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We developed a POC with #MaxineVM based on Florin Blanaru 's work. We used CUDA and Intel Level Zero to allocate a shared Java heap between accelerators and exposed a new API called "XPUInterface". Through this interface, the JVM and user applications know and share GPU resources

Tuning a JVM is a difficult task, especially because there are many tuning flags to choose from, and the performance depends on the environment, workload, etc. Join their session and find out more from Ionut Balosin and Florin Blanaru , here: romania.voxxeddays.com/a-journey-to-j… #itwillbefun

Mario Fusco I think it's caused by too much focus on delivering (ie features or content or something measurable) and not enough time spent on a) pulling back to see the big picture / overall progress and b) rewarding the work that has been done

Juan Fumero (Juan Fumero) from Computer Science @ The University of Manchester is presenting a research work that investigates what will be the case if #Java heap is allocated in memory space that is shared between #CPUs and #GPUs! #heterogeneous #MREs Paper: dl.acm.org/doi/pdf/10.114… Horizon Europe 🇪🇺 HaDEA UK Research and Innovation

TornadoVM 1.0 is out! Off-heap memory allocation is now supported via the integration with the Panama MemorySegment API, and much more! Changelog: github.com/beehive-lab/To… Guideline for migration to off-heap types: tornadovm.readthedocs.io/en/latest/offh… #opensource #Java #GPU #acceleration #AI

Is #Java fast enough for #LLM inference? Check out our latest article on how to achieve near-native performance in LLM inference by combining Project Panama - Foreign Function & Memory API, Vector API and #Tornadovm . medium.com/@mpapadimitrio…

New Video: Installing and Configuring #TornadoVM for Linux, Mac and Windows youtube.com/watch?v=F_0E-z…

Hello from FOSDEM @[email protected]! We are in the free #Java room! We have 2 talks from our colleagues today at the schedule Foivos Zakkak and Thanos Stratikopoulos! So exciting to see news and updates for the Java ecosystem!

Maurizio Cimadamore introducing Project #Panama and what’s coming alongside! The Foreign Memory API is currently supported in #TornadoVM for the allocation of off-heap data! It’s also great seeing more info about #Babylon project and seeing #GPUs coming as a feature in #Java!

New Blog Post 🚀 "JVM Performance Comparison for JDK 21" A deep dive into JVM performance comparison where Florin Blanaru and I explore different optimizations in OpenJDK C2, Oracle GraalVM, and Graal CE JITs ionutbalosin.com/2024/02/jvm-pe… #OpenJDK #GraalVM #JDK #Java #performance

The review process has been pretty fast! Thank you FOSDEM @[email protected]! The #TornadoVM talk is online and has been added also in the #TornadoVM resources page! 👉tornadovm.org/resources?wix-… #opensource #fosdem2024

For anyone interested (cc Francesco Nigro ), the presentation's recording is now available at fosdem.org/2024/schedule/… Furthermore, if you attended my talk and would like to submit some feedback please do so at pretalx.fosdem.org/fosdem-2024/ta… I will appreciate it :)

JVM Performance Comparison for JDK 21 by Ionut Balosin and Florin Blanaru: ionutbalosin.com/2024/02/jvm-pe…

Java's main JIT compiler devotes around 20% of its time to compiling garbage collection instrumentation code! By postponing instrumentation until the end of the compilation chain, we could reclaim this precious time at virtually no cost: robcasloz.github.io/blog/2024/02/1…

Florin Blanaru Good point, I would not be totally surprised if there were existing, pattern-based C2 optimizations inhibited by complex GC barriers (probably not major ones though, or they would have been discovered and re-enabled by now).

New Blog Post 🚀: "Analyzing JVM Energy Consumption for JDK 21 - An Empirical Study" It measures the energy consumption across various Java Virtual Machines under different loads, application types, and code patterns. Enjoy reading! ionutbalosin.com/2024/03/analyz…

We are happy to announce the release of our latest book titled “Programming Heterogeneous Hardware via Managed Runtime Systems” published by Springer Nature together Juan Fumero (Juan Fumero) and Thanos Stratikopoulos (Thanos Stratikopoulos )! link.springer.com/book/10.1007/9…