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Database Compression on Graphics Processors

Summary: GPU-based compression mitigates PCIe transfer bottlenecks in GPU-accelerated query co-processing. Nine GPU schemes plus a planner select optimal combinations; yields up to 45 GB/s compression, 56 GB/s decompression, partial decompression, MonetDB integration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10306
Venue
VLDB
Year
2010
Pagerank
8.8970926e-05
Overall Rank
2,232 | 84.69%
DOI
10.14778/1920841.1920927

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{fang_vldb10,
        title = {{Database Compression on Graphics Processors}},
        author = {Fang, Wenbin and He, Bingsheng and Luo, Qiong},
        journal = {PVLDB},
        series = {{VLDB} '10},
        volume = {3},
        number = {1},
        pages = {670--681},
        doi = {10.14778/1920841.1920927},
        url = {https://doi.org/10.14778/1920841.1920927},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
823 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00013792901
870 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.0001350293
1,666 HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics 2016 VLDB 0.00010068964
1,761 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.8154969e-05
2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0991487e-05
2,566 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 8.4116562e-05
2,885 High-Throughput Transaction Executions on Graphics Processors 2011 VLDB 7.9969529e-05
2,937 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 7.9435581e-05
3,471 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 7.3885861e-05
4,144 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 6.8744592e-05
4,603 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.6105578e-05
5,122 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.3573169e-05
5,308 Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration 2016 SIGMOD 6.2720812e-05
5,512 BinDex: A Two-Layered Index for Fast and Robust Scans 2020 SIGMOD 6.1913331e-05
5,709 GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons 2018 VLDB 6.1142154e-05
5,778 GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024 SIGMOD 6.0918646e-05
7,242 Fast Multi-Column Sorting in Main-Memory Column-Stores 2016 SIGMOD 5.6641994e-05
7,370 Efficient Top-K Query Processing on Massively Parallel Hardware 2018 SIGMOD 5.6313494e-05
8,410 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 5.4309397e-05
9,038 The FastLanes File Format 2025 VLDB 5.3270943e-05
10,260 L3: A GPU-Native Co-Designed Data Format for Learned Lossless Lightweight Compression 2026 SIGMOD 5.093636e-05
10,580 GPU Acceleration of SQL Analytics on Compressed Data 2026 VLDB 5.093636e-05
10,985 Scaling GPU-Accelerated Databases beyond GPU Memory Size 2025 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 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
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
216 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024498128
278 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00022476841
305 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00021872796
345 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00020656723
630 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015591796
631 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015591241
925 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013182044
1,222 Data Compression in Oracle 2003 VLDB 0.00011602327
1,236 Handling Data Skew in Multiprocessor Database Computers Using Partition Tuning 1991 VLDB 0.00011548179
1,452 Fast Computation of Database Operations using Graphics Processors 2004 SIGMOD 0.00010745803
2,741 Hardware Acceleration in Commercial Databases: A Case Study of Spatial Operations 2004 VLDB 8.1851944e-05
3,489 Read-Optimized Databases, In Depth 2008 VLDB 7.3670717e-05
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