~/talk

Bring the action: using GraalVM in production

Talkat Porto Tech Hub Conference 2024 · on Tuesday, 2024-11-26· [java, web-performance]
slides:none on file

GraalVM is a drop-in JDK that offers Native Image ahead‑of‑time compilation, reducing startup from ~1.5s to 52 ms startup in a Spring demo, with native builds taking ~1m27s and resolving 22 reachable types but ~100,000 methods pulled in. Native apps use ~2x–5x less memory, JVM throughput measured 51.7k rps vs native 44k and optimized native 58k rps. Tooling includes Maven/Gradle native plugins, a tracing agent to generate config, and examples like a 22MB Llama3 native binary that starts near instant.

AI-written summary · about

  1. 0:00Introduction
  2. 2:10What is GraalVM
  3. 8:50Demo: Spring AI app
  4. 15:46Benefits of Native Image
  5. 19:14Using libraries with Native Image
  6. 28:18Performance comparison
  7. 37:28Best practices for migration
  8. 40:43Demo: LLM inference engine
  9. 45:39Summary and resources
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