AI – Perfspect – Karan

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Questions and Answers

What type of data does PerfSpect collect?

  • Performance data (correct)
  • System stats
  • Raw telemetry data
  • Programming code

True or false: PerfSpect is a programming language.

False (B)

What is the similarity analyzer used for?

  • To compare performance metrics between different workloads
  • To collect performance metrics from Intel hardware
  • To compare multiple workloads based on telemetry data (correct)
  • To retire workloads that are not waiting for resources

True or false: The online phase of PerfSpect collects application performance metrics.

<p>False (B)</p> Signup and view all the answers

How many default files are generated during the offline post-processing phase?

<p>3 (C)</p> Signup and view all the answers

What can PerfSpect be used for?

<p>To solve a problem that was causing a system to have a lower latency (D)</p> Signup and view all the answers

What can PerfSpect be used for?

<p>Generating insights into applications (D)</p> Signup and view all the answers

True or false: The Metric_out_average file is used to analyze results and deduce insights.

<p>True (A)</p> Signup and view all the answers

What does PerfSpect do before being released to the public?

<p>Validated internally (D)</p> Signup and view all the answers

What type of hardware does PerfSpect use to collect PMU data?

<p>Intel hardware (B)</p> Signup and view all the answers

What are workloads that are more frontend or backend bound clustered in?

<p>Lower left and lower right quadrants (B)</p> Signup and view all the answers

True or false: The 3rd Gen Intel® Xeon® Scalable processor has four general programmable counters.

<p>False (B)</p> Signup and view all the answers

What is the Umask filter used for?

<p>Reducing the number of groups needed (D)</p> Signup and view all the answers

True or false: The Umask filter was extended to 64-bit in the 4th Gen Intel® Xeon® Scalable processor.

<p>False (B)</p> Signup and view all the answers

What is PerfSpect?

<p>A tool to collect performance metrics from Intel hardware (D)</p> Signup and view all the answers

How many fixed counters does the 3rd Gen Intel® Xeon® Scalable processor have?

<p>4 (D)</p> Signup and view all the answers

What is the most used file to analyze results and deduce insights?

<p>Metric_out_average (B)</p> Signup and view all the answers

What is the purpose of PerfSpect?

<p>To collect performance data (A)</p> Signup and view all the answers

What does PerfSpect require for use?

<p>Nothing (D)</p> Signup and view all the answers

What type of processor does the Umask filter extend to?

<p>64-bit (B)</p> Signup and view all the answers

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Study Notes

  • PerfSpect is a telemetry tool that collects performance data from your workload or application on your production servers.
  • PerfSpect is lightweight and can be used without any need for programming.
  • PerfSpect uses perf drivers to collect PMU data from Intel® hardware.
  • PerfSpect can be used to characterize your workload or application and identify potential bottlenecks.
  • PerfSpect can be used to post-process raw telemetry data to generate insights into your application's performance.
  • PerfSpect is a performance analysis tool that collects raw telemetry data from the processor microarchitecture.
  • The online phase collects system stats, and the offline post-processing phase converts the raw telemetry data to more readable performance metrics.
  • There are three default files generated during the offline post-processing phase: Metric_out is a time series dump of all the metrics calculated, Metric_out_average is the most used file to analyze results and deduce insights, and Metric_out_p95 is a 95th percentile file to analyze results.
  • The 3rd Gen Intel® Xeon® Scalable processor has four fixed counters, which frees up the scarce general programmable counters to reduce the number of groups needed to collect telemetry for a certain metric.
  • The Umask filter was extended to 64-bit in the 3rd Gen Intel® Xeon® Scalable processor.

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