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GraalVM Native Binaries: Benefits, Drawbacks, Adoption

8 min readJun 26, 2025

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1. Introduction

Java’s “Write Once, Run Anywhere” philosophy has driven its widespread adoption in enterprise systems, cloud services, mobile applications and embedded devices. The JVM provides a uniform runtime environment across operating systems, automatic memory management, security sandboxing and just-in-time (JIT) compilation that adapts hotspots for peak performance. Yet this powerful platform comes with trade-offs. The JVM startup sequence involves loading bytecode, verifying classes, initializing the runtime and warming up the JIT compiler-operations that incur latency. Memory usage can be significant, with heap, metaspace and JIT code cache overhead. Shipping a Java application traditionally requires bundling or installing a compatible JDK or JRE, complicating deployment pipelines.

GraalVM’s native-image tool offers an alternative: ahead-of-time (AOT) compilation of Java artifacts and their dependencies into a single native executable. This executable contains only the code paths and classes referenced at build time, enabling stripping of unused bytecode and resources. The result is fast startup, smaller runtime memory usage and a self-contained binary without external JVM dependencies. These attributes appeal especially to serverless architectures, microservices in resource-constrained environments…

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Aditya Bhuyan
Aditya Bhuyan

Written by Aditya Bhuyan

I am Aditya. I work as a cloud native specialist and consultant. In addition to being an architect and SRE specialist, I work as a cloud engineer and developer.

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