Java
Summary - Performance and GC
Combine JMH, JFR and GC tuning to write an optimized handler.
Summary - Performance and GC
In this group you met the performance toolkit. You learned microbenchmarking with JMH, profiling with JFR, latency and throughput balance with GC tuning, memory leaks with heap dumps and run-time compilation with JIT.
The right path: measure first with JMH and JFR, then tune GC and heap, and look at JIT flags only if needed. Premature tuning misleads.
Exercise Write the PerfReport class
Define class PerfReport with a static String summary(String tool, String detail) method that returns tool + ": " + detail. In main print System.out.println(summary("JMH", "warmup=3 iters=5"));.
Show example solution
class PerfReport {
static String summary(String tool, String detail) {
return tool + ": " + detail;
}
public static void main(String[] args) {
System.out.println(summary("JMH", "warmup=3 iters=5"));
}
}
What you learned
You can now solve performance issues step by step: measure the bottleneck with JMH, take a production profile with JFR, reduce latency with GC and heap tuning, find leaks with heap dumps. The JIT mostly works behind the scenes.
The key principle: do not tune without measuring. After every change measure again; confirm the improvement with numbers.
Exercise Add a report method to PerfReport
Add a static String report() method to the PerfReport class above; it returns summary("JMH", "warmup=3") + " | " + summary("JFR", "duration=60s"). In main print it with System.out.println(report());.
Show example solution
class PerfReport {
static String summary(String tool, String detail) {
return tool + ": " + detail;
}
static String report() {
return summary("JMH", "warmup=3") + " | " + summary("JFR", "duration=60s");
}
public static void main(String[] args) {
System.out.println(report());
}
}
Test yourself
-
Which tool is used for microbenchmarking?
Show answer
JMH — JMH measures small code pieces accurately.
-
Summarise the tools
- JMH
- Benchmarking
- JFR
- Profiling
- G1
- Garbage collector
- JIT
- Just-in-time compile
Next lesson: Project design
