Intel VTune Profiler Performance Analysis Cookbook

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ID 766316
Date 12/16/2022
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Document Table of Contents
Document Table of Contents x
Intel® VTune™ Profiler Performance Analysis Cookbook
Intel® VTune™ Profiler Performance Analysis Cookbook x
Methodologies Configuration Recipes Tuning Recipes Notices and Disclaimers
Methodologies x
Top-down Microarchitecture Analysis Method OpenMP* Code Analysis Method Software Optimization for Intel® GPUs (NEW) Core Utilization in DPDK Apps PCIe Traffic in DPDK Apps DPDK Event Device Profiling Effective Utilization of Intel® Data Direct I/O Technology Compile a Portable Optimized Binary with the Latest Instruction Set
Configuration Recipes x
Analyzing Hot Code Paths Using Flame Graphs (NEW) Improving Hotspot Observability in a C++ Application Using Flame Graphs Profiling Games built with Unity* (NEW) Profiling Games built with Unreal Engine* (NEW) Profiling Java Applications as a Remote User (NEW) Profiling JavaScript* Code in Node.js* Measuring Performance Impact of NUMA in Multi-Processor Systems (NEW) Analyzing CPU and FPGA (Intel® Arria® 10 GX) Interaction Profiling a .NET* Core Application Profiling Applications in Amazon Web Services* (AWS) EC2 Instances Enabling Performance Profiling in GitLab* CI Configuring a Hyper-V* Virtual Machine for Hardware-Based Hotspots Analysis Profiling an Application for Performance Anomalies (NEW) Profiling an OpenMP* Offload Application running on a GPU (NEW) Profiling a SYCL* Application running on a GPU Using the Command-Line Interface to Analyze the Performance of a SYCL* Application running on a GPU (NEW) Profiling an FPGA-driven SYCL* Application Profiling Hardware Without Intel Sampling Drivers Profiling MPI Applications Profiling Docker* Containers Profiling a Remote Target Through a Proxy Server (NEW) Using Intel® VTune™ Profiler Server with Visual Studio Code and Intel® DevCloud for oneAPI (NEW) Using Intel® VTune™ Profiler Server in HPC Clusters Profiling in a Singularity* Container Profiling Linux*, Android*, and QNX* System Boot Time
Tuning Recipes x
Cache-Related Latency Issues in Segmented Cache Environment False Sharing Frequent DRAM Accesses Poor Port Utilization Page Faults Instruction Cache Misses Inefficient Synchronization Inefficient TCP/IP Synchronization OS Thread Migration OpenMP* Imbalance and Scheduling Overhead Processor Cores Underutilization: OpenMP* Serial Time Scheduling Overhead in Intel® Threading Building Blocks (Intel® TBB) Apps PMDK Application Overhead
Intel® VTune™ Profiler Performance Analysis Cookbook

Intel® VTune™ Profiler Performance Analysis Cookbook

This Cookbook introduces methodologies and use-case recipes to analyze the performance of your code with VTune Profiler, a tool that helps you identify ineffective algorithm and hardware usage and provides tuning advice.

  • To download VTune Profiler or request product support, visit the product page.

  • All recipes in this Cookbook are scalable. You can apply them to any version of VTune Profiler, or 2018 and newer versions of its predecessor, Intel® VTune™ Amplifier . Slight version-specific configuration changes are possible.

  • Some recipes were translated to Simplified Chinese, and are available in the Simplified Chinese version of this Cookbook.

  • Intel® VTune™ Profiler is a new renamed version of the Intel® VTune™ Amplifier.

Documentation Formats for Intel® VTune™ Profiler:

Access documentation for VTune Profiler release versions in these ways.

VTune Profiler Release Version Available Documentation Formats Links

2021 (and newer) releases

Online Online documentation for VTune Profiler
  Offline Downloadable documents for VTune Profiler

Versions older than 2021 release

Offline only

Available documentation downloads by product version:

  • Methodologies
    Start cooking your performance analysis. Understand tuning techniques, performance metrics and hardware solutions to collect statistics. Next, drill down to particular tuning or configuration recipes that feature Intel® VTune™ Profiler or its predecessor, Intel® VTune™ Amplifier.
  • Configuration Recipes
    These recipes detail how to configure your system and set up Intel® VTune™ Profiler or its predecessor, Intel® VTune™ Amplifier, for performance analysis in particular code environments.
  • Tuning Recipes
    These recipes explore typical application performance problems that you can detect with Intel® VTune™ Profiler or its predecessor, Intel® VTune™ Amplifier. Use the guidance in these recipes to optimize performance.
  • Notices and Disclaimers
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