The Graal team has announced the general availability of Oracle GraalVM for JDK 24, enhancing JDK 24 support with Native Image optimizations. These optimizations include profile guided optimization (PGO) to enhance application performance. GraalVM incorporates machine learning techniques for generating performance profiles, making it easier for developers to optimize their applications without extensive profiling. The latest product introduces GraalNN, a Graph Neural Net-based static profiler that provides approximately 7.9% runtime performance improvement for microservices, removing the need for manual profiling and recompilation.
GraalVM Native Image compiles Java bytecode into native machine code, delivering incredibly fast startup times, lowered resource consumption, and improved security.
GraalVM for JDK 24 introduces GraalNN, a new Graph Neural Net-based static profiler that achieves a runtime speedup of ~7.9% on a range of microservice benchmarks.
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