~/talks

Alina Yurenko

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Spring Native: The Future of Fast and Efficient Spring ApplicationsSpring I/O 20262026-04-13
GraalVM 25 targets Java 25 and ships ML-enabled PGO that boosts peak throughput at O3 while recommending two-step user-collected PGO for the absolute best…
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From CLIs to LLMs: 5 cool applications to build with GraalVMDevBcn 20252025-07-08
Shows five concrete apps built with GraalVM native image: a 40 MB Spring Shell CLI that starts instantly; a bundled full‑stack travel app calling OpenAI’s API…
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From CLIs to LLMs: 5 Cool Applications to Build with GraalVMJCON EUROPE 20252025-05-12
Five concrete builds: a tiny CLI using Spring Shell (Picocli recommended) that starts in ~58 ms; a full‑stack Vaadin travel recommender using Spring AI and…
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Practical LLM Inference in Modern JavaVoxxed Days Zürich 20252025-03-25
Single-file Java engine implements local Llama 2/3 inference (2,500 line l3.java) with tokenizers, GGUF parser and Q8/Q4 and FP16/BF16 quantizations, uses…
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Bring the Action: Using GraalVM in ProductionVoxxed Days Ticino 20252025-01-16
GraalVM is used to run Spring apps either as a JDK or as an ahead‑of‑time native executable built with native‑image and Spring AOT; uploader cites 37% of…
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Bring the Action: Using GraalVM in ProductionVoxxed Days CERN 20252025-01-15
GraalVM runs as a drop-in JDK or compiles apps ahead-of-time with native-image; a Spring Boot dictionary demo compiles with the GraalVM Maven plugin, finds 33k…
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Bring the action: using GraalVM in productionPorto Tech Hub Conference 20242024-11-26
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…
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Practical LLM Inference in Modern JavaDevoxx Belgium 20242024-10-07
Shows a working local LLM inference engine written in a pure Java single-file engine (≈2,200 lines) that runs Llama 2/3 and other open models on CPU using Java…
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Migrating Spring Boot apps to GraalVMDevoxx Belgium 20242024-10-07
Migrating a Spring Boot 3+ app to GraalVM Native Image uses the native-maven/Gradle plugin, Spring AOT-generated runtime hints, the tracing agent for library…
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Bring the action: using GraalVM in productionDevoxx Belgium 20242024-10-07
GraalVM native-image compiles a Spring Boot app (using the native-maven-plugin) into a standalone executable that drops JVM startup and cuts memory roughly…
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Going AOT: Everything you need to know about GraalVM for Java applicationsJNation 20242024-06-04
GraalVM acts as a drop‑in JDK plus the Native Image AOT compiler that produces platform executables; a Spring Boot app compiles in ~48s to a 62MB binary that…
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Alina Yurenko at JNation 2024JNation 20242024-06-04
GraalVM runs Java apps as a drop-in JVM while adding a highly optimizing JIT and a toolchain to build native-image executables; it also runs polyglot code…
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Going AOT: Everything you need to know about GraalVM for JavaGeeCON 20242024-05-15
GraalVM’s native-image compiles Spring and microservices into platform-specific executables that start in ~48–56 ms and can be as small as ~37–111 MB; a Spring…
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Fast and Lightweight Spring Boot Applications with GraalVMJCON EUROPE 20242024-05-13
Spring Boot 3.0 apps compile to GraalVM native executables using the native Maven/Gradle plugins and a community reachability repo; a demo shows a simple app…
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Going AOT: Everything you need to know about GraalVM for Java applicationsDevoxx France 20242024-04-17
Overview of what is actually shown: a Spring Boot app built with GraalVM Java 22 and the Graal native-image tool using the Graal Maven/Gradle plugin, producing…
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Europe, Middle East & AfricaMicrosoft JDConf 20242024-03-27
LangChain4j demos connect OpenAI GPT‑3.5 with AI Services that return Java objects, call Java tools, stream tokens, and build a RAG flow using embeddings…
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AOT: Everything you need to know about GraalVM for Java applicationsJ-Fall 20232023-11-09
GraalVM compiles Java ahead-of-time with native-image so apps start in milliseconds (examples claim as low as 6 ms startup), trade runtime JIT for a…
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Java In The Cloud with GraalVMGOTO Amsterdam 20232023-06-13
GraalVM Native Image compiles Java apps ahead of time into single native executables, producing 20 ms startup versus ~560 ms on the JVM in the demo, cutting…
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Java in the Cloud with GraalVMGOTO Aarhus 20232023-05-22
GraalVM Native Image compiles Java ahead‑of‑time into a single native executable and the demo shows concrete wins: a Micronaut app boots in 22 ms startup vs…
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KeynoteSpring I/O 20232023-05-18
Conference announces Spring Boot 3.1 GA today and a roadmap to Spring Framework 6.1 / Spring Boot 3.2 with milestone releases; shows concrete optimizations…
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Going Native: Fast and Lightweight Spring Boot Applications with GraalVMSpring I/O 20232023-05-18
Spring Boot 3.0 ships GA support for GraalVM Native Image and converts Spring apps into standalone native executables that start and scale smaller. Demos…
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Supercharge your Native Image applicationsGeeCON 20232023-04-19
GraalVM Native Image compiles Java ahead-of-time to reduce startup and memory: demos show unit tests built and executed as native binaries using native…
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Awesome Java applications with GraalVM and Java microservices frameworksVoxxed Days Zurich 20232023-03-16
Shows how to compile Java microservices into GraalVM Native Image executables using Spring Boot 3, Micronaut, Quarkus and Helidon with real demos: Spring…
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Supercharge your Native Image applications 🚀J-Fall 20222022-11-03
Shows how GraalVM Native Image compiles Java ahead of time and cuts startup and memory use, demonstrates using Native Build Tools with Gradle to run native…
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Revolutionizing Java-based Applications with GraalVM.Devoxx Ukraine 2022: Secure our Future2022-09-02
GraalVM replaces the C2 compiler and offers two Java modes: drop‑in JDK with its Graal compiler for JIT performance and native-image AOT that produces platform…
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Cloud-Friendly Applications with GraalVMJfokus 20222022-05-02
GraalVM native image produces ahead-of-time executables that cut startup and memory cost for Java services, demonstrated with a Micronaut web demo dropping…
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Fast and Efficient Java Microservices with GraalVMDevnexus 20212021-02-17
GraalVM offers two concrete paths: GraalVM native-image compiles Java into standalone executables for millisecond startups and tiny footprints, while GraalVM…
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New Opportunities for Developers with GraalVMJAX London 20192019-10-07
GraalVM ships a new JIT compiler and an ahead‑of‑time native-image tool that builds single-platform binaries, a demo shows a microbenchmark dropping from ~172…
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