Migrating Spring Boot apps to GraalVM by Alina Yurenko, Daniel Garnier-Moiroux

Learn how to migrate Spring Boot apps to GraalVM for faster startup, lower memory usage, & better performance. Discover best practices, testing tips & deployment solutions.

Key takeaways
  • GraalVM native image compilation offers significant benefits:

    • Faster startup times (70ms vs 1.7s)
    • Lower memory usage (3-5x less)
    • Comparable peak throughput to JVM when optimized
  • Key challenges when migrating to native:

    • Reflection must be configured explicitly
    • Resources and serialization need special handling
    • Dynamic class loading and runtime code generation require configuration
    • Cross-platform compilation limitations
  • Spring Boot 3.x provides native support through:

    • Built-in AOT processing
    • Automatic hint generation
    • Curated dependency list compatible with native image
    • Test support with @EnabledInNativeImage
  • Best practices for native migration:

    • Keep developing and testing on JVM
    • Use the tracing agent to identify required configurations
    • Apply Profile Guided Optimizations (PGO) for peak performance
    • Use latest Spring Boot version for better native support
    • Avoid conditional beans and runtime profile evaluation
  • Testing recommendations:

    • Run most tests on JVM
    • Use native tests sparingly for specific scenarios
    • Leverage buildpacks for CI/CD pipeline
    • Test the real binary in staging environment
  • Library compatibility approaches:

    • Use Spring Boot’s curated dependencies
    • Check GraalVM reachability metadata repository
    • Configure reflection manually if needed
    • Encourage library maintainers to provide native configs
  • Production deployment considerations:

    • Match build environment to target platform
    • Consider using buildpacks for container images
    • Monitor memory and startup time benefits
    • Use JVMCI GC for throughput-critical applications