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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
9876
Venue
VLDB
Year
2009
Pagerank
0.00024711302
Overall Rank
217 | 98.50%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 59 citing papers.

Rank Citing Paper Year Venue Pagerank
26 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054892115
164 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00028045814
245 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023700027
279 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00022556553
322 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00021327735
572 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016405824
631 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.0001567363
662 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.0001534723
861 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00013592375
942 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013110288
1,167 A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort 2014 SIGMOD 0.00011962775
1,307 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00011303708
1,761 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.896048e-05
1,889 Instant Loading for Main Memory Databases 2013 VLDB 9.6314352e-05
1,969 Track Join: Distributed Joins with Minimal Network Traffic 2014 SIGMOD 9.4734585e-05
2,131 Quickstep: A Data Platform Based on the Scaling-Up Approach 2018 VLDB 9.1824992e-05
2,163 Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions 2018 SIGMOD 9.0980747e-05
2,270 Database Compression on Graphics Processors 2010 VLDB 8.9017306e-05
2,352 Decomposed Bounded Floats for Fast Compression and Queries 2021 VLDB 8.7815306e-05
2,585 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.4540632e-05
2,916 Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation 2018 SIGMOD 8.0325296e-05
2,927 Instant Recovery for Main-Memory Databases 2015 CIDR 8.0241296e-05
2,949 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 7.9801386e-05
3,028 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.8987722e-05
3,321 CloudRAMSort: Fast and Efficient Large-Scale Distributed RAM Sort on Shared-Nothing Cluster 2012 SIGMOD 7.5821551e-05
3,553 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.3775219e-05
3,850 The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates 2014 VLDB 7.1253372e-05
3,953 Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement 2015 VLDB 7.0678334e-05
3,983 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 7.0472781e-05
4,021 Fast Scans on Key-Value Stores 2017 VLDB 7.02242e-05
4,277 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 6.8575042e-05
4,964 UpBit: Scalable In-Memory Updatable Bitmap Indexing 2016 SIGMOD 6.4925287e-05
5,061 A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew 2015 SIGMOD 6.4467863e-05
5,313 Joins on Encoded and Partitioned Data 2014 VLDB 6.3402046e-05
5,441 BinDex: A Two-Layered Index for Fast and Robust Scans 2020 SIGMOD 6.2871887e-05
5,641 OLTPShare: The Case for Sharing in OLTP Workloads 2018 VLDB 6.2028058e-05
5,824 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 6.1353268e-05
5,847 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 6.1286224e-05
5,991 GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024 SIGMOD 6.0784179e-05
6,255 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 6.0003158e-05
6,669 Evaluating Multi-GPU Sorting with Modern Interconnects 2022 SIGMOD 5.8676379e-05
6,919 On-Off Sketch: A Fast and Accurate Sketch on Persistence 2021 VLDB 5.8098536e-05
7,016 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 5.7830692e-05
7,025 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.77988e-05
7,413 AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing 2018 SIGMOD 5.6894193e-05
7,784 CUBIT: Concurrent Updatable Bitmap Indexing 2025 VLDB 5.6035684e-05
7,969 Operational Analytics Data Management Systems 2016 VLDB 5.5713051e-05
8,295 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 5.5140539e-05
8,525 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 5.4789204e-05
8,678 AWARE: Workload-aware, Redundancy-exploiting Linear Algebra 2023 SIGMOD 5.4536402e-05
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Outgoing Citations (Sorted by Pagerank)

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