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A General SIMD-Based Approach to Accelerating Compression Algorithms

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/spe.2203openalex-snapshot
Decoding billions of integers per second through vectorization
inferredcites →https://doi.org/10.1002/spe.v40:2openalex-snapshot
inferredcites →https://doi.org/10.1007/3-540-36228-2_134openalex-snapshot
Using Intel Streaming SIMD Extensions for 3D Geometry Processing
inferredcites →https://doi.org/10.1007/978-3-642-20161-5_53openalex-snapshot
Efficient Compressed Inverted Index Skipping for Disjunctive Text-Queries
inferredcites →https://doi.org/10.1016/j.ins.2011.06.019openalex-snapshot
Fast decoding algorithms for variable-lengths codes
inferredcites →https://doi.org/10.1016/j.websem.2011.04.004openalex-snapshot
Searching web data: An entity retrieval and high-performance indexing model
inferredcites →https://doi.org/10.1017/cbo9780511809071openalex-snapshot
Introduction to Information Retrieval
inferredcites →https://doi.org/10.1023/a:1009934302807openalex-snapshot
Adding Compression to Block Addressing Inverted Indexes
inferredcites →https://doi.org/10.1023/b:inrt.0000048490.99518.5copenalex-snapshot
Inverted Index Compression Using Word-Aligned Binary Codes
inferredcites →https://doi.org/10.1108/02640471111188088openalex-snapshot
Information Retrieval: Implementing and Evaluating Search Engines
inferredcites →https://doi.org/10.1109/asscc.2006.357865openalex-snapshot
A SIMD Video Signal Processor with Efficient Data Organization
inferredcites →https://doi.org/10.1109/icde.2006.150openalex-snapshot
Super-Scalar RAM-CPU Cache Compression
inferredcites →https://doi.org/10.1109/tcom.1971.1090789openalex-snapshot
Adaptive Variable-Length Coding for Efficient Compression of Spacecraft Television Data
inferredcites →https://doi.org/10.1109/tit.1975.1055349openalex-snapshot
Universal codeword sets and representations of the integers
inferredcites →https://doi.org/10.1109/tkde.2006.99openalex-snapshot
Improved word-aligned binary compression for text indexing
inferredcites →https://doi.org/10.1145/1367497.1367550openalex-snapshot
Performance of compressed inverted list caching in search engines
inferredcites →https://doi.org/10.1145/1498759.1498761openalex-snapshot
Challenges in building large-scale information retrieval systems
inferredcites →https://doi.org/10.1145/1526709.1526764openalex-snapshot
Inverted index compression and query processing with optimized document ordering
inferredcites →https://doi.org/10.1145/1772690.1772751openalex-snapshot
What is Twitter, a social network or a news media?
inferredcites →https://doi.org/10.1145/1869389.1869394openalex-snapshot
Fast integer compression using SIMD instructions
inferredcites →https://doi.org/10.1145/1871437.1871592openalex-snapshot
VSEncoding
inferredcites →https://doi.org/10.1145/2009916.2010048openalex-snapshot
Faster top-k document retrieval using block-max indexes
inferredcites →https://doi.org/10.1145/2063576.2063627openalex-snapshot
SIMD-based decoding of posting lists
inferredcites →https://doi.org/10.1145/2070736.2070747openalex-snapshot
Integration of vectorwise with ingres
inferredcites →https://doi.org/10.1145/2124295.2124346openalex-snapshot
Optimized top-k processing with global page scores on block-max indexes
inferredcites →https://doi.org/10.1145/564376.564416openalex-snapshot
Compression of inverted indexes For fast query evaluation
inferredcites →https://doi.org/10.1145/956863.956944openalex-snapshot
Efficient query evaluation using a two-level retrieval process
inferredcites →https://doi.org/10.1147/rd.492.0377openalex-snapshot
Design and exploitation of a high-performance SIMD floating-point unit for Blue Gene/L
inferredcites →https://doi.org/10.14778/1687627.1687671openalex-snapshot
SIMD-scan
inferredcites →https://doi.org/10.14778/2536222.2536233openalex-snapshot
DB2 with BLU acceleration
inferredcites →https://doi.org/10.5860/choice.46-2715openalex-snapshot
Introduction to information retrieval

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/spe.3036openalex-snapshot
Transcoding billions of Unicode characters per second with SIMD instructions
inferred← citeshttps://doi.org/10.1007/978-3-030-26636-3_6openalex-snapshot
FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan
inferred← citeshttps://doi.org/10.1007/s00778-019-00547-yopenalex-snapshot
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines
inferred← citeshttps://doi.org/10.1007/s00778-022-00744-2openalex-snapshot
To share or not to share vector registers?
inferred← citeshttps://doi.org/10.1007/s10619-023-07426-0openalex-snapshot
BOUNCE: memory-efficient SIMD approach for lightweight integer compression
inferred← citeshttps://doi.org/10.1007/s11704-016-6252-5openalex-snapshot
Optimizing partitioning strategies for faster inverted index compression
inferred← citeshttps://doi.org/10.1007/s13222-022-00431-0openalex-snapshot
Partition-based SIMD Processing and its Application to Columnar Database Systems
inferred← citeshttps://doi.org/10.1016/j.is.2017.01.002openalex-snapshot
Upscaledb: Efficient integer-key compression in a key-value store using SIMD instructions
inferred← citeshttps://doi.org/10.1109/bigdata47090.2019.9005580openalex-snapshot
CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding
inferred← citeshttps://doi.org/10.1109/bigdata52589.2021.9671706openalex-snapshot
LCTL: Lightweight Compression Template Library
inferred← citeshttps://doi.org/10.1109/dcc62719.2025.00038openalex-snapshot
Apic: A Precomputation-Based Integer Compressor for OLTP Databases
inferred← citeshttps://doi.org/10.1109/icde65448.2025.00040openalex-snapshot
Exploring SIMD Vectorization in Aggregation Pipelines for Encoded IoT Data
inferred← citeshttps://doi.org/10.1109/icdew.2018.00023openalex-snapshot
Conflict Detection-Based Run-Length Encoding - AVX-512 CD Instruction Set in Action
inferred← citeshttps://doi.org/10.1109/icdew55742.2022.00025openalex-snapshot
BOUNCE: Memory-Efficient SIMD Approach for Lightweight Integer Compression
inferred← citeshttps://doi.org/10.1109/icdmw.2015.85openalex-snapshot
Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures
inferred← citeshttps://doi.org/10.1109/tce.2023.3347229openalex-snapshot
Accelerating Huffman Encoding Using 512-Bit SIMD Instructions
inferred← citeshttps://doi.org/10.1111/cgf.13890openalex-snapshot
Compressed Neighbour Lists for SPH
inferred← citeshttps://doi.org/10.1137/1.9781611974973.31openalex-snapshot
Multi-core K-means
inferred← citeshttps://doi.org/10.1145/3155806openalex-snapshot
A Learning-Based Framework for Improving Querying on Web Interfaces of Curated Knowledge Bases
inferred← citeshttps://doi.org/10.1145/3209950.3209957openalex-snapshot
Make Larger Vector Register Sizes New Challenges?
inferred← citeshttps://doi.org/10.1145/3211922.3211928openalex-snapshot
Make the most out of your SIMD investments
inferred← citeshttps://doi.org/10.1145/3264903openalex-snapshot
Sprintz
inferred← citeshttps://doi.org/10.1145/3291992.3292001openalex-snapshot
Elias Revisited
inferred← citeshttps://doi.org/10.1145/3323991openalex-snapshot
From a Comprehensive Experimental Survey to a Cost-based Selection Strategy for Lightweight Integer Compression Algorithms
inferred← citeshttps://doi.org/10.1145/3399666.3399923openalex-snapshot
To share or not to share vector registers?
inferred← citeshttps://doi.org/10.1145/3399666.3399932openalex-snapshot
FPGA-Accelerated compression of integer vectors
inferred← citeshttps://doi.org/10.1145/3626246.3654694openalex-snapshot
SIMDified Data Processing - Foundations, Abstraction, and Advanced Techniques
inferred← citeshttps://doi.org/10.14778/3407790.3407833openalex-snapshot
MorphStore
inferred← citeshttps://doi.org/10.14778/3749646.3749718openalex-snapshot
The FastLanes File Format
inferred← citeshttps://doi.org/10.1587/transinf.2016edp7466openalex-snapshot
Well-Balanced Successive Simple-9 for Inverted Lists Compression
inferred← citeshttps://doi.org/10.26599/tst.2018.9010041openalex-snapshot
A flexible space-time tradeoff on hybrid index with bicriteria optimization
inferred← citeshttps://doi.org/10.48550/arxiv.2003.03033openalex-snapshot
What is the State of Neural Network Pruning?
inferred← citeshttps://doi.org/10.48550/arxiv.2004.09350openalex-snapshot
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model
inferred← citeshttps://doi.org/10.48550/arxiv.2209.02334openalex-snapshot
An Adaptive Column Compression Family for Self-Driving Databases
inferred← citeshttps://doi.org/10.5220/0006897003440353openalex-snapshot
Column Scan Optimization by Increasing Intra-Instruction Parallelism
inferred← citeshttps://doi.org/10.5441/002/edbt.2017.08openalex-snapshot
Lightweight Data Compression Algorithms: An Experimental Survey (Experiments and Analyses)
inferred← citeshttps://doi.org/10.5441/002/edbt.2017.70openalex-snapshot
Insights into the Comparative Evaluation of Lightweight Data Compression Algorithms
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