[Haskell-cafe] Fast JSON validation - reducing allocations
arjenvanweelden at gmail.com
Fri May 12 10:00:02 UTC 2017
On Fri, 2017-05-12 at 10:48 +0100, David Turner wrote:
> On 12 May 2017 at 09:27, Arjen <arjenvanweelden at gmail.com> wrote:
> > Maybe this is a silly question, and please let me know why if so,
> > but:
> > Has anyone thought about parallelizing it for multiple messages in
> > order to "produce garbage faster"? While reducing allocation will
> > make
> > the single validations faster, doing multiple ones might improve
> > the
> > throughput per GC ratio. This assumes that the amount of live data
> > in
> > the heap is small, making GC sort of constant time, and having
> > multiple
> > cores available.
> Not a silly question at all. Adding the following incantation:
> `using` parListChunk 100 rseq
> does quite happily spread things across all 4 cores on my development
> machine, and it's certainly a bit faster. To give some stats, it
> processes ~24 events between GCs rather than ~6, and collects ~2MB
> rather than ~500kB. The throughput becomes a lot less consistent,
> however, at least partly due to some bigger GC pauses along the way.
> As Ben's statistics showed, our allocation rate on one thread is
> around 4TBps, which is already stressing the GC out a bit, and
> parallelising it doesn't make that problem any easier.
> I know in the OP I said "we have a stream" (accidental MLK misquote)
> but in fact there are a bunch of parallel streams whose number
> exceeds the number of available cores, so we don't anticipate any
> enormous benefit from spreading the processing of any one stream
> across multiple cores: single-threaded performance is what we think
> we should be concentrating on.
Happy to read that you have more success than I with parListChunk.
I expect(ed) the sparks to be cheap, so this might help if the various
incoming streams are very unbalanced in length and/or message sizes.
I agree that multi-processing a single stream does not make much sense
if you already have multiple concurrent streams.
Nice to see that adding on parallelism in Haskell (GHC) is that easy
(in this case) and with a very good speed-up factor!
kind regards, Arjen
More information about the Haskell-Cafe