Viewing profile — jfumero

It seems the Manchester website is down. Link to the paper: https://github.com/jjfumero/jjfumero.github.io/blob/master/f... Just to complement the previous answer. It varies from k…

To quote Gary Frost (creator of Aparapi), TornadoVM is the state-of-the-art right now. He mentioned this at JVMLS 2023. Hopefully the videos will be available soon from this link: …

You can find benchmarks here: - https://jjfumero.github.io/files/VEE2019_Fumero_Preprint.pdf - https://www.tornadovm.org/use-cases - https://www.research.manchester.ac.uk/portal/fi…

Totally agree. OpenCL code is portable, but performance is not. That's why TornadoVM specializes the OpenCL code depending on the target device. For FPGAs we do a lot more optimiza…

The VM name came because TornadoVM implements its own set of bytecodes for handling heterogeneous execution. These bytecodes are used for handling JIT compilation, device explorati…

We are integrating TornadoVM with Apache Flink. So the idea is to execute unmodified map/reduce Flink applications automatically on heterogeneous hardware by using TornadoVM in the…

That's correct. TornadoVM specializes the OpenCL code depending on the target device to increase performance. Also, as you pointed out, it supports some objects through the partial…

Aparapi is a direct translation from Java bytecode to OpenCL. To do so, Aparapi provides a compiler and a runtime system to automatically handle data and execute the generated Open…