Problem
No performance benchmarks exist to measure and track performance characteristics.
Impact
- Severity: MEDIUM
- Category: Performance/Quality
- Unknown performance characteristics
- Cannot detect performance regressions
- No data for optimization decisions
- Difficult to compare with alternatives
Key Performance Metrics Needed
1. Application Lifecycle
- Application startup time: Deploy → Start (warm JVM)
- Application cold start: Deploy → Start (cold JVM)
- Application shutdown time: Stop → Undeploy
- Hot reload latency: Old version → New version
2. ClassLoader Operations
- ClassLoader creation overhead
- Class loading time (first load vs cached)
- ClassLoader cleanup/GC impact
3. Resource Monitoring
- Monitoring overhead (CPU impact of monitoring itself)
- Snapshot collection latency
- Metrics aggregation performance
4. Message Bus
- Publish latency (message → delivered)
- Throughput (messages/second)
- Subscriber overhead (N subscribers impact)
5. REST API
- Deploy endpoint latency
- List applications latency (N apps)
- Concurrent request handling
Recommended Framework
Use JMH (Java Microbenchmark Harness):
@BenchmarkMode(Mode.AverageTime)
@OutputTimeUnit(TimeUnit.MILLISECONDS)
@State(Scope.Benchmark)
public class ApplicationLifecycleBenchmark {
private ApplicationManager manager;
@Setup
public void setup() {
manager = new ApplicationManager();
}
@Benchmark
public void measureApplicationStartup() {
manager.deploy(descriptor);
manager.start("test-app");
}
}
Module Structure
Create new module:
jplatform-benchmarks/
├── pom.xml (JMH dependencies)
└── src/main/java/
└── org/flossware/jplatform/benchmarks/
├── ApplicationLifecycleBenchmark.java
├── ClassLoaderBenchmark.java
├── MessageBusBenchmark.java
└── ResourceMonitorBenchmark.java
Running Benchmarks
mvn clean install -pl jplatform-benchmarks
java -jar jplatform-benchmarks/target/benchmarks.jar
CI/CD Integration
Run benchmarks on release and track trends:
- name: Run Performance Benchmarks
run: mvn -pl jplatform-benchmarks jmh:run -Djmh.resultFormat=JSON
- name: Store Benchmark Results
uses: benchmark-action/github-action-benchmark@v1
with:
tool: 'jmh'
output-file-path: jplatform-benchmarks/target/jmh-result.json
Performance Targets
Set baselines (example):
- Application startup: < 100ms (warm JVM)
- Message bus publish: < 1ms (p99)
- ClassLoader creation: < 50ms
- REST API deploy: < 200ms
Priority
P2 - Medium - Should be added for v1.3 or v2.0.
Resources
Problem
No performance benchmarks exist to measure and track performance characteristics.
Impact
Key Performance Metrics Needed
1. Application Lifecycle
2. ClassLoader Operations
3. Resource Monitoring
4. Message Bus
5. REST API
Recommended Framework
Use JMH (Java Microbenchmark Harness):
Module Structure
Create new module:
Running Benchmarks
CI/CD Integration
Run benchmarks on release and track trends:
Performance Targets
Set baselines (example):
Priority
P2 - Medium - Should be added for v1.3 or v2.0.
Resources