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Ever tried. Ever failed. No matter. Try again. Fail again. Fail better.
CPU Frequency

CPU能耗、频率等监控工具

如何调整CPU频率

并行

HPC性能评测

HPL参数优化

并行程序性能分析软件（Extra-P和Score-P）安装过程

LLVM

LLVM Pass工程建立过程

LLVM入门学习

OpenMP编译成LLVM IR

OpenMP

OpenMP and MPI 学习资料

MPI

OpenMP and MPI 学习资料

PAPI

PAPI:使用PAPI对程序性能进行分析

PAPI安装问题

RAPL

PAPI安装RAPL模块

PAPI安装问题

RAPL Interface 介绍

RAPL介绍

数学

PCA数学原理

统计学

Q-Q图介绍

Pareto最优相关介绍

Roofline

Roofline Model介绍

强化学习

强化学习介绍

CPU

物理CPU和逻辑CPU的区别

Papers

论文阅读：A Roofline Model of Energy (IPDPS13)

论文阅读：Energy-Aware High-Performance Computing: Survey of State-of-the-Art Tools, Techniques, and Environments (综述， Scientific Programming 19)

论文阅读：Energy Measurement and Modeling in High Performance Computing With Intel RAPL (Doctoral Dissertation 2018)

论文阅读：Energy Prediction of OpenMP Applications Using Random Forest Modeling Approach (IPDPSW15)

论文阅读：How Much Power Does Your Server Consume? Estimating Wall Socket Power Using RAPL Measurements (Comput Sci Res Dev 2016)

论文阅读：Impact of Parallel Programming Models and CPUs Clock Frequency on Energy Consumption of HPC Systems (AICCSA 2011)

论文阅读：Matching Application Signatures for Performance Predictions Using a Single Execution (IPDPS15)

论文阅读：Performance and Energy Analysis of OpenMP Runtime Systems With Dense Linear Algebra Algorithms (WAMCA 2017)

论文阅读：Using Performance-Power Modeling to Improve Energy Efficiency of HPC Applications （IEEE Computer 2016）

论文阅读：Energy Efficiency Modeling of Parallel Applications (SC18)

论文阅读：Energy-Dfficient Application Resource Scheduling Using Machine Learning Classifiers (ICPP18)

论文阅读：Predicting Optimal Power Allocation for CPU and DRAM Domains (IPDPSW 2015)

论文阅读：Application-Aware Power Coordination on Power Bounded NUMA Multicore Systems (ICPP 2017)

论文阅读：Toward Fine-Grained Dynamic Tuning of HPC Applications on Modern Multi-Core Architectures (SC17)

Energy Modeling

论文阅读：A Roofline Model of Energy (IPDPS13)

论文阅读：Energy-Aware High-Performance Computing: Survey of State-of-the-Art Tools, Techniques, and Environments (综述， Scientific Programming 19)

论文阅读：Energy Measurement and Modeling in High Performance Computing With Intel RAPL (Doctoral Dissertation 2018)

论文阅读：Energy Prediction of OpenMP Applications Using Random Forest Modeling Approach (IPDPSW15)

论文阅读：How Much Power Does Your Server Consume? Estimating Wall Socket Power Using RAPL Measurements (Comput Sci Res Dev 2016)

论文阅读：Impact of Parallel Programming Models and CPUs Clock Frequency on Energy Consumption of HPC Systems (AICCSA 2011)

论文阅读：Performance and Energy Analysis of OpenMP Runtime Systems With Dense Linear Algebra Algorithms (WAMCA 2017)

论文阅读：Using Performance-Power Modeling to Improve Energy Efficiency of HPC Applications （IEEE Computer 2016）

论文阅读：Energy Efficiency Modeling of Parallel Applications (SC18)

论文阅读：Energy-Dfficient Application Resource Scheduling Using Machine Learning Classifiers (ICPP18)

论文阅读：Predicting Optimal Power Allocation for CPU and DRAM Domains (IPDPSW 2015)

论文阅读：Application-Aware Power Coordination on Power Bounded NUMA Multicore Systems (ICPP 2017)

论文阅读：Toward Fine-Grained Dynamic Tuning of HPC Applications on Modern Multi-Core Architectures (SC17)

IPDPS

论文阅读：A Roofline Model of Energy (IPDPS13)

论文阅读：Energy Prediction of OpenMP Applications Using Random Forest Modeling Approach (IPDPSW15)

论文阅读：Matching Application Signatures for Performance Predictions Using a Single Execution (IPDPS15)

论文阅读：Predicting Optimal Power Allocation for CPU and DRAM Domains (IPDPSW 2015)

Performance Modeling

论文阅读：Matching Application Signatures for Performance Predictions Using a Single Execution (IPDPS15)

Journal

论文阅读：Using Performance-Power Modeling to Improve Energy Efficiency of HPC Applications （IEEE Computer 2016）

SC

论文阅读：Energy Efficiency Modeling of Parallel Applications (SC18)

论文阅读：Toward Fine-Grained Dynamic Tuning of HPC Applications on Modern Multi-Core Architectures (SC17)

ICPP

论文阅读：Energy-Dfficient Application Resource Scheduling Using Machine Learning Classifiers (ICPP18)

论文阅读：Application-Aware Power Coordination on Power Bounded NUMA Multicore Systems (ICPP 2017)

书籍阅读

Writing for Computer Science (Third Edition)— Chapter 3