I found the introductory talk on Claypoole pretty informative with regards 
to parallelism in Clojure in general: 
https://www.youtube.com/watch?v=BzKjIk0vgzE

On Thursday, April 7, 2016 at 5:09:39 PM UTC+2, Mars0i wrote:
>
> Niels-- Ah, interesting.  My uses of pmap haven't been I/O bound.  I 
> didn't know about the claypoole library.  Will keep that in mind.
>
> On Thursday, April 7, 2016 at 8:00:39 AM UTC-5, Niels van Klaveren wrote:
>>
>> The biggest problem with pmap I have is ordering, ie. it will process in 
>> batches of (+ 2 (.. Runtime getRuntime availableProcessors)), and only 
>> take a new batch when the slowest of the old batch has been evaluated. With 
>> functions dependent on IO, parallel gains are only a fraction of what they 
>> could be. I used to solve this by creating my own code to process in 
>> futures and delays, but when I found the claypoole library, especially it's 
>> unordered pmap and for, I never had to touch these again.
>>
>> On Wednesday, April 6, 2016 at 3:11:52 PM UTC+2, Mars0i wrote:
>>>
>>> Maybe people forget about pmap 
>>> <http://clojuredocs.org/clojure.core/pmap>, pcalls 
>>> <http://clojuredocs.org/clojure.core/pcalls>, and pvalues 
>>> <http://clojuredocs.org/clojure.core/pvalues> because they're just too 
>>> easy.
>>>
>>> On Tuesday, April 5, 2016 at 8:51:59 PM UTC-5, tbc++ wrote:
>>>>
>>>> If it all seems confusing, do not despair, there's two things that will 
>>>> handle the vast majority of the use cases you may have: 
>>>>
>>>> 1) `future` - spawns a thread that runs the body of the future (
>>>> https://clojuredocs.org/clojure.core/future)
>>>> 2) `atom` and `swap!` - Used to store data that needs to be shared 
>>>> between threads and updated concurrently (
>>>> https://clojuredocs.org/clojure.core/atom) these are built on top of 
>>>> CAS, which itself is foundation upon which most of concurrent programming 
>>>> is built. (https://en.wikipedia.org/wiki/Compare-and-swap)
>>>>
>>>> Those two primitives alone will handle 90% of the use cases you will 
>>>> run into as a new clojure developer. The rest of the stuff (agents, thread 
>>>> pools, refs, vars, cps/core.async) can all come in time, but you will use 
>>>> them much less often than threads and atoms. So read up on those two and 
>>>> feel free to come back with any questions you may have. 
>>>>
>>>> Timothy
>>>>
>>>>
>>>> On Tue, Apr 5, 2016 at 7:24 PM, Chris White <cwpr...@live.com> wrote:
>>>>
>>>>> I was doing some reading of code recently to help me get up to speed 
>>>>> with Clojure. One of the libraries I randomly came across dealt with 
>>>>> parallelism and I had a hard time following along with it. To try and 
>>>>> wrap 
>>>>> my head around things I did a quick search and found this article:
>>>>>
>>>>>
>>>>> http://www.thattommyhall.com/2014/02/24/concurrency-and-parallelism-in-clojure/
>>>>>
>>>>> I'm not sure how authoritative this is based on my current experience, 
>>>>> but needless to say I was a bit overwhelmed. That said is there any sort 
>>>>> of 
>>>>> introductory material that list members have used to help get them into 
>>>>> how 
>>>>> Clojure deals with concurrency and parallelism? I also don't mind 
>>>>> anything 
>>>>> that's not specifically using Clojure but will at least help me 
>>>>> understand 
>>>>> the concepts behind how Clojure does it. Thanks again for any and all 
>>>>> help!
>>>>>
>>>>> - Chris White (@cwgem)
>>>>>
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>>>>
>>>>
>>>>
>>>> -- 
>>>> “One of the main causes of the fall of the Roman Empire was 
>>>> that–lacking zero–they had no way to indicate successful termination of 
>>>> their C programs.”
>>>> (Robert Firth) 
>>>>
>>>

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