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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
3853
Venue
SIGMOD
Year
2006
Pagerank
0.0003955489
Overall Rank
60 | 99.60%
DOI
10.1145/1142473.1142548

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{abadi_sigmod06,
        title = {{Integrating Compression and Execution in Column-Oriented Database Systems}},
        author = {Abadi, Daniel J. and Madden, Samuel R. and Ferreira, Miguel C.},
        series = {{SIGMOD} '06},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1142473.1142548},
        url = {https://dl.acm.org/doi/10.1145/1142473.1142548},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 27 of 127 citing papers.

Rank Citing Paper Year Venue Pagerank
9,216 Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL 2015 CIDR 5.3051647e-05
9,274 DataGarage: Warehousing Massive Performance Data on Commodity Servers 2010 VLDB 5.2941406e-05
9,289 Compact, Tamper-Resistant Archival of Fine-Grained Provenance 2021 VLDB 5.2912339e-05
9,518 Revisiting B-tree Compression: An Experimental Study 2024 SIGMOD 5.256602e-05
9,555 Vortex: A Stream-oriented Storage Engine For Big Data Analytics 2024 SIGMOD 5.2528121e-05
9,633 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 5.2434488e-05
10,056 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 5.1676234e-05
10,260 L3: A GPU-Native Co-Designed Data Format for Learned Lossless Lightweight Compression 2026 SIGMOD 5.093636e-05
10,509 FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads 2026 VLDB 5.093636e-05
10,580 GPU Acceleration of SQL Analytics on Compressed Data 2026 VLDB 5.093636e-05
10,589 Morphing-based Compression for Data-centric ML Pipelines 2026 VLDB 5.093636e-05
10,619 DeXOR: Enabling xor in Decimal Space for Streaming Lossless Compression of Floating-point Data 2026 VLDB 5.093636e-05
10,662 Data Chunk Compaction in Vectorized Execution 2025 SIGMOD 5.093636e-05
10,923 Improving Time Series Data Compression in Apache IoTDB 2025 VLDB 5.093636e-05
10,980 Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression 2025 VLDB 5.093636e-05
10,985 Scaling GPU-Accelerated Databases beyond GPU Memory Size 2025 VLDB 5.093636e-05
10,989 Selective Late Materialization in Modern Analytical Databases 2025 VLDB 5.093636e-05
10,996 Scribe: How Meta transports terabytes per second in real time 2025 VLDB 5.093636e-05
11,116 Program your (custom) SIMD instruction set on FPGA in C++ 2024 CIDR 5.093636e-05
11,236 Improving Graph Compression for Efficient Resource-Constrained Graph Analytics 2024 VLDB 5.093636e-05
11,246 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 5.093636e-05
11,274 Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines 2024 VLDB 5.093636e-05
11,613 Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications 2022 VLDB 5.093636e-05
11,959 Effective Temporal Dependence Discovery in Time Series Data 2018 VLDB 5.093636e-05
12,117 Purity: Building Fast, Highly-Available Enterprise Flash Storage from Commodity Components 2015 SIGMOD 5.093636e-05
12,227 How Achaeans Would Construct Columns in Troy 2013 CIDR 5.093636e-05
12,445 CODS: Evolving Data Efficiently and Scalably in Column Oriented Databases 2010 VLDB 5.093636e-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 0.00069513174
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
29 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.00052093615
49 Weaving Relations for Cache Performance 2001 VLDB 0.00043781096
104 Improved Query Performance with Variant Indexes 1997 SIGMOD 0.00033932213
394 A Case for Fractured Mirrors 2002 VLDB 0.00019306179
921 Query Optimization In Compressed Database Systems 2001 SIGMOD 0.00013209503
970 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00012882125
1,017 Data Compression Support in Databases 1994 VLDB 0.00012641552
1,867 Performance Measurements of Compressed Bitmap Indices 1999 VLDB 9.5903618e-05
1,894 Optimizing Queries On Compressed Bitmaps 2000 VLDB 9.5268052e-05
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