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Overtaking CPU DBMSes with a GPU in whole-query analytic processing with parallelism-friendly execution plan optimization

机译：通过对并行性友好的执行计划优化，在整个查询分析处理中用GPU超越CPU DBMS

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textabstractExisting work on accelerating analytic DB query processing\udwith (discrete) GPUs fails to fully realize their potential for speedup through\udparallelism: Published results do not achieve significant speedup over more\udperformant CPU-only DBMSes when processing complete queries.\udThis paper presents a successful e

机译：加速分析型数据库查询处理的现有工作\（使用不连续的）GPU不能完全实现其通过\ udparallelism进行加速的潜力：在处理完整查询时，已发布的结果无法比更多\性能出色的仅CPU的DBMS显着提高。一个成功的电子

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Agbaria, Adnan; Minor, David; Peterfreund, Natan; Rozenberg, Eyal; Rosenberg, Ofer; Huawei Research;
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年度 2016
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机译：GPU DBMSS对成本效益分析处理的实验研究
2. Optimizing Satellite Monitoring of Volcanic Areas Through GPUs and Multi-Core CPUs Image Processing: An OpenCL Case Study [J] . Bilotta G., Sanchez R.Z., Ganci G. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of . 2013,第6期

机译：通过GPU和多核CPU图像处理优化对火山区的卫星监控：OpenCL案例研究
3. Design and engineering of a simplified workflow execution for the MG5aMC event generator on GPUs and vector CPUs [J] . Andrea Valassi, Stefan Roiser, Olivier Mattelaer, EPJ Web of Conferences . 2021,第a期

机译：GPU和矢量CPU上MG5AMC事件发生器简化工作流程的设计与工程
4. Overtaking CPU DBMSes with a GPU in Whole-Query Analytic Processing with Parallelism-Friendly Execution Plan Optimization [C] . Adnan Agbaria, David Minor, Natan Peterfreund, International workshop on accelerating data analysis and data management systems using modern processor and storage architectures . 2017

机译：使用并行友好执行计划优化的全查询分析处理中的GPU超车CPU DBMSES
5. Optimization techniques for mapping algorithms and applications onto CUDA GPU platforms and CPU-GPU heterogeneous platforms. [D] . Wu, Jing. 2014

机译：用于将算法和应用程序映射到CUDA GPU平台和CPU-GPU异构平台的优化技术。
6. Application Performance Analysis and Efficient Execution on Systems with multi-core CPUs GPUs and MICs: A Case Study with Microscopy Image Analysis [O] . George Teodoro, Tahsin Kurc, Guilherme Andrade, -1

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7. An Experimental Study across GPU DBMSes toward Cost-Effective Analytical Processing [O] . Young-Kyoon SUH, Seounghyeon KIM, Joo-Young LEE, 2021

机译：GPU DBMSS对成本效益分析处理的实验研究

Overtaking CPU DBMSes with a GPU in whole-query analytic processing with parallelism-friendly execution plan optimization

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