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  1. Proceedings of the 3rd Workshop on General-Purpose Computation on Graphics Processing Units (GPGPU-3)
  2. Accelerating SQL database operations on a GPU with CUDA
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Toward exascale computational science with heterogeneous processing
Parallel multiclass classification using SVMs on GPUs
Compiling Python to a hybrid execution environment
GPGPU role within a 500 TFLOPS heterogeneous cluster
The Scalable Heterogeneous Computing (SHOC) benchmark suite
Best-effort semantic document search on GPUs
Cortical architectures on a GPGPU
Modeling GPU-CPU workloads and systems
Accelerating MATLAB Image Processing Toolbox functions on GPUs
Accelerating SQL database operations on a GPU with CUDA
Implementing the PGI Accelerator model
Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems
A mapping path for multi-GPGPU accelerated computers from a portable high level programming abstraction
Iterative induced dipoles computation for molecular mechanics on GPUs

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Accelerating SQL database operations on a GPU with CUDA

Content Provider ACM Digital Library
Author Skadron, Kevin Bakkum, Peter
Abstract Prior work has shown dramatic acceleration for various database operations on GPUs, but only using primitives that are not part of conventional database languages such as SQL. This paper implements a subset of the SQLite command processor directly on the GPU. This dramatically reduces the effort required to achieve GPU acceleration by avoiding the need for database programmers to use new programming languages such as CUDA or modify their programs to use non-SQL libraries. This paper focuses on accelerating SELECT queries and describes the considerations in an efficient GPU implementation of the SQLite command processor. Results on an NVIDIA Tesla C1060 achieve speedups of 20-70X depending on the size of the result set.
Starting Page 94
Ending Page 103
Page Count 10
File Format PDF
ISBN 9781605589350
DOI 10.1145/1735688.1735706
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2010-03-14
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Databases Cuda Gpgpu Sql
Content Type Text
Resource Type Article
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