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Roofline model

The Roofline model is an intuitive visual performance model used to provide performance estimates of a given compute kernel or application running on… 
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Analytical Performance ModelingArray data structureBenchmark (computing)Byte

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Software testing

Papers overview

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2019
2019
GPU Acceleration of Communication Avoiding Chebyshev Basis Conjugate Gradient Solver for Multiphase CFD Simulations
Iterative methods for solving large linear systems are common parts of computational fluid dynamics (CFD) codes. The… 
2019
2019
Roofline Analysis and Performance Optimization of the MGB Hydrological Model
The Roofline model gives insights about the performance behavior of applications bounded by either memory or processor limits… 
2018
2018
On the Autotuning Potential of Time-Stepping Methods from Scientific Computing
Due to the ever changing characteristics of the newly provided hardware, there is the permanent requirement of designing and re… 
2018
2018
Novel Model-based Methods for Performance Optimization of Multithreaded 2D Discrete Fourier Transform on Multicore Processors
In this paper, we use multithreaded fast Fourier transforms provided in three highly optimized packages, FFTW-2.1.5, FFTW-3.3.7… 
2018
2018
Roofline Model Based Performance-Aware Energy Management for Scientific Computing
Performance-aware energy management is very important for scientific computing. Inspired by the roofline model, we studied the… 
2017
2017
Application of a communication-avoiding generalized minimal residual method to a gyrokinetic five dimensional eulerian code on many core platforms
A communication-avoiding generalized minimal residual (CA-GMRES) method is applied to the gyrokinetic toroidal five dimensional… 
2017
2017
Targeting heterogeneous computing platforms
2015
2015
On Using the Roofline Model with Lower Bounds on Data Movement
The roofline model is a popular approach for “bound and bottleneck” performance analysis. It focuses on the limits to the… 
2012
2012
The boat hull model: adapting the roofline model to enable performance prediction for parallel computing
Multi-core and many-core were already major trends for the past six years, and are expected to continue for the next decades… 
2011
2011
Study of Performance Issues on a SMP-NUMA System using the Roofline Model
This work presents a performance model based on a combination of hardware counters and a Roofline Model developed to characterize… 
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