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在多GPU环境中的大型数据库表的高效连接算法

Ran Rui1, Hao Li1, Yi-Cheng Tu1

  • 1University of South Florida, Tampa, Florida, USA.

Proceedings of the VLDB Endowment. International Conference on Very Large Data Bases
|January 23, 2024
PubMed
概括

本研究介绍了新的多GPU算法,用于处理大型关系连接,克服数据传输的挑战. 这些GPU加速方法比现有的CPU和GPU解决方案提供了显著的性能改进.

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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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