SlideShare une entreprise Scribd logo
1  sur  16
OpenMP and C++ Sb î rlea Drago ș
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Why use C++ and OpenMP? ,[object Object],[object Object],[object Object]
Why are there problems? ,[object Object],[object Object],[object Object]
Objects in OpenMP clauses
Objects in OpenMP clauses ,[object Object],[object Object]
Objects in OpenMP clauses ,[object Object],[object Object],[object Object]
Objects in OpenMP clauses ,[object Object],[object Object]
Objects in OpenMP clauses ,[object Object],[object Object]
Parallelization of C++ loops ,[object Object],[object Object],[object Object]
STL Iterator problem
STL Iterator problem
High Level code Parallelization ,[object Object],[object Object],[object Object]
STL datatypes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reference ,[object Object],[object Object]
Questions? ,[object Object]

Contenu connexe

Tendances

Presentation on Shared Memory Parallel Programming
Presentation on Shared Memory Parallel ProgrammingPresentation on Shared Memory Parallel Programming
Presentation on Shared Memory Parallel ProgrammingVengada Karthik Rangaraju
 
Open mp library functions and environment variables
Open mp library functions and environment variablesOpen mp library functions and environment variables
Open mp library functions and environment variablesSuveeksha
 
Introduction to OpenMP (Performance)
Introduction to OpenMP (Performance)Introduction to OpenMP (Performance)
Introduction to OpenMP (Performance)Akhila Prabhakaran
 
Programming using Open Mp
Programming using Open MpProgramming using Open Mp
Programming using Open MpAnshul Sharma
 
Numba: Flexible analytics written in Python with machine-code speeds and avo...
Numba:  Flexible analytics written in Python with machine-code speeds and avo...Numba:  Flexible analytics written in Python with machine-code speeds and avo...
Numba: Flexible analytics written in Python with machine-code speeds and avo...PyData
 
Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...
Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...
Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...Takuo Watanabe
 
Buzzwords Numba Presentation
Buzzwords Numba PresentationBuzzwords Numba Presentation
Buzzwords Numba Presentationkammeyer
 
Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...
Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...
Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...Intel® Software
 
A Language Support for Exhaustive Fault-Injection in Message-Passing System M...
A Language Support for Exhaustive Fault-Injection in Message-Passing System M...A Language Support for Exhaustive Fault-Injection in Message-Passing System M...
A Language Support for Exhaustive Fault-Injection in Message-Passing System M...Takuo Watanabe
 

Tendances (20)

MPI n OpenMP
MPI n OpenMPMPI n OpenMP
MPI n OpenMP
 
Presentation on Shared Memory Parallel Programming
Presentation on Shared Memory Parallel ProgrammingPresentation on Shared Memory Parallel Programming
Presentation on Shared Memory Parallel Programming
 
Open mp library functions and environment variables
Open mp library functions and environment variablesOpen mp library functions and environment variables
Open mp library functions and environment variables
 
Open mp directives
Open mp directivesOpen mp directives
Open mp directives
 
Open mp
Open mpOpen mp
Open mp
 
OpenMp
OpenMpOpenMp
OpenMp
 
Openmp
OpenmpOpenmp
Openmp
 
Introduction to OpenMP
Introduction to OpenMPIntroduction to OpenMP
Introduction to OpenMP
 
Introduction to OpenMP (Performance)
Introduction to OpenMP (Performance)Introduction to OpenMP (Performance)
Introduction to OpenMP (Performance)
 
Programming using Open Mp
Programming using Open MpProgramming using Open Mp
Programming using Open Mp
 
Parallel Programming
Parallel ProgrammingParallel Programming
Parallel Programming
 
Parllelizaion
ParllelizaionParllelizaion
Parllelizaion
 
Numba: Flexible analytics written in Python with machine-code speeds and avo...
Numba:  Flexible analytics written in Python with machine-code speeds and avo...Numba:  Flexible analytics written in Python with machine-code speeds and avo...
Numba: Flexible analytics written in Python with machine-code speeds and avo...
 
Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...
Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...
Towards an Integration of the Actor Model in an FRP Language for Small-Scale ...
 
Buzzwords Numba Presentation
Buzzwords Numba PresentationBuzzwords Numba Presentation
Buzzwords Numba Presentation
 
Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...
Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...
Accelerate Your Python* Code through Profiling, Tuning, and Compilation Part ...
 
Numba Overview
Numba OverviewNumba Overview
Numba Overview
 
Lecture8
Lecture8Lecture8
Lecture8
 
A Language Support for Exhaustive Fault-Injection in Message-Passing System M...
A Language Support for Exhaustive Fault-Injection in Message-Passing System M...A Language Support for Exhaustive Fault-Injection in Message-Passing System M...
A Language Support for Exhaustive Fault-Injection in Message-Passing System M...
 
Multicore
MulticoreMulticore
Multicore
 

Similaire à OpenMP And C++

Numerical Simulation of Nonlinear Mechanical Problems using Metafor
Numerical Simulation of Nonlinear Mechanical Problems using MetaforNumerical Simulation of Nonlinear Mechanical Problems using Metafor
Numerical Simulation of Nonlinear Mechanical Problems using MetaforRomain Boman
 
Threads and multi threading
Threads and multi threadingThreads and multi threading
Threads and multi threadingAntonio Cesarano
 
Atlanta Spark User Meetup 09 22 2016
Atlanta Spark User Meetup 09 22 2016Atlanta Spark User Meetup 09 22 2016
Atlanta Spark User Meetup 09 22 2016Chris Fregly
 
Model-Based Co-Evolution of Production Systems and their Libraries with Auto...
Model-Based Co-Evolution of Production Systems and their Libraries with Auto...Model-Based Co-Evolution of Production Systems and their Libraries with Auto...
Model-Based Co-Evolution of Production Systems and their Libraries with Auto...Luca Berardinelli
 
Heap and stack space in java
Heap and stack space in javaHeap and stack space in java
Heap and stack space in javaTalha Ocakçı
 
Hs java open_party
Hs java open_partyHs java open_party
Hs java open_partyOpen Party
 
A Domain-Specific Embedded Language for Programming Parallel Architectures.
A Domain-Specific Embedded Language for Programming Parallel Architectures.A Domain-Specific Embedded Language for Programming Parallel Architectures.
A Domain-Specific Embedded Language for Programming Parallel Architectures.Jason Hearne-McGuiness
 
Porting a Streaming Pipeline from Scala to Rust
Porting a Streaming Pipeline from Scala to RustPorting a Streaming Pipeline from Scala to Rust
Porting a Streaming Pipeline from Scala to RustEvan Chan
 
Suyash Thesis Presentation
Suyash Thesis PresentationSuyash Thesis Presentation
Suyash Thesis PresentationTanvee Katyal
 
Whats New in Visual Studio 2012 for C++ Developers
Whats New in Visual Studio 2012 for C++ DevelopersWhats New in Visual Studio 2012 for C++ Developers
Whats New in Visual Studio 2012 for C++ DevelopersRainer Stropek
 
Spark Summit EU talk by Mikhail Semeniuk Hollin Wilkins
Spark Summit EU talk by Mikhail Semeniuk Hollin WilkinsSpark Summit EU talk by Mikhail Semeniuk Hollin Wilkins
Spark Summit EU talk by Mikhail Semeniuk Hollin WilkinsSpark Summit
 
Os Reindersfinal
Os ReindersfinalOs Reindersfinal
Os Reindersfinaloscon2007
 
Os Reindersfinal
Os ReindersfinalOs Reindersfinal
Os Reindersfinaloscon2007
 
Charles Sharp: Java 8 Streams
Charles Sharp: Java 8 StreamsCharles Sharp: Java 8 Streams
Charles Sharp: Java 8 Streamsjessitron
 
A Survey of Concurrency Constructs
A Survey of Concurrency ConstructsA Survey of Concurrency Constructs
A Survey of Concurrency ConstructsTed Leung
 
Inside LoLA - Experiences from building a state space tool for place transiti...
Inside LoLA - Experiences from building a state space tool for place transiti...Inside LoLA - Experiences from building a state space tool for place transiti...
Inside LoLA - Experiences from building a state space tool for place transiti...Universität Rostock
 
Parallelization of Coupled Cluster Code with OpenMP
Parallelization of Coupled Cluster Code with OpenMPParallelization of Coupled Cluster Code with OpenMP
Parallelization of Coupled Cluster Code with OpenMPAnil Bohare
 
Pretzel: optimized Machine Learning framework for low-latency and high throug...
Pretzel: optimized Machine Learning framework for low-latency and high throug...Pretzel: optimized Machine Learning framework for low-latency and high throug...
Pretzel: optimized Machine Learning framework for low-latency and high throug...NECST Lab @ Politecnico di Milano
 

Similaire à OpenMP And C++ (20)

Numerical Simulation of Nonlinear Mechanical Problems using Metafor
Numerical Simulation of Nonlinear Mechanical Problems using MetaforNumerical Simulation of Nonlinear Mechanical Problems using Metafor
Numerical Simulation of Nonlinear Mechanical Problems using Metafor
 
Threads and multi threading
Threads and multi threadingThreads and multi threading
Threads and multi threading
 
Atlanta Spark User Meetup 09 22 2016
Atlanta Spark User Meetup 09 22 2016Atlanta Spark User Meetup 09 22 2016
Atlanta Spark User Meetup 09 22 2016
 
Model-Based Co-Evolution of Production Systems and their Libraries with Auto...
Model-Based Co-Evolution of Production Systems and their Libraries with Auto...Model-Based Co-Evolution of Production Systems and their Libraries with Auto...
Model-Based Co-Evolution of Production Systems and their Libraries with Auto...
 
Heap and stack space in java
Heap and stack space in javaHeap and stack space in java
Heap and stack space in java
 
Java 7 & 8 - A&BP CC
Java 7 & 8 - A&BP CCJava 7 & 8 - A&BP CC
Java 7 & 8 - A&BP CC
 
Hs java open_party
Hs java open_partyHs java open_party
Hs java open_party
 
A Domain-Specific Embedded Language for Programming Parallel Architectures.
A Domain-Specific Embedded Language for Programming Parallel Architectures.A Domain-Specific Embedded Language for Programming Parallel Architectures.
A Domain-Specific Embedded Language for Programming Parallel Architectures.
 
Porting a Streaming Pipeline from Scala to Rust
Porting a Streaming Pipeline from Scala to RustPorting a Streaming Pipeline from Scala to Rust
Porting a Streaming Pipeline from Scala to Rust
 
Suyash Thesis Presentation
Suyash Thesis PresentationSuyash Thesis Presentation
Suyash Thesis Presentation
 
Whats New in Visual Studio 2012 for C++ Developers
Whats New in Visual Studio 2012 for C++ DevelopersWhats New in Visual Studio 2012 for C++ Developers
Whats New in Visual Studio 2012 for C++ Developers
 
Spark Summit EU talk by Mikhail Semeniuk Hollin Wilkins
Spark Summit EU talk by Mikhail Semeniuk Hollin WilkinsSpark Summit EU talk by Mikhail Semeniuk Hollin Wilkins
Spark Summit EU talk by Mikhail Semeniuk Hollin Wilkins
 
Os Reindersfinal
Os ReindersfinalOs Reindersfinal
Os Reindersfinal
 
Os Reindersfinal
Os ReindersfinalOs Reindersfinal
Os Reindersfinal
 
Charles Sharp: Java 8 Streams
Charles Sharp: Java 8 StreamsCharles Sharp: Java 8 Streams
Charles Sharp: Java 8 Streams
 
A Survey of Concurrency Constructs
A Survey of Concurrency ConstructsA Survey of Concurrency Constructs
A Survey of Concurrency Constructs
 
Inside LoLA - Experiences from building a state space tool for place transiti...
Inside LoLA - Experiences from building a state space tool for place transiti...Inside LoLA - Experiences from building a state space tool for place transiti...
Inside LoLA - Experiences from building a state space tool for place transiti...
 
Parallelization of Coupled Cluster Code with OpenMP
Parallelization of Coupled Cluster Code with OpenMPParallelization of Coupled Cluster Code with OpenMP
Parallelization of Coupled Cluster Code with OpenMP
 
Pretzel: optimized Machine Learning framework for low-latency and high throug...
Pretzel: optimized Machine Learning framework for low-latency and high throug...Pretzel: optimized Machine Learning framework for low-latency and high throug...
Pretzel: optimized Machine Learning framework for low-latency and high throug...
 
Operating System lab
Operating System labOperating System lab
Operating System lab
 

Plus de Dragos Sbîrlea

Plus de Dragos Sbîrlea (6)

SOA Architecture Example
SOA Architecture ExampleSOA Architecture Example
SOA Architecture Example
 
INCITE - INtegrated Components for Interactive TEaching
INCITE - INtegrated Components for Interactive TEachingINCITE - INtegrated Components for Interactive TEaching
INCITE - INtegrated Components for Interactive TEaching
 
JAWS
JAWSJAWS
JAWS
 
OGSA
OGSAOGSA
OGSA
 
Interfete4 Web
Interfete4 WebInterfete4 Web
Interfete4 Web
 
Interfete Web
Interfete WebInterfete Web
Interfete Web
 

Dernier

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfSeasiaInfotech2
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 

Dernier (20)

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdf
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 

OpenMP And C++