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by Vadym Kazulkin, ip.labs GmbH
Performance measurements
with Java Microbenchmarking Harness (JMH) Framework in your IDE
Contact
Vadym Kazulkin, ip.labs GmbH:
Email : v.kazulkin@iplabs.de
Xing : https://www.xing.com/profile/Vadym_Kazulkin
Twitter: @VKazulkin
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
ip.labs GmbH
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Purpose of benchmarking
• Compare different implementations of code the same logic and choose the most
performant one.
• Identify bottlenecks in a suspected area of code
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Performance Measurement
this.initializeAndFillMyCollection();
final long start=System.nanoTime();
Collections.sort(myCollection);
final long end=System.nanoTime();
System.out.prinltn(“ “ +end-start);
First naive attempt
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Performance Measurement
public void measure(final int iterations)
{
for(int i=0; i<iterations; i++)
{
this.initializeAndFillMyCollection();
final long start=System.nanoTime();
Collections.sort(myCollection);
final long end=System.nanoTime();
}
System.out.prinltn(“average time “ +(end-start)/iterations);
}
Second naive attempt
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Multiply Performance Measurement
JMH Solution
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Multiply Performance Measurement
Corrected JMH Solution
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Log Performance Measurement
JMH Solution
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Collection Performance Measurement 1
JMH Solution
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Collection Performance Measurement 2
JMH Solution
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Just-In-Time Compiler Optimizations
• Dead code elimination
• Constant folding
• Loop unrolling
• Devirtualization
• Method inlining
• ….
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
@CompilerControl
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Performance Measurement
pom.xml dependencies
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Performance Measurement
pom.xml maven compiler
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Performance Measurement
Eclipse -> Project -> Run As
Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH
Questions?
www.iplabs.de
Thank You!

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"Performance measurements with Java Microbenchmark Harness (JMH)" at Eclipse Demo Camp 2017 by Vadym Kazulkin

  • 1. by Vadym Kazulkin, ip.labs GmbH Performance measurements with Java Microbenchmarking Harness (JMH) Framework in your IDE
  • 2. Contact Vadym Kazulkin, ip.labs GmbH: Email : v.kazulkin@iplabs.de Xing : https://www.xing.com/profile/Vadym_Kazulkin Twitter: @VKazulkin
  • 3. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH ip.labs GmbH
  • 4. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Purpose of benchmarking • Compare different implementations of code the same logic and choose the most performant one. • Identify bottlenecks in a suspected area of code
  • 5. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Performance Measurement this.initializeAndFillMyCollection(); final long start=System.nanoTime(); Collections.sort(myCollection); final long end=System.nanoTime(); System.out.prinltn(“ “ +end-start); First naive attempt
  • 6. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Performance Measurement public void measure(final int iterations) { for(int i=0; i<iterations; i++) { this.initializeAndFillMyCollection(); final long start=System.nanoTime(); Collections.sort(myCollection); final long end=System.nanoTime(); } System.out.prinltn(“average time “ +(end-start)/iterations); } Second naive attempt
  • 7. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Multiply Performance Measurement JMH Solution
  • 8. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Multiply Performance Measurement Corrected JMH Solution
  • 9. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Log Performance Measurement JMH Solution
  • 10. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Collection Performance Measurement 1 JMH Solution
  • 11. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Collection Performance Measurement 2 JMH Solution
  • 12. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Just-In-Time Compiler Optimizations • Dead code elimination • Constant folding • Loop unrolling • Devirtualization • Method inlining • ….
  • 13. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH @CompilerControl
  • 14. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Performance Measurement pom.xml dependencies
  • 15. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Performance Measurement pom.xml maven compiler
  • 16. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Performance Measurement Eclipse -> Project -> Run As
  • 17. Java Microbenchmarking Harness (JMH) Framework by Vadym Kazulkin, ip.labs GmbH Questions?