SlideShare ist ein Scribd-Unternehmen logo
1 von 27
Overview of Parallel Development Eric Nelson http://geekswithblogs.net/iupdateable http://blogs.msdn.com/goto100   http://twitter.com/ericnel
Agenda ,[object Object],[object Object]
Things I learnt... ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Buying a new Processor £100 - £300 2-3GHz 2 cores or 4 64-bit Core Core
Buying a new Processor Core Core Core Core £200 - £500 2-3GHz 4 cores with HT 64-bit QuickPath Interconnect Memory Controller
Where will it all end? Unisys ES7000 (7600R) used with kind permission of Mr Henk var der Valk, Unisys, NL
Was it a wise purchase? Windows OS App 1 App 2 ... App 1 .NET CLR .NET Framework My Code
Was it a wise purchase? ,[object Object],[object Object],[object Object],ASP.NET Web Forms/Services WCF Services WF Engine ... .NET ThreadPool or Custom Threading Strategy
What happened to “The Free Lunch”? Bad sequential code will run faster on a faster processor Just using parallel code is not enough Bad parallel code  WILL NOT  run faster on more cores
Applications Can Scale Well Graphics Rendering – Physical Simulation -- Vision – Data Mining -- Analytics
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],What's The Problem?
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Synchronization Knowledge Error prone Heavy synchronization Static partitioning Lack of thread reuse Tricks Lots of boilerplate
Microsoft Parallel Computing Technologies Task Concurrency Data Parallelism Distributed/ Cloud Computing Local Computing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],CCR Maestro TPL  / PPL Cluster TPL Cluster PLINQ MPI / MPI.Net WCF Cluster SOA WF PLINQ TPL  / PPL CDS OpenMP WF Compute Shader
Visual Studio 2010 Tools / Programming Models / Runtimes 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 Tool Profiler Concurrency Analysis
Explicit Tasking Support  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Task Parallel Library ( TPL )
Task No Threading to Threading to Tasks
User Mode Scheduler Program Thread CLR Thread Pool  Global Queue Worker Thread 1 Worker Thread p
User Mode Scheduler For Tasks 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
Debugger Support ,[object Object],[object Object],[object Object]
Higher Level Constructs ,[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel Parallel.ForEach Parallel.Invoke
Declarative Data Parallelism ,[object Object],[object Object],[object Object],[object Object],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;
P arallel  LINQ
What Next? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel Computing Resources ,[object Object],[object Object],[object Object]

Weitere ähnliche Inhalte

Was ist angesagt?

Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...
Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...
Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...
Chris Fregly
 

Was ist angesagt? (20)

running Tensorflow in Production
running Tensorflow in Productionrunning Tensorflow in Production
running Tensorflow in Production
 
Pratik Patel: Titanium as Platform: Feature-Rich, Database-Driven Mobile Apps
Pratik Patel: Titanium as Platform: Feature-Rich, Database-Driven Mobile AppsPratik Patel: Titanium as Platform: Feature-Rich, Database-Driven Mobile Apps
Pratik Patel: Titanium as Platform: Feature-Rich, Database-Driven Mobile Apps
 
Lambda - Building On-prem GPU Training Infrastructure
Lambda - Building On-prem GPU Training InfrastructureLambda - Building On-prem GPU Training Infrastructure
Lambda - Building On-prem GPU Training Infrastructure
 
Working with Data and Titanium
Working with Data and TitaniumWorking with Data and Titanium
Working with Data and Titanium
 
Real time-collaborative-editor-presentation
Real time-collaborative-editor-presentationReal time-collaborative-editor-presentation
Real time-collaborative-editor-presentation
 
Profiling PyTorch for Efficiency & Sustainability
Profiling PyTorch for Efficiency & SustainabilityProfiling PyTorch for Efficiency & Sustainability
Profiling PyTorch for Efficiency & Sustainability
 
Async/Await
Async/AwaitAsync/Await
Async/Await
 
Luigi Presentation at OSCON 2013
Luigi Presentation at OSCON 2013Luigi Presentation at OSCON 2013
Luigi Presentation at OSCON 2013
 
Braxton McKee, Founder & CEO, Ufora at MLconf SF - 11/13/15
Braxton McKee, Founder & CEO, Ufora at MLconf SF - 11/13/15Braxton McKee, Founder & CEO, Ufora at MLconf SF - 11/13/15
Braxton McKee, Founder & CEO, Ufora at MLconf SF - 11/13/15
 
Reactive Extensions for JavaScript
Reactive Extensions for JavaScriptReactive Extensions for JavaScript
Reactive Extensions for JavaScript
 
Two C++ Tools: Compiler Explorer and Cpp Insights
Two C++ Tools: Compiler Explorer and Cpp InsightsTwo C++ Tools: Compiler Explorer and Cpp Insights
Two C++ Tools: Compiler Explorer and Cpp Insights
 
PyCon TW 2017 - PyPy's approach to construct domain-specific language runtime...
PyCon TW 2017 - PyPy's approach to construct domain-specific language runtime...PyCon TW 2017 - PyPy's approach to construct domain-specific language runtime...
PyCon TW 2017 - PyPy's approach to construct domain-specific language runtime...
 
Rajat Monga, Engineering Director, TensorFlow, Google at MLconf 2016
Rajat Monga, Engineering Director, TensorFlow, Google at MLconf 2016Rajat Monga, Engineering Director, TensorFlow, Google at MLconf 2016
Rajat Monga, Engineering Director, TensorFlow, Google at MLconf 2016
 
Circuit Simplifier
Circuit SimplifierCircuit Simplifier
Circuit Simplifier
 
TinyML as-a-Service
TinyML as-a-ServiceTinyML as-a-Service
TinyML as-a-Service
 
Reactive Programming by UniRx for Asynchronous & Event Processing
Reactive Programming by UniRx for Asynchronous & Event ProcessingReactive Programming by UniRx for Asynchronous & Event Processing
Reactive Programming by UniRx for Asynchronous & Event Processing
 
Scala Future & Promises
Scala Future & PromisesScala Future & Promises
Scala Future & Promises
 
Narayanan Sundaram, Research Scientist, Intel Labs at MLconf SF - 11/13/15
Narayanan Sundaram, Research Scientist, Intel Labs at MLconf SF - 11/13/15Narayanan Sundaram, Research Scientist, Intel Labs at MLconf SF - 11/13/15
Narayanan Sundaram, Research Scientist, Intel Labs at MLconf SF - 11/13/15
 
Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...
Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...
Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + ...
 
function* - ES6, generators, and all that (JSRomandie meetup, February 2014)
function* - ES6, generators, and all that (JSRomandie meetup, February 2014)function* - ES6, generators, and all that (JSRomandie meetup, February 2014)
function* - ES6, generators, and all that (JSRomandie meetup, February 2014)
 

Ähnlich wie Overview Of Parallel Development - Ericnel

MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0
MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0
MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0
Thomas Conté
 
Unmanaged Parallelization via P/Invoke
Unmanaged Parallelization via P/InvokeUnmanaged Parallelization via P/Invoke
Unmanaged Parallelization via P/Invoke
Dmitri Nesteruk
 

Ähnlich wie Overview Of Parallel Development - Ericnel (20)

Parallel Extentions to the .NET Framework
Parallel Extentions to the .NET FrameworkParallel Extentions to the .NET Framework
Parallel Extentions to the .NET Framework
 
HPC Impact: EDA Telemetry Neural Networks
HPC Impact: EDA Telemetry Neural NetworksHPC Impact: EDA Telemetry Neural Networks
HPC Impact: EDA Telemetry Neural Networks
 
Scaling AI in production using PyTorch
Scaling AI in production using PyTorchScaling AI in production using PyTorch
Scaling AI in production using PyTorch
 
MTaulty_DevWeek_Parallel
MTaulty_DevWeek_ParallelMTaulty_DevWeek_Parallel
MTaulty_DevWeek_Parallel
 
Develop in ludicrous mode with azure serverless
Develop in ludicrous mode with azure serverlessDevelop in ludicrous mode with azure serverless
Develop in ludicrous mode with azure serverless
 
Considerations for Abstracting Complexities of a Real-Time ML Platform, Zhenz...
Considerations for Abstracting Complexities of a Real-Time ML Platform, Zhenz...Considerations for Abstracting Complexities of a Real-Time ML Platform, Zhenz...
Considerations for Abstracting Complexities of a Real-Time ML Platform, Zhenz...
 
Deep learning for FinTech
Deep learning for FinTechDeep learning for FinTech
Deep learning for FinTech
 
Interconnection Automation For All - Extended - MPS 2023
Interconnection Automation For All - Extended - MPS 2023Interconnection Automation For All - Extended - MPS 2023
Interconnection Automation For All - Extended - MPS 2023
 
MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0
MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0
MS Day EPITA 2010: Visual Studio 2010 et Framework .NET 4.0
 
Machine learning model to production
Machine learning model to productionMachine learning model to production
Machine learning model to production
 
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
 
Near real-time anomaly detection at Lyft
Near real-time anomaly detection at LyftNear real-time anomaly detection at Lyft
Near real-time anomaly detection at Lyft
 
Build 2019 Recap
Build 2019 RecapBuild 2019 Recap
Build 2019 Recap
 
Natural Laws of Software Performance
Natural Laws of Software PerformanceNatural Laws of Software Performance
Natural Laws of Software Performance
 
Unmanaged Parallelization via P/Invoke
Unmanaged Parallelization via P/InvokeUnmanaged Parallelization via P/Invoke
Unmanaged Parallelization via P/Invoke
 
Beyond Breakpoints: A Tour of Dynamic Analysis
Beyond Breakpoints: A Tour of Dynamic AnalysisBeyond Breakpoints: A Tour of Dynamic Analysis
Beyond Breakpoints: A Tour of Dynamic Analysis
 
Migration To Multi Core - Parallel Programming Models
Migration To Multi Core - Parallel Programming ModelsMigration To Multi Core - Parallel Programming Models
Migration To Multi Core - Parallel Programming Models
 
Exploring the Final Frontier of Data Center Orchestration: Network Elements -...
Exploring the Final Frontier of Data Center Orchestration: Network Elements -...Exploring the Final Frontier of Data Center Orchestration: Network Elements -...
Exploring the Final Frontier of Data Center Orchestration: Network Elements -...
 
Overview Of Parallel Development - Ericnel
Overview Of Parallel Development -  EricnelOverview Of Parallel Development -  Ericnel
Overview Of Parallel Development - Ericnel
 
Build 2016 - B880 - Top 6 Reasons to Move Your C++ Code to Visual Studio 2015
Build 2016 - B880 - Top 6 Reasons to Move Your C++ Code to Visual Studio 2015Build 2016 - B880 - Top 6 Reasons to Move Your C++ Code to Visual Studio 2015
Build 2016 - B880 - Top 6 Reasons to Move Your C++ Code to Visual Studio 2015
 

Mehr von ukdpe

Windows Phone 7: How (Not) to Fail Marketplace Ingestion
Windows Phone 7: How (Not) to Fail Marketplace IngestionWindows Phone 7: How (Not) to Fail Marketplace Ingestion
Windows Phone 7: How (Not) to Fail Marketplace Ingestion
ukdpe
 
Mike Ormond: Developing for Windows Phone 7
Mike Ormond: Developing for Windows Phone 7Mike Ormond: Developing for Windows Phone 7
Mike Ormond: Developing for Windows Phone 7
ukdpe
 
Microsoft UK TechDays - jQuery and ASP.NET
Microsoft UK TechDays - jQuery and ASP.NETMicrosoft UK TechDays - jQuery and ASP.NET
Microsoft UK TechDays - jQuery and ASP.NET
ukdpe
 
Microsoft UK TechDays - Top 10 ASP.NET 4.0 Features
Microsoft UK TechDays - Top 10 ASP.NET 4.0 FeaturesMicrosoft UK TechDays - Top 10 ASP.NET 4.0 Features
Microsoft UK TechDays - Top 10 ASP.NET 4.0 Features
ukdpe
 
Microsoft UK TechDays - ASP.NET 4.0 Overview
Microsoft UK TechDays - ASP.NET 4.0 OverviewMicrosoft UK TechDays - ASP.NET 4.0 Overview
Microsoft UK TechDays - ASP.NET 4.0 Overview
ukdpe
 
Mike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTP
Mike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTPMike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTP
Mike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTP
ukdpe
 
Mike Taulty TechDays 2010 Silverlight 4 - What's New?
Mike Taulty TechDays 2010 Silverlight 4 - What's New?Mike Taulty TechDays 2010 Silverlight 4 - What's New?
Mike Taulty TechDays 2010 Silverlight 4 - What's New?
ukdpe
 
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2
ukdpe
 
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1
ukdpe
 
Mike Taulty DevDays 2010 Silverlight MEF
Mike Taulty DevDays 2010 Silverlight MEFMike Taulty DevDays 2010 Silverlight MEF
Mike Taulty DevDays 2010 Silverlight MEF
ukdpe
 
Mike Taulty DevDays 2010 Silverlight 4 Networking
Mike Taulty DevDays 2010 Silverlight 4 NetworkingMike Taulty DevDays 2010 Silverlight 4 Networking
Mike Taulty DevDays 2010 Silverlight 4 Networking
ukdpe
 

Mehr von ukdpe (20)

Mike Ormond: Silverlight for Windows Phone 7 (UK TechDays)
Mike Ormond: Silverlight for Windows Phone 7 (UK TechDays)Mike Ormond: Silverlight for Windows Phone 7 (UK TechDays)
Mike Ormond: Silverlight for Windows Phone 7 (UK TechDays)
 
Windows Phone 7: How (Not) to Fail Marketplace Ingestion
Windows Phone 7: How (Not) to Fail Marketplace IngestionWindows Phone 7: How (Not) to Fail Marketplace Ingestion
Windows Phone 7: How (Not) to Fail Marketplace Ingestion
 
Mike Ormond: Developing for Windows Phone 7
Mike Ormond: Developing for Windows Phone 7Mike Ormond: Developing for Windows Phone 7
Mike Ormond: Developing for Windows Phone 7
 
Mike Taulty OData (NxtGen User Group UK)
Mike Taulty OData (NxtGen User Group UK)Mike Taulty OData (NxtGen User Group UK)
Mike Taulty OData (NxtGen User Group UK)
 
Microsoft UK TechDays - jQuery and ASP.NET
Microsoft UK TechDays - jQuery and ASP.NETMicrosoft UK TechDays - jQuery and ASP.NET
Microsoft UK TechDays - jQuery and ASP.NET
 
Microsoft UK TechDays - Top 10 ASP.NET 4.0 Features
Microsoft UK TechDays - Top 10 ASP.NET 4.0 FeaturesMicrosoft UK TechDays - Top 10 ASP.NET 4.0 Features
Microsoft UK TechDays - Top 10 ASP.NET 4.0 Features
 
Microsoft UK TechDays - ASP.NET 4.0 Overview
Microsoft UK TechDays - ASP.NET 4.0 OverviewMicrosoft UK TechDays - ASP.NET 4.0 Overview
Microsoft UK TechDays - ASP.NET 4.0 Overview
 
Mike Taulty MIX10 Silverlight 4 Patterns Frameworks
Mike Taulty MIX10 Silverlight 4 Patterns FrameworksMike Taulty MIX10 Silverlight 4 Patterns Frameworks
Mike Taulty MIX10 Silverlight 4 Patterns Frameworks
 
Mike Taulty MIX10 Silverlight 4 Accelerated Fundamentals
Mike Taulty MIX10 Silverlight 4 Accelerated FundamentalsMike Taulty MIX10 Silverlight 4 Accelerated Fundamentals
Mike Taulty MIX10 Silverlight 4 Accelerated Fundamentals
 
Mike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTP
Mike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTPMike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTP
Mike Taulty TechDays 2010 Silverlight and Windows Phone 7 CTP
 
Mike Taulty TechDays 2010 Silverlight 4 - What's New?
Mike Taulty TechDays 2010 Silverlight 4 - What's New?Mike Taulty TechDays 2010 Silverlight 4 - What's New?
Mike Taulty TechDays 2010 Silverlight 4 - What's New?
 
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 2
 
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1
Mike Taulty DevDays 2010 Silverlight 4 - What's New Part 1
 
Mike Taulty DevDays 2010 Silverlight MEF
Mike Taulty DevDays 2010 Silverlight MEFMike Taulty DevDays 2010 Silverlight MEF
Mike Taulty DevDays 2010 Silverlight MEF
 
Mike Taulty DevDays 2010 Silverlight 4 Networking
Mike Taulty DevDays 2010 Silverlight 4 NetworkingMike Taulty DevDays 2010 Silverlight 4 Networking
Mike Taulty DevDays 2010 Silverlight 4 Networking
 
Mike Taulty MIX10 Silverlight Frameworks and Patterns
Mike Taulty MIX10 Silverlight Frameworks and PatternsMike Taulty MIX10 Silverlight Frameworks and Patterns
Mike Taulty MIX10 Silverlight Frameworks and Patterns
 
Explaining The Cloud
Explaining The CloudExplaining The Cloud
Explaining The Cloud
 
Microsoft In Education - Steve Beswick
Microsoft In Education - Steve BeswickMicrosoft In Education - Steve Beswick
Microsoft In Education - Steve Beswick
 
How Microsoft Secures its Online Services [WHITEPAPER]
How Microsoft Secures its Online Services [WHITEPAPER]How Microsoft Secures its Online Services [WHITEPAPER]
How Microsoft Secures its Online Services [WHITEPAPER]
 
Overview of Microsoft App-V 4.5
Overview of Microsoft App-V 4.5Overview of Microsoft App-V 4.5
Overview of Microsoft App-V 4.5
 

Kürzlich hochgeladen

CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
giselly40
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 

Kürzlich hochgeladen (20)

How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 

Overview Of Parallel Development - Ericnel

  • 1. Overview of Parallel Development Eric Nelson http://geekswithblogs.net/iupdateable http://blogs.msdn.com/goto100 http://twitter.com/ericnel
  • 2.
  • 3.
  • 4. Buying a new Processor £100 - £300 2-3GHz 2 cores or 4 64-bit Core Core
  • 5. Buying a new Processor Core Core Core Core £200 - £500 2-3GHz 4 cores with HT 64-bit QuickPath Interconnect Memory Controller
  • 6. Where will it all end? Unisys ES7000 (7600R) used with kind permission of Mr Henk var der Valk, Unisys, NL
  • 7. Was it a wise purchase? Windows OS App 1 App 2 ... App 1 .NET CLR .NET Framework My Code
  • 8.
  • 9. What happened to “The Free Lunch”? Bad sequential code will run faster on a faster processor Just using parallel code is not enough Bad parallel code WILL NOT run faster on more cores
  • 10. Applications Can Scale Well Graphics Rendering – Physical Simulation -- Vision – Data Mining -- Analytics
  • 11.
  • 12.
  • 13.
  • 14.
  • 15. Visual Studio 2010 Tools / Programming Models / Runtimes 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 Tool Profiler Concurrency Analysis
  • 16.
  • 18. Task No Threading to Threading to Tasks
  • 19. User Mode Scheduler Program Thread CLR Thread Pool Global Queue Worker Thread 1 Worker Thread p
  • 20. User Mode Scheduler For Tasks 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
  • 21.
  • 22.
  • 24.
  • 25. P arallel LINQ
  • 26.
  • 27.

Hinweis der Redaktion

  1. 06/08/09 02:01 © 2008 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.