Parallel Programming and F#

Lynn Langit – Developer Evangelist http://blogs.msdn.com/SoCalDevGal Daniel Moth - Parallel Computing Platform http://www.danielmoth.com/Blog Luca Bolognese http://blogs.msdn.com/lucabol/

Threads Operating System Concurrency Runtime Programming Models Task Scheduler Resource Manager Integrated Tooling Programming Models Concurrency Runtime Parallel Pattern Library Resource Manager Task Scheduler Task Parallel Library PLINQ Managed Library Native Library Agents Library ThreadPool Data Structures Data Structures Tools Parallel Debugger Toolwindows Profiler Concurrency Analysis

Program Thread CLR Thread Pool Global Queue Worker Thread 1 Worker Thread p

Program Thread Task 1 Task 2 Task 3 Task 5 Task 4 Task 6 CLR Thread Pool: Work-Stealing Worker Thread 1 Worker Thread p Global Queue Local Queue Local Queue

ThreadPool ThreadPool .QueueUserWorkItem(…); System.Threading.Tasks Task .StartNew(…); Starting var p = Task .StartNew(() => { var t = Task .StartNew(…); }); Parent/Child var f = Future .StartNew(() => C()); … int result = f.Value; Tasks with results Task t = Task .StartNew(…); Task p = t.ContinueWith(…); t.Wait(2000); t.Cancel(); Continue/Wait/Cancel

var q = from p in people where p.Name == queryInfo.Name && p.State == queryInfo.State && p.Year >= yearStart && p.Year <= yearEnd orderby p.Year ascending select p;

Area Descriptions Example Scenarios Imperative Data Parallelism Apply the same operation to common collections/sets in parallel. Looping, data partitioning, reductions, scans, etc. Medical imaging Bond pricing Task Parallelism Simultaneously perform multiple independent operations. Divide-and-conquer, tasks, threads, fork/join, futures, etc. Process control automation Shared Resources
Building blocks for implementing concurrent components. Scalable and thread-safe collections, locks, etc.
Middle-tier configuration/state management Declarative Data Parallelism Define what computation needs to be done, without the how. Selections, filters, joins, aggregations, groupings, etc. Statistical modeling Coordination
Exploit latent operations by doing work while waiting for data. Asynch I/O, async interaction points, message passing, etc.
Streaming audio Task Parallel Library Parallel Pattern Library OpenMP, Cluster SOA Coordination Data Structures Transactional Memory MPI, MPI.net, CCR Native Agents and Messaging Maestro PLINQ

www.microsoftpdc.com
http://msdn.com/concurrency
Visual Studio 2010 & Framework 4.0

all PDC sessions Overview - why and how parallelism PLINQ screencast Other Ch9 PLINQ screencasts PLINQ MSDN article MSDN concurrency VS 2010 on Ch9 VS 2010 week Parallel Computing - Vision Daniel Moth blog

Fewer side effects
More opportunities for parallelism
Used for advanced computation, math, data mining, financial
More concise, fewer bugs

Improvements to the F# research release
April 2008 Microsoft Research refresh release
Broadly improved VS 2008 integration
Simplifications in language and libraries
Just Released September 2008 CTP
Full product-quality release
Fully stable and supported language
Aligned with future VS releases
2009 Supported Release

F# tutorials F# MSDN Developer Center F# for Windows Azure F# Samples Expert F# book and code samples

On the Web:
http://fsharp.net
Books:

Thanks vets!

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Parallel Programming and F#

by llangit on Nov 11, 2008

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Parallel Programming and F# — Presentation Transcript