GraalVM is a high-performance runtime that supports multiple languages including Java, JavaScript, Python, Ruby, and even LLVM-based languages like C and C++. Its standout feature is its ability to compile JVM-based applications into native executables, enabling performance gains previously unreachable with standard JVM deployments.
A native image is a standalone executable, compiled ahead-of-time (AOT) using GraalVM’s native-image tool. This image includes:
Your Java code
Application dependencies
A subset of the JDK
Closed-world analysis results (for dead code elimination)
✅ Sub-millisecond startup time
✅ Minimal memory footprint
✅ No need for JVM on target machine
✅ Ideal for microservices, CLI tools, and serverless functions
| Benefit | Traditional JVM | GraalVM Native Image |
|---|---|---|
| Startup Time | 1-4 seconds | < 100 milliseconds |
| Memory Usage | 100MB–500MB+ | 20MB–80MB |
| Performance (warm-up) | Slower initially | Fast from the start |
| Portability | Requires JVM | Standalone binary |
| Cloud/Serverless Friendly | Less optimal | Highly optimized |
Closed World Assumption: GraalVM analyzes your app to determine everything it needs at runtime.
Ahead-of-Time Compilation (AOT): The code is compiled into a native binary.
Dead Code Elimination: Unused classes and methods are stripped out.
No Class Loading at Runtime: Everything is wired at compile time, enabling instant execution.
Let’s compile a simple Java app into a native image.
bash
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gu install native-image
java
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public class HelloGraal { public static void main(String[] args) { System.out.println("Hello, Native World!"); } }
bash
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javac HelloGraal.java native-image HelloGraal ./hellograal
That’s it! Your app is now a native binary with instant startup.
🔹 Microservices: Reduce memory footprint and startup time for Kubernetes pods
🔹 CLI Tools: Package and distribute lightweight native tools
🔹 Serverless Functions: Meet strict cold-start requirements on AWS Lambda, Azure Functions
🔹 Edge Computing: Run high-performance Java apps in resource-constrained environments
⚠️ Reflection Support
Native images require explicit reflection configuration since AOT compilation doesn't handle it dynamically.
⚠️ Startup vs. Throughput
Native images trade off peak throughput for startup speed—great for short-lived workloads.
⚠️ Build Time
Creating native images can be slow and CPU-intensive during the compilation process.
Micronaut – Designed with AOT and GraalVM in mind
Quarkus – Built to compile seamlessly to native executables
Spring Boot (via Spring Native / Spring AOT) – Partial GraalVM support for some apps
Helidon – Lightweight Java framework optimized for GraalVM
Organizations like Twitter, Alibaba, and Oracle have adopted GraalVM to improve performance, reduce cloud costs, and optimize CI/CD pipelines.
Cloud-native platforms like Knative and AWS Lambda benefit significantly from GraalVM's speed and efficiency.
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