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PARALLEL PROGRAMMING-MODEL

  • Parallel programming model
  • Abstraction of parallel computer architecture

    In computing, a parallel programming model is an abstraction of parallel computer architecture, with which it is convenient to express algorithms and their

    Parallel programming model

    Parallel_programming_model

  • Programming model
  • Area of research

    A programming model is an execution model coupled to an API or a particular pattern of code. In this style, there are actually two execution models in

    Programming model

    Programming_model

  • Parallel computing
  • Programming paradigm in which many processes are executed simultaneously

    machine Manycore Parallel communication Parallel programming model Parallelization contract Serializability Synchronous programming Transputer Vector

    Parallel computing

    Parallel computing

    Parallel_computing

  • List of concurrent and parallel programming languages
  • synchronization constructs whose behavior is defined by a parallel execution model. A concurrent programming language is defined as one which uses the concept

    List of concurrent and parallel programming languages

    List_of_concurrent_and_parallel_programming_languages

  • Data parallelism
  • Parallelization across multiple processors in parallel computing environments

    the performance of a data parallel programming model. Locality of data depends on the memory accesses performed by the program as well as the size of the

    Data parallelism

    Data parallelism

    Data_parallelism

  • Dataflow programming
  • Computer programming paradigm

    In computer programming, dataflow programming is a programming paradigm that models a program as a directed graph of the data flowing between operations

    Dataflow programming

    Dataflow_programming

  • Massively parallel
  • Use of many processors to perform simultaneous operations

    parallel programming model for developing high-performance embedded system applications. Goodyear MPP was an early implementation of a massively parallel computer

    Massively parallel

    Massively_parallel

  • Programming paradigm
  • High-level computer programming conceptualization

    language and insert API calls to parallel execution models via a programming model. Such parallel programming models can be classified according to abstractions

    Programming paradigm

    Programming_paradigm

  • Bulk synchronous parallel
  • Model for designing parallel algorithms

    Dataflow programming Grid computing LogP machine Parallel computing Parallel programming model Leslie G. Valiant, A bridging model for parallel computation

    Bulk synchronous parallel

    Bulk_synchronous_parallel

  • Logic programming
  • Programming paradigm based on formal logic

    Logic programming is a programming, database, and knowledge representation paradigm based on formal logic. A logic program is a set of sentences in logical

    Logic programming

    Logic_programming

  • Chapel (programming language)
  • Parallel programming language

    Chapel, the Cascade High Productivity Language, is a parallel programming language that was developed by Cray, and later by Hewlett Packard Enterprise

    Chapel (programming language)

    Chapel_(programming_language)

  • Unified Parallel C
  • Extension of the C programming language

    Unified Parallel C (UPC) is an extension of the C programming language designed for high-performance computing on large-scale parallel machines, including

    Unified Parallel C

    Unified_Parallel_C

  • Parallel RAM
  • Abstract computer for designing parallel algorithms

    wait-free algorithms Random-access machine Parallel programming model XMTC Parallel external memory (Model) Fortune, Steven; Wyllie, James (1978-05-01)

    Parallel RAM

    Parallel_RAM

  • Partitioned global address space
  • Parallel programming model paradigm in computer science

    computer science, partitioned global address space (PGAS) is a parallel programming model paradigm. PGAS is typified by communication operations involving

    Partitioned global address space

    Partitioned_global_address_space

  • Actor model
  • Model of concurrent computation

    could be carried out in parallel. Decoupling the sender from communications sent was a fundamental advance of the actor model enabling asynchronous communication

    Actor model

    Actor_model

  • Single program, multiple data
  • Computing technique used to achieve parallelism

    style of parallel programming and can be considered a subcategory of MIMD in that it refers to MIMD execution of a given ("single") program. It is also

    Single program, multiple data

    Single_program,_multiple_data

  • NAMD
  • Molecular Dynamics Program) is computer software for molecular dynamics simulation, written using the Charm++ parallel programming model (not to be confused

    NAMD

    NAMD

  • Prefix sum
  • Sequence in computer science

    scan functions provided by a few programming languages and libraries: The directive-based OpenMP parallel programming model supports both inclusive and exclusive

    Prefix sum

    Prefix_sum

  • Z-level programming language
  • abstraction to implement a data parallel programming model. This is the reason why ZPL achieves such good performance: having no parallel directives or other forms

    Z-level programming language

    Z-level_programming_language

  • Declarative programming
  • Programming paradigm based on modeling the logic of a computation

    writing of parallel programs. Common declarative language paradigms include logic programming (e.g., Prolog, Datalog, answer set programming), and algebraic

    Declarative programming

    Declarative_programming

  • X10 (programming language)
  • Programming language by IBM

    Non-blocking algorithm Parallel programming model Unified Parallel C Ebcioğlu, Kemal; Saraswat, Vijay; Sarkar, Vivek. "X10: Programming for Hierarchical Parallelism

    X10 (programming language)

    X10_(programming_language)

  • Concurrent computing
  • Executing several computations during overlapping time periods

    system programming, with a concurrent programming model based on communicating sequential processes (CSP) Haskell – concurrent, and parallel functional

    Concurrent computing

    Concurrent_computing

  • Massively parallel processor array
  • Type of integrated circuit

    working in parallel, an MPPA chip can accomplish more demanding tasks than conventional chips. MPPAs are based on a software parallel programming model for developing

    Massively parallel processor array

    Massively_parallel_processor_array

  • Runtime system
  • Computer system that provides behavior needed by running code

    implementation details of parallel runtime systems. A notable example of a parallel runtime system is Cilk, a popular parallel programming model. The proto-runtime

    Runtime system

    Runtime_system

  • CUDA
  • Parallel computing platform and programming model

    parallel programming to use GPU resources, in contrast to prior APIs like Direct3D and OpenGL, which require advanced skills in graphics programming.

    CUDA

    CUDA

    CUDA

  • Execution model
  • Behavioral rules for all elements of a programming language

    Python, the execution model of the Unified Parallel C (UPC) programming language, a discussion of various classes of execution model such as for imperative

    Execution model

    Execution_model

  • Lightweight kernel operating system
  • time available to a parallel application. A very common parallel programming model is referred to as the bulk synchronous parallel model which often employs

    Lightweight kernel operating system

    Lightweight_kernel_operating_system

  • Algorithmic skeleton
  • Parallel programming model

    high-level parallel programming model for parallel and distributed computing. Algorithmic skeletons take advantage of common programming patterns to

    Algorithmic skeleton

    Algorithmic_skeleton

  • Thread (computing)
  • Component of a computer process

    interpreters. In programming models such as CUDA designed for data parallel computation, an array of threads run the same code in parallel using only its

    Thread (computing)

    Thread (computing)

    Thread_(computing)

  • Halide (programming language)
  • Computer programming language designed for digital image processing

    Photoshop also uses Halide. Cuneiform (programming language) Algorithmic skeleton Parallel programming model Hardesty, Larry (2012-08-02). "Writing graphics

    Halide (programming language)

    Halide_(programming_language)

  • Distributed computing
  • System with multiple networked computers

    displaying short descriptions of redirect targets Parallel programming model – Abstraction of parallel computer architecture Shared nothing architecture –

    Distributed computing

    Distributed_computing

  • Computer cluster
  • Set of computers configured in a distributed computing system

    parallel programming models can be used to effectuate a higher degree of parallelism via the simultaneous execution of separate portions of a program

    Computer cluster

    Computer cluster

    Computer_cluster

  • Parallelization contract
  • The parallelization contract or PACT programming model is a generalization of the MapReduce programming model and uses second order functions to perform

    Parallelization contract

    Parallelization_contract

  • Communicating sequential processes
  • Formal model in concurrency theory

    highly influential in the design of the occam programming language and also influenced the design of programming languages such as Limbo, RaftLib, Erlang,

    Communicating sequential processes

    Communicating_sequential_processes

  • Go (programming language)
  • Programming language

    Descent Into Limbo". "The Go Memory Model". Retrieved January 5, 2011. Tang, Peiyi (2010). Multi-core parallel programming in Go (PDF). Proc. First International

    Go (programming language)

    Go (programming language)

    Go_(programming_language)

  • Message Passing Interface
  • Message-passing system for parallel computers

    standard parallel message passing. Threaded shared-memory programming models (such as Pthreads and OpenMP) and message-passing programming (MPI/PVM)

    Message Passing Interface

    Message_Passing_Interface

  • Non-uniform memory access
  • Computer memory design used in multiprocessing

    descriptions of redirect targets Partitioned global address space – Parallel programming model paradigm in computer science Scratchpad memory (SPM) Uniform memory

    Non-uniform memory access

    Non-uniform memory access

    Non-uniform_memory_access

  • Divide-and-conquer algorithm
  • Algorithms which recursively solve subproblems

    Mathematical induction – Form of mathematical proof MapReduce – Parallel programming model Heuristic (computer science) – Type of algorithm, produces approximately

    Divide-and-conquer algorithm

    Divide-and-conquer_algorithm

  • OpenMP
  • Open standard for parallelizing

    to the supercomputer. An application built with the hybrid model of parallel programming can run on a computer cluster using both OpenMP and Message

    OpenMP

    OpenMP

    OpenMP

  • Automatic parallelization
  • Method of improving computer program speed

    original on 14 July 2014. Rünger, Gudula (2006). "Parallel Programming Models for Irregular Algorithms". Parallel Algorithms and Cluster Computing. Lecture Notes

    Automatic parallelization

    Automatic_parallelization

  • Explicit multi-threading
  • for building and programming parallel computers designed around the parallel random-access machine (PRAM) parallel computational model. A more direct explanation

    Explicit multi-threading

    Explicit_multi-threading

  • MapReduce
  • Parallel programming model

    MapReduce is a programming model and an associated implementation for processing and generating big data sets with a parallel and distributed algorithm

    MapReduce

    MapReduce

  • R (programming language)
  • Programming language for statistics

    Gentleman as a programming language to teach introductory statistics at the University of Auckland. The language was inspired by the S programming language

    R (programming language)

    R (programming language)

    R_(programming_language)

  • Parallel Ocean Program
  • Ocean circulation model

    The Parallel Ocean Program (POP) is a three-dimensional ocean circulation model designed primarily for studying the ocean climate system. The model is

    Parallel Ocean Program

    Parallel_Ocean_Program

  • Stream processing
  • Computer programming paradigm

    dataflow programming, reactive programming, and distributed data processing. Stream processing systems use streaming algorithms to trace parallel processing

    Stream processing

    Stream_processing

  • Process-oriented programming
  • Programming paradigm

    Process-oriented programming is a programming paradigm that separates the concerns of data structures and the concurrent processes that act upon them.

    Process-oriented programming

    Process-oriented_programming

  • Extended parallel process model
  • How individuals react to fear-inducing messages

    The extended parallel process model (EPPM) is a fear appeal theory developed by communications scholar Kim Witte that illustrates how individuals react

    Extended parallel process model

    Extended_parallel_process_model

  • PGAS
  • Topics referred to by the same term

    PGAS may refer to: Partitioned global address space, a parallel programming model in computer science Provisional Government of Autonomous Siberia, an

    PGAS

    PGAS

  • Fork–join model
  • Way of setting up and executing parallel computer programs

    In parallel computing, the fork–join model is a way of setting up and executing parallel programs, such that execution branches off in parallel at designated

    Fork–join model

    Fork–join model

    Fork–join_model

  • SYCL
  • Higher-level programming standard for heterogeneous computing

    SYCL (pronounced "sickle") is a higher-level programming model to improve programming productivity on various hardware accelerators. It is a single-source

    SYCL

    SYCL

    SYCL

  • Datalog
  • Declarative logic programming language

    logic programming language. While it is syntactically a subset of Prolog, Datalog generally uses a bottom-up rather than top-down evaluation model. This

    Datalog

    Datalog

  • List of C-family programming languages
  • The C-family programming languages share significant features of the C programming language. Many of these 70 languages were influenced by C due to its

    List of C-family programming languages

    List of C-family programming languages

    List_of_C-family_programming_languages

  • General-purpose computing on graphics processing units
  • Use of a GPU for computations typically assigned to CPUs

    and C#. Alea GPU also provides a simplified GPU programming model based on GPU parallel-for and parallel aggregate using delegates and automatic memory

    General-purpose computing on graphics processing units

    General-purpose_computing_on_graphics_processing_units

  • Concurrency (computer science)
  • Ability to execute a task in a non-serial manner

    (CONCUR) OpenMP Parallel computing Partitioned global address space Pony (programming language) Processes Ptolemy Project Rust (programming language) Sheaf

    Concurrency (computer science)

    Concurrency_(computer_science)

  • Performance portability
  • Portability across Diverse Computer Architectures analyzed multiple parallel programming models across a diverse set of architectures in order to determine the

    Performance portability

    Performance_portability

  • Data I/O
  • American electronics products business

    allow the reading and programming of a variety of memory devices. In the early 1980s, the System 29 series emerged. The first model, the 29A, added user

    Data I/O

    Data I/O

    Data_I/O

  • Parallel Patterns Library
  • is done by the library. MSDN describes the Parallel Patterns Library as an "imperative programming model that promotes scalability and ease-of-use for

    Parallel Patterns Library

    Parallel_Patterns_Library

  • Symmetric multiprocessing
  • Equal sharing of all resources by multiple identical processors

    sacrifice of programmability: Serious programming challenges remain with this kind of architecture because it requires two distinct modes of programming, one

    Symmetric multiprocessing

    Symmetric multiprocessing

    Symmetric_multiprocessing

  • Reactive programming
  • Programming paradigm based on asynchronous data streams

    In computing, reactive programming is a declarative programming paradigm concerned with data streams and the propagation of change. With this paradigm

    Reactive programming

    Reactive_programming

  • Large language model
  • Type of machine learning model

    into other programming languages. They were originally used as a code completion tool, but advances have moved them towards automatic programming. Services

    Large language model

    Large_language_model

  • LogP machine
  • The LogP machine is a model for parallel computation. It aims at being more practical than the PRAM model while still allowing for easy analysis of computation

    LogP machine

    LogP_machine

  • Multi-core processor
  • Microprocessor with more than one processing unit

    microcode or picocode. Parallel programming techniques can benefit from multiple cores directly. Some existing parallel programming models such as Cilk Plus

    Multi-core processor

    Multi-core processor

    Multi-core_processor

  • Iterative Stencil Loops
  • Class of data processing algorithms

    Kento Sato, and Satoshi Matsuoka (2011) Physis: An Implicitly Parallel Programming Model for Stencil Computations on Large-Scale GPU-Accelerated Supercomputers

    Iterative Stencil Loops

    Iterative Stencil Loops

    Iterative_Stencil_Loops

  • Impulse C
  • with a C-compatible function library supporting parallel programming, in particular for programming of applications targeting FPGA devices. It is developed

    Impulse C

    Impulse_C

  • Reduction operator
  • Computer science concept

    of programming models such as Map Reduce, where a reduction operator is applied (mapped) to all elements before they are reduced. Other parallel algorithms

    Reduction operator

    Reduction_operator

  • Thread pool
  • Software design pattern

    358s Computer programming portal Asynchrony (computer programming) Object pool pattern Concurrency pattern Grand Central Dispatch Parallel Extensions (

    Thread pool

    Thread pool

    Thread_pool

  • NESL
  • a parallel programming language developed at Carnegie Mellon by the SCandAL project and released in 1993. It integrates various ideas from parallel algorithms

    NESL

    NESL

  • Trilinos
  • package, which provides a common C++ interface over various parallel programming models, including OpenMP, POSIX Threads, and CUDA. Most Trilinos packages

    Trilinos

    Trilinos

  • Computation offloading
  • Transfer of computational tasks to a separate processor or an external platform

    and low latency for communication between nodes. In a shared memory model, parallel processes have access to all memory as a global address space. Multiple

    Computation offloading

    Computation_offloading

  • Parallel Extensions
  • .NET managed concurrency library

    APIs Async model Parallel LINQ TPL LINQ EF WPF WCF WF WCS WinForms ASP.NET ADO.NET Framework Class Library Common Language Runtime Parallel Extensions

    Parallel Extensions

    Parallel Extensions

    Parallel_Extensions

  • Synchronous programming language
  • Programming language for programming reactive systems

    The SIGNAL programming language. Unification of Synchronous and Asynchronous Models for Parallel Programming Languages —Proposes parallel languages based

    Synchronous programming language

    Synchronous_programming_language

  • DeepSeek
  • Chinese artificial intelligence company

    Each expert model was trained to generate just synthetic reasoning data in one specific domain (math, programming, logic). Expert models were used instead

    DeepSeek

    DeepSeek

  • C (programming language)
  • General-purpose programming language

    Unified Parallel C are nearly supersets of C. Comparison of Pascal and C Comparison of programming languages List of C compilers List of C programming books

    C (programming language)

    C (programming language)

    C_(programming_language)

  • OneAPI (compute acceleration)
  • Open standard for parallel computing

    specification extends existing developer programming models to enable multiple hardware architectures through a data-parallel language, a set of library APIs,

    OneAPI (compute acceleration)

    OneAPI_(compute_acceleration)

  • Task parallelism
  • Form of parallelization of computer code

    and VHDL. Algorithmic skeleton Data parallelism Fork–join model Parallel programming model Reinders, James (10 September 2007). "Understanding task and

    Task parallelism

    Task_parallelism

  • Esterel
  • Programming language

    Esterel is a synchronous programming language for the development of complex reactive systems. The imperative programming style of Esterel allows the simple

    Esterel

    Esterel

  • Split-C
  • is a parallel extension of the C programming language. The Split-C project website describes Split-C as: a parallel extension of the C programming language

    Split-C

    Split-C

  • Parallel Web Systems
  • Artificial intelligence company

    develops application programming interfaces (APIs) and a web index designed for use by AI agents rather than human users. Parallel Web Systems was co-founded

    Parallel Web Systems

    Parallel_Web_Systems

  • Futures and promises
  • Computer science constructs

    and deferreds are constructs used for synchronizing program execution in some concurrent programming languages. Each is an object that acts as a proxy for

    Futures and promises

    Futures_and_promises

  • Global Address Space Programming Interface
  • Application programming interface

    Programming Interface (GPI) is an application programming interface (API) for the development of scalable, asynchronous and fault tolerant parallel applications

    Global Address Space Programming Interface

    Global_Address_Space_Programming_Interface

  • Comparison of multi-paradigm programming languages
  • Programming languages can be grouped by the number and types of paradigms supported. A concise reference for the programming paradigms listed in this article

    Comparison of multi-paradigm programming languages

    Comparison_of_multi-paradigm_programming_languages

  • Glasgow Haskell Compiler
  • Compiler for Haskell programming language

    monadic I/O, mutable arrays, unboxed data types, concurrent and parallel programming models (such as software transactional memory and data parallelism)

    Glasgow Haskell Compiler

    Glasgow_Haskell_Compiler

  • Leslie Valiant
  • British American computer scientist

    open-source projects to add explicit BSP programming as well as other high-performance parallel programming models derived from BSP. Popular examples are

    Leslie Valiant

    Leslie Valiant

    Leslie_Valiant

  • Plurality (company)
  • multiprocessor system of this apparatus is also described." Parallel computing Parallel programming model Speedup Task parallelism Plurality's Profile "Multicore

    Plurality (company)

    Plurality (company)

    Plurality_(company)

  • List of programming languages
  • index to notable programming languages, in current or historical use. Dialects of BASIC (which have their own page), esoteric programming languages, and

    List of programming languages

    List_of_programming_languages

  • Concurrent Collections
  • Programming model for software frameworks

    collections parallel programming model (PDF). DAMP '09. Proceedings of the 4th workshop on Declarative aspects of multicore programming. pp. 47–58. doi:10

    Concurrent Collections

    Concurrent_Collections

  • F Sharp (programming language)
  • Microsoft programming language

    strongly typed, multi-paradigm programming language that encompasses functional, imperative, and object-oriented programming methods. It is most often used

    F Sharp (programming language)

    F Sharp (programming language)

    F_Sharp_(programming_language)

  • Parallel multidimensional digital signal processing
  • Digital processing technique

    Parallel multidimensional digital signal processing (mD-DSP) is defined as the application of parallel programming and multiprocessing to digital signal

    Parallel multidimensional digital signal processing

    Parallel_multidimensional_digital_signal_processing

  • Intel Array Building Blocks
  • C++ programming library developed by Intel Corporation

    computations. By default, ArBB programs cannot create data races or deadlocks. Intel Ct was a parallel programming model developed by Intel in 2007 for

    Intel Array Building Blocks

    Intel_Array_Building_Blocks

  • Coarray Fortran
  • Fortran parallel programming extension

    coarray-based extensions to Fortran designed to provide a productive parallel programming model. Compared to Fortran 2008, Rice's new coarray-based language extensions

    Coarray Fortran

    Coarray_Fortran

  • Parallel port
  • Computer interface

    Parallel Port interfacing with Windows NT/2000/XP Parallel port complete: programming, interfacing & using the PC's parallel printer port PyParallel -

    Parallel port

    Parallel port

    Parallel_port

  • HPCC
  • High-performance computer cluster

    The HPCC platform also includes a data-centric declarative programming language for parallel data processing called ECL. The public release of HPCC was

    HPCC

    HPCC

  • Parallel external memory
  • computer science, a parallel external memory (PEM) model is a cache-aware, external-memory abstract machine. It is the parallel-computing analogy to

    Parallel external memory

    Parallel external memory

    Parallel_external_memory

  • Elixir (programming language)
  • Programming language running on the Erlang virtual machine

    high-level general-purpose programming language that runs on the BEAM virtual machine, which is also used to implement the Erlang programming language. Elixir builds

    Elixir (programming language)

    Elixir_(programming_language)

  • D (programming language)
  • Multi-paradigm system programming language

    D is a systems programming language. Like C++, and unlike application languages such as Java and C#, D supports low-level programming, including inline

    D (programming language)

    D (programming language)

    D_(programming_language)

  • SWAR
  • Parallel processing technique

    parallel programming model that would allow the programming to target the model without knowing the specifics of the target architecture. This model would

    SWAR

    SWAR

  • Flowchart
  • Diagram that represents a workflow or process

    interactive computer terminals and third-generation programming languages became common tools for computer programming, since algorithms can be expressed more concisely

    Flowchart

    Flowchart

    Flowchart

  • Charm++
  • Similar to C++ programming language

    Charm++ is a parallel object-oriented programming paradigm based on C++ and developed in the Parallel Programming Laboratory at the University of Illinois

    Charm++

    Charm++

  • List of Fortran software and tools
  • Fortran software and development tools

    parallel programming support through compiler directives Coarray Fortran — parallel programming model introduced in Fortran 2008 ScaLAPACK — parallel

    List of Fortran software and tools

    List_of_Fortran_software_and_tools

  • Thread block (CUDA programming)
  • Programming abstraction

    blocks to operate in parallel and to use all available multiprocessors. CUDA is a parallel computing platform and programming model that higher level languages

    Thread block (CUDA programming)

    Thread_block_(CUDA_programming)

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