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SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units

Summary: SIMD-Scan utilizes on-chip vector processing units to accelerate in-memory scans of compressed columnar tables. No extra hardware or copy overhead; scalable across cores; integrated into SAP NetWeaver BW Accelerator as the standard scan operator. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9875
Venue
VLDB
Year
2009
Pagerank
0.00028248614
Overall Rank
305 | 97.89%
DOI
-

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 59 citing papers.

Rank Citing Paper Year Venue Pagerank
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031420034
381 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00024873637
419 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023720338
476 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00022226941
853 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015940507
858 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.000158756
958 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015045316
1,263 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012982857
1,270 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012926086
1,607 A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort 2014 SIGMOD 0.00011162682
1,731 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001073454
1,973 Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions 2018 SIGMOD 9.8913631e-05
2,322 Instant Loading for Main Memory Databases 2013 VLDB 9.034874e-05
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9084657e-05
2,412 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.8726508e-05
2,526 Track Join: Distributed Joins with Minimal Network Traffic 2014 SIGMOD 8.5968612e-05
2,613 Decomposed Bounded Floats for Fast Compression and Queries 2021 VLDB 8.4503824e-05
2,772 Quickstep: A Data Platform Based on the Scaling-Up Approach 2018 VLDB 8.1401661e-05
2,882 Database Compression on Graphics Processors 2010 VLDB 7.9661218e-05
3,075 Instant Recovery for Main-Memory Databases 2015 CIDR 7.6108216e-05
3,388 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.1571148e-05
3,608 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 6.924272e-05
3,644 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8854928e-05
3,655 CloudRAMSort: Fast and Efficient Large-Scale Distributed RAM Sort on Shared-Nothing Cluster 2012 SIGMOD 6.8718304e-05
4,161 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 6.3938006e-05
4,282 Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement 2015 VLDB 6.293052e-05
4,445 The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates 2014 VLDB 6.1808093e-05
4,518 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.117844e-05
4,642 Fast Scans on Key-Value Stores 2017 VLDB 6.0267293e-05
5,040 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 5.7425187e-05
5,346 UpBit: Scalable In-Memory Updatable Bitmap Indexing 2016 SIGMOD 5.5561846e-05
5,532 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 5.4548897e-05
5,670 Joins on Encoded and Partitioned Data 2014 VLDB 5.3804618e-05
5,749 BinDex: A Two-Layered Index for Fast and Robust Scans 2020 SIGMOD 5.3418923e-05
5,881 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.2895336e-05
6,060 OLTPShare: The Case for Sharing in OLTP Workloads 2018 VLDB 5.2305257e-05
6,367 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 5.0941072e-05
6,496 GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024 SIGMOD 5.0413077e-05
6,648 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9771723e-05
6,790 On-Off Sketch: A Fast and Accurate Sketch on Persistence 2021 VLDB 4.9251439e-05
7,137 AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing 2018 SIGMOD 4.8217393e-05
7,155 Evaluating Multi-GPU Sorting with Modern Interconnects 2022 SIGMOD 4.8149812e-05
7,335 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 4.7603723e-05
7,427 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 4.7327406e-05
7,831 CUBIT: Concurrent Updatable Bitmap Indexing 2025 VLDB 4.6387445e-05
7,866 Operational Analytics Data Management Systems 2016 VLDB 4.6321795e-05
8,578 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 4.4923477e-05
8,626 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 4.4829152e-05
8,786 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 4.4521262e-05
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Outgoing Citations (Sorted by Pagerank)

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