[Haskell-cafe] Parallel Haskell Digest 6
Eric Y. Kow
eric at well-typed.com
Thu Oct 6 18:02:56 CEST 2011
Attached are the png files I refer to in this post.
Check out the blog version to see it all in context
http://www.well-typed.com/blog/60
On Thu, Oct 06, 2011 at 16:58:47 +0100, Eric Y. Kow wrote:
> First, the bigger picture: why do we have another way of doing parallel
> programming in Haskell when we already have parallel arrays and
> Strategies? Part of the answer is parallelism is still a research
> topic, with new ideas coming out from time to time and some old ideas
> slowly withering away. For another part of the answer, it may help to
> think in terms of a trade-off between implicitness and performance, in
> other words, between Easy and Fast.
>
> ![Degrees of implicitness](parallelism.png)
...
> But this doesn't really tell us all that much about how to use this
> library. For now we come back to our word *dataflow*. The dataflow
> model treats program as a little black box, an input goes in, an output
> comes out, and what happens in between is immaterial:
>
> ![Input goes in, output comes out](dataflow-basic.png)
>
> The program is represented as a directed graph (a *dataflow network*), with
> each node representing an individual operation (black boxes in their own
> right), and connections between the nodes expressing dependencies. In the
> graph above, `g` and `h` depend on the output of `f` (the same output - there
> is only one) and in turn, `i` depends on the output of both `g` and `h`.
>
> ![Dataflow network](dataflow-network.png)
--
Eric Kow <http://erickow.com>
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