 One Size Fits All? – Part 2: Benchmarking Results 2007 CIDR 8.6759598e-05
2,585 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.4540632e-05
2,594 FDB: A Query Engine for Factorised Relational Databases 2012 VLDB 8.4358277e-05
2,637 An Integrated Approach to Recovery and High Availability in an Updatable, Distributed Data Warehouse 2006 VLDB 8.3839049e-05
2,744 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.2372417e-05
2,799 Column-Oriented Storage Techniques for MapReduce 2011 VLDB 8.1755118e-05
2,809 Rose: Compressed, log-structured replication 2008 VLDB 8.154373e-05
2,875 Optimal Column Layout for Hybrid Workloads 2019 VLDB 8.0765364e-05
2,895 Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework 2011 SIGMOD 8.0540184e-05
2,916 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 8.0325296e-05
2,949 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 7.9801386e-05
2,987 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.9392832e-05
3,079 Skipping-oriented Partitioning for Columnar Layouts 2017 VLDB 7.847438e-05
3,149 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.7622766e-05
3,205 Efficient Index Compression in DB2 LUW 2009 VLDB 7.7160751e-05
3,287 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB 7.6191205e-05
3,288 Columnar Storage and List-based Processing for Graph Database Management Systems 2021 VLDB 7.6174425e-05
3,300 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 7.6087519e-05
3,406 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 7.5103497e-05
3,448 Read-Optimized Databases, In Depth 2008 VLDB 7.4759944e-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
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00070779065
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00063341086
29 Database Architecture Optimized for the new Bottleneck: Memory Access 1999 VLDB 0.00052586133
49 Weaving Relations for Cache Performance 2001 VLDB 0.00044258563
101 Improved Query Performance with Variant Indexes 1997 SIGMOD 0.00034355166
388 A Case for Fractured Mirrors 2002 VLDB 0.00019521186
901 Query Optimization In Compressed Database Systems 2001 SIGMOD 0.00013372155
956 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00013044983
1,004 Data Compression Support in Databases 1994 VLDB 0.00012790419
1,854 Performance Measurements of Compressed Bitmap Indices 1999 VLDB 9.7001563e-05
1,880 Optimizing Queries On Compressed Bitmaps 2000 VLDB 9.6459571e-05
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620 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.0001578795
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