OpenJ9 does almost all of these things

On Tue, Nov 5, 2019 at 7:19 AM Peter Veentjer <[email protected]> wrote:

> The track-record of Java isn't very good IMHO. For example:
> 1) the Hotspot JVM isn't very good at identifying where SIMD instructions
> should be used (Azul Zing with the LLVM backend does a better job).
> 2) There is no official integration for GPGPU (General-Purpose computing
> on Graphics Processing Units) even though powerful GPU's are everything but
> rare.
> 3) Support for hardware transactional memory
> 4) Hardware accelerated encryption; although Java finally caught up in
> Java 11.
> 5) Memory layout of objects
> 6) record types (to reduce the overhead of objects)
>
> So based on that I would not be surprised if official integration would be
> added very late if added at all.
>
> On Monday, October 21, 2019 at 1:25:05 PM UTC+3, Benoît Paris wrote:
>>
>> Hello all!
>>
>> I'm seeing more and more news about new exotic silicon pushing code
>> closer to the data, and I was wondering what was the future of JVMs in all
>> this.
>>
>> As an example: Upmem <https://www.upmem.com/technology/>is starting to
>> offer some RAM with compute capabilities. They claim 2TB/s of
>> RAM-compute-RAM bandwidth for a 128GB set. The low level API seems to be an
>> LLVM backend and code
>> <https://github.com/upmem/dpu_demo/tree/sdk-2019.3/checksum>close to a
>> map operation: for each chunk of computing ram, send a tasklet for a local
>> computation.
>>
>> I have lots of questions:
>>
>> * Are Java and the JVMs suited to make good use of that hardware?
>> * What's the mechanically sympathetical API to it? Are map operations in
>> Parallel Streams a good abstraction?
>> * Surely the results must be stored locally, within each RAM chunk. What
>> would automated memory management look like with this? Is it per RAM chunk,
>> can it be global? Is there a need for rebalancing/shuffling data between
>> RAM chunks?
>> * Are we going to see it at all on JVMs? What's the integration cost? Do
>> you translate Java bytecode to LLVM to use their backend? Can it be done
>> through the upcoming Vector API?
>>
>> Cheers
>> Ben
>>
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