Dryad and DryadLINQ from MSR

Posted by Daniel Moth on Daniel Moth See other posts from Daniel Moth or by Daniel Moth
Published on Sun, 14 Nov 2010 03:06:54 GMT Indexed on 2010/12/06 16:58 UTC
Read the original article Hit count: 505

Filed under:
|

Microsoft Research (MSR) researches technologies, incubates projects which many times result in technology that looks like a ready-to-use product (but it is important to understand that these are not the same as products built by the various… actual product teams here at Microsoft).

A very popular MSR project has been DryadLINQ, which itself builds on Dryad. To learn more follow the project pages I just linked to and I also recommend this 1-hour channel 9 video. If you only have 3 minutes, watch this great elevator pitch instead. You can also stay tuned on the official blog, which includes a post that refers to internal adoption e.g by Bing, a quick DryadLINQ code example, and some history on how DryadLINQ generalizes the MapReduce pattern and makes it accessible to regular programmers (see this post and that post).

Essentially, the DryadLINQ framework (building on the Dryad runtime) allows developers to re-use their LINQ skills for creating/generating programs that process large multi-gigabyte/terabyte datasets across 100s-1000s of machines. One way to think about it is that just as Parallel LINQ allows LINQ developers to seamlessly use multiple cores from a single process on a single machine, DryadLINQ allows LINQ developers to seamlessly use multiple machines for their data parallel algorithms. In the former scenario the motivation was speed of execution, in the latter it is speed of execution AND processing large datasets that simply don't fit on a single machine.

Whenever I hear about execution of parallel code on multiple machines on the Microsoft platform, I immediately think of Windows HPC Server. Indeed Dryad and DryadLINQ were made available for Windows HPC Server and I encourage you to watch the PDC session on this topic: Data-Intensive Computing on Windows HPC Server with the DryadLINQ Framework.

Watch this space…




Comments about this post welcome at the original blog.

© Daniel Moth or respective owner

Related posts about hpc

Related posts about ParallelComputing

  • C++ AMP Video Overview

    as seen on Daniel Moth - Search for 'Daniel Moth'
    I hope to be recording some C++ AMP screencasts for channel9 soon (you'll find them through my regular screencasts link on the left), and in all of them I will assume you have watched this short interview overview of C++ AMP.   Note: I think there were some technical problems with streaming… >>> More

  • Screencasts introducing C++ AMP

    as seen on Daniel Moth - Search for 'Daniel Moth'
    It has been almost 2.5 years since I last recorded a screencast, and I had forgotten how time consuming they are to plan/record/edit/produce/publish, but at the same time so much fun to see the end result! So below are links to 4 screencasts to teach you C++ AMP basics from scratch (even if you class… >>> More

  • GPGPU

    as seen on Daniel Moth - Search for 'Daniel Moth'
    WhatGPU obviously stands for Graphics Processing Unit (the silicon powering the display you are using to read this blog post). The extra GP in front of that stands for General Purpose computing.So, altogether GPGPU refers to computing we can perform on GPU for purposes beyond just drawing on the screen… >>> More

  • GPU Debugging with VS 11

    as seen on Daniel Moth - Search for 'Daniel Moth'
    With VS 11 Developer Preview we have invested tremendously in parallel debugging for both CPU (managed and native) and GPU debugging. I'll be doing a whole bunch of blog posts on those topics, and in this post I just wanted to get people started with GPU debugging, i.e. with debugging C++ AMP code… >>> More

  • Microsoft Windows HPC Server R2 Beta2

    as seen on Daniel Moth - Search for 'Daniel Moth'
    Internally and unofficially we refer to this as "HPC Server v3" and its Beta2 became available last week. Read the full story on this blog post from Ryan and this one from Don. There has been a lot of excitement on the web for this release with coverage from last Wednesday here, here, here… >>> More