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PARALLEL PROCESSING

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

    heavily optimized for computer graphics processing. Computer graphics processing is a field dominated by data parallel operations—particularly linear algebra

    Parallel computing

    Parallel computing

    Parallel_computing

  • Parallel processing
  • Topics referred to by the same term

    Parallel processing may refer to: Parallel computing Parallel processing (DSP implementation), parallel processing in digital signal processing Parallel

    Parallel processing

    Parallel_processing

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

    computations in parallel. GPUs are massively parallel architecture with tens of thousands of threads. One approach is grid computing, where the processing power

    Massively parallel

    Massively_parallel

  • Parallel processing (psychology)
  • Brain processing function

    psychology, parallel processing is the ability of the brain to simultaneously process incoming stimuli of differing quality. Parallel processing is associated

    Parallel processing (psychology)

    Parallel_processing_(psychology)

  • Parallel process
  • Phenomenon noted in clinical supervision of therapy

    Parallel process is a phenomenon noted in clinical supervision by therapist and supervisor, whereby the therapist recreates, or parallels, the client's

    Parallel process

    Parallel_process

  • Parallel processing (DSP implementation)
  • In digital signal processing (DSP), parallel processing is a technique duplicating function units to operate different tasks (signals) simultaneously

    Parallel processing (DSP implementation)

    Parallel_processing_(DSP_implementation)

  • Massively parallel processor array
  • Type of integrated circuit

    massively parallel processor array, also known as a multi purpose processor array (MPPA) is a type of integrated circuit which has a massively parallel array

    Massively parallel processor array

    Massively_parallel_processor_array

  • High Efficiency Video Coding
  • Video compression format, succeeds H.264/MPEG-4 AVC

    264/MPEG-4 AVC was support for higher resolution video and improved parallel processing methods. HEVC is targeted at next-generation HDTV displays and content

    High Efficiency Video Coding

    High_Efficiency_Video_Coding

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

    General-purpose computing on graphics processing units (GPGPU, or less often GPGP) is the use of a graphics processing unit (GPU), which typically handles

    General-purpose computing on graphics processing units

    General-purpose_computing_on_graphics_processing_units

  • Embarrassingly parallel
  • Problem easily dividable into parallel tasks

    A common example of an embarrassingly parallel problem is 3D video rendering handled by a graphics processing unit, where each frame (forward method)

    Embarrassingly parallel

    Embarrassingly_parallel

  • Stream processing
  • Computer programming paradigm

    floating-point units, graphics processing units, and field-programmable gate arrays. The stream processing paradigm simplifies parallel software and hardware by

    Stream processing

    Stream_processing

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

    ways of message processing: a perceived efficacy appraisal (cognitive processing) and a perceived threat appraisal (emotional processing). Differences in

    Extended parallel process model

    Extended_parallel_process_model

  • Cube-connected cycles
  • Undirected cubic graph derived from a hypercube graph

    processor. Preparata and Vuillemin showed that a planar layout based on this network has optimal area × time2 complexity for many parallel processing

    Cube-connected cycles

    Cube-connected cycles

    Cube-connected_cycles

  • International Parallel and Distributed Processing Symposium
  • The International Parallel and Distributed Processing Symposium (or IPDPS) is an annual conference for engineers and scientists to present recent findings

    International Parallel and Distributed Processing Symposium

    International_Parallel_and_Distributed_Processing_Symposium

  • Flowchart
  • Diagram that represents a workflow or process

    are: Parallel Mode is represented by two horizontal lines at the beginning or ending of simultaneous operations For parallel and concurrent processing the

    Flowchart

    Flowchart

    Flowchart

  • Prefix sum
  • Sequence in computer science

    Vishkin. Many parallel implementations follow a two pass procedure where partial prefix sums are calculated in the first pass on each processing unit; the

    Prefix sum

    Prefix_sum

  • Explicitly parallel instruction computing
  • Instruction set architecture

    & Gluck, Frederick G., "Parallel processing method and apparatus for increasing processing throughout by parallel processing low level instructions having

    Explicitly parallel instruction computing

    Explicitly_parallel_instruction_computing

  • Central processing unit
  • Central computer component that executes instructions

    A central processing unit (CPU), also known as a central processor, main processor, or simply processor, is the primary processor in a given computer

    Central processing unit

    Central processing unit

    Central_processing_unit

  • CPU time
  • Time used by a computer

    CPU time (or process time) is the amount of time that a central processing unit (CPU) was used for processing a specific set of instructions of a computer

    CPU time

    CPU time

    CPU_time

  • Image processor
  • Specialized digital signal processor used for image processing

    image processor, also known as an image processing engine, image processing unit (IPU), or image signal processor (ISP), is a type of media processor or

    Image processor

    Image processor

    Image_processor

  • Parallel Processing Letters
  • Academic journal

    Parallel Processing Letters is a journal published by World Scientific since 1991. It covers the field of parallel processing, including topics such as

    Parallel Processing Letters

    Parallel_Processing_Letters

  • Parallel Element Processing Ensemble
  • The Parallel Element Processing Ensemble (PEPE) was one of the very early parallel computing systems. Bell began researching the concept in the mid-1960s

    Parallel Element Processing Ensemble

    Parallel_Element_Processing_Ensemble

  • Position sensitive device
  • brightness distribution. For faster applications, matrix sensors with parallel processing were developed. Both line by line and in columns, the density of

    Position sensitive device

    Position_sensitive_device

  • Content-addressable parallel processor
  • Bulk computation architecture

    content-addressable parallel processor (CAPP) a.k.a. in Flynn's 1972 taxonomy as an associative processor is a type of parallel processor which uses content-addressing

    Content-addressable parallel processor

    Content-addressable_parallel_processor

  • Granularity (parallel computing)
  • Measure of the amount of work needed to perform a computing task

    responsible for processing the stack of 20 images, 5 images can be processed in parallel with 4 processors working on each image. If 100 processors were available

    Granularity (parallel computing)

    Granularity_(parallel_computing)

  • Computer engineering
  • Engineering discipline specializing in the design of computer hardware

    high-performance computer systems. Projects such as designing processors for multithreading and parallel processing are included in this field. Other examples of work

    Computer engineering

    Computer engineering

    Computer_engineering

  • Lis (linear algebra library)
  • Parallel software library for linear algebra

    Although it is designed for parallel computers, the library can be used without being conscious of parallel processing. Lis provides facilities for:

    Lis (linear algebra library)

    Lis (linear algebra library)

    Lis_(linear_algebra_library)

  • Bit-serial architecture
  • Computational system in which data are sent one bit at a time down a wire

    digital computers built before 1951, and most of the early massive parallel processing machines used a bit-serial architecture—they were serial computers

    Bit-serial architecture

    Bit-serial_architecture

  • Manycore processor
  • Multi-core processor with a large number of cores

    Manycore processors are special kinds of multi-core processors designed for a high degree of parallel processing, containing numerous simpler, independent

    Manycore processor

    Manycore_processor

  • Single instruction, multiple data
  • Type of parallel processing

    data (SIMD) is a type of parallel computing (processing) in Flynn's taxonomy. SIMD describes computers with multiple processing elements that perform the

    Single instruction, multiple data

    Single instruction, multiple data

    Single_instruction,_multiple_data

  • H2O (software)
  • Open source platform

    (previously 0xdata). The software uses a distributed architecture for parallel processing on standard hardware. It supports algorithms for large-scale data

    H2O (software)

    H2O (software)

    H2O_(software)

  • Geometric Arithmetic Parallel Processor
  • In parallel computing, the Geometric Arithmetic Parallel Processor (GAPP), invented by Polish mathematician Włodzimierz Holsztyński in 1981, was patented

    Geometric Arithmetic Parallel Processor

    Geometric_Arithmetic_Parallel_Processor

  • Graph (abstract data type)
  • Abstract data type in computer science

    model, the graph representations used for parallel processing are the same as in the sequential case, since parallel read-only access to the graph representation

    Graph (abstract data type)

    Graph (abstract data type)

    Graph_(abstract_data_type)

  • Massively parallel sequencing
  • DNA sequencing using the concept of massively parallel processing

    Massively parallel sequencing (MPS) is any of several high-throughput approaches to DNA sequencing using the concept of massively parallel processing; it is

    Massively parallel sequencing

    Massively_parallel_sequencing

  • Connectionism
  • Cognitive science approach

    second wave blossomed in the late 1980s, following a 1987 book Parallel Distributed Processing by James L. McClelland, David E. Rumelhart, et al., which introduced

    Connectionism

    Connectionism

    Connectionism

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

    A multi-core processor (MCP) is a microprocessor on a single integrated circuit (IC) with two or more separate central processing units (CPUs), called

    Multi-core processor

    Multi-core processor

    Multi-core_processor

  • Alsys
  • Software company

    2010-06-13. Retrieved 2010-05-04. "Parallel Processing in Ada", David Parker, April 1989, webpage: CNavy-12. "Parallel Processing in Ada", David Parker, April

    Alsys

    Alsys

  • Amazon Redshift
  • Cloud-based data warehouse service

    Web Services. It is built on top of technology from the massive parallel processing (MPP) data warehouse company ParAccel (later acquired by Actian)

    Amazon Redshift

    Amazon_Redshift

  • Hilbert curve scheduling
  • Job scheduling method in computing

    In parallel processing, the Hilbert curve scheduling method turns a multidimensional task allocation problem into a one-dimensional space filling problem

    Hilbert curve scheduling

    Hilbert curve scheduling

    Hilbert_curve_scheduling

  • Vertica
  • Software company

    officer. Vertica uses a columnar storage architecture and massively parallel processing (MPP) design to support analytical queries across distributed computing

    Vertica

    Vertica

    Vertica

  • Speedup
  • Process for increasing the performance between two systems solving the same problem

    was established by Amdahl's law, which was particularly focused on parallel processing. However, speedup can be used more generally to show the effect on

    Speedup

    Speedup

  • Attention Is All You Need
  • 2017 paper conceptualizing the transformer-based deep learning architecture

    removing its recurrence to process all tokens in parallel, but preserving its dot-product attention mechanism to keep its text processing performance. This led

    Attention Is All You Need

    Attention Is All You Need

    Attention_Is_All_You_Need

  • Parallel Virtual Machine
  • Software tool for parallel networking of computers

    heterogeneous Unix and/or Windows machines to be used as a single distributed parallel processor. Thus large computational problems can be solved more cost effectively

    Parallel Virtual Machine

    Parallel_Virtual_Machine

  • Netezza
  • Provider of Integrated Data Warehouse Hardware and Software

    snippet processing blades, or S-Blades, where all the primary processing work of the appliance is executed. The S-Blades are intelligent processing nodes

    Netezza

    Netezza

    Netezza

  • Parallel algorithm
  • Algorithm which can do multiple operations in a given time

    In computer science, a parallel algorithm, as opposed to a traditional serial algorithm, is an algorithm which can do multiple operations in a given time

    Parallel algorithm

    Parallel_algorithm

  • Concurrent Computer Corporation
  • American computing vendor

    made real-time computing and parallel processing systems. Its products powered a variety of applications including process control, simulators, data acquisition

    Concurrent Computer Corporation

    Concurrent Computer Corporation

    Concurrent_Computer_Corporation

  • Parallel database
  • Database system utilizing parallelization

    handle such applications. In parallel processing, many operations are performed simultaneously, as opposed to serial processing, in which the computational

    Parallel database

    Parallel_database

  • Distributed computing
  • System with multiple networked computers

    science field Parallel distributed processing – Cognitive science approachPages displaying short descriptions of redirect targets Parallel programming model –

    Distributed computing

    Distributed_computing

  • Graphics processing unit
  • Specialized electronic circuit that accelerates graphics

    A graphics processing unit (GPU) is a specialized electronic circuit designed for digital image processing and to accelerate computer graphics, being

    Graphics processing unit

    Graphics processing unit

    Graphics_processing_unit

  • Cortico-basal ganglia-thalamo-cortical loop
  • System of neural circuits in the brain

    originally proposed as a part of a model of the basal ganglia called the parallel processing model, which has been criticized and modified into another model

    Cortico-basal ganglia-thalamo-cortical loop

    Cortico-basal ganglia-thalamo-cortical loop

    Cortico-basal_ganglia-thalamo-cortical_loop

  • Kernel method
  • Class of algorithms for pattern analysis

    compute for datasets larger than a couple of thousand examples without parallel processing. Kernel methods owe their name to the use of kernel functions, which

    Kernel method

    Kernel_method

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

    data recovery in the event of a disaster and providing parallel data processing and high processing capacity. In terms of scalability, clusters provide this

    Computer cluster

    Computer cluster

    Computer_cluster

  • Continuum model of impression formation
  • Model in social psychology

    processed. On the other hand, parallel processing allows for multiple items to be processed simultaneously, but the time required for such processing

    Continuum model of impression formation

    Continuum_model_of_impression_formation

  • Parallel slowdown
  • Phenomenon in parallel computing

    completion). Parallel slowdown is typically the result of a communications bottleneck. As more processor nodes are added, each processing node spends progressively

    Parallel slowdown

    Parallel slowdown

    Parallel_slowdown

  • Design for logistics
  • components: Economic packaging and transportation, Concurrent and parallel processing, and Standardization. There are three levels, moving from operational

    Design for logistics

    Design_for_logistics

  • SWAR
  • Parallel processing technique

    It refers to this form of parallel processing, architectures that are designed to natively perform this type of processing, and the general-purpose programming

    SWAR

    SWAR

  • Parallel task scheduling
  • Optimization problem in computer science

    Parallel task scheduling (also called parallel job scheduling or parallel processing scheduling) is an optimization problem in computer science and operations

    Parallel task scheduling

    Parallel_task_scheduling

  • Dryad (programming)
  • Research project at Microsoft

    runtime for execution of data parallel applications. The research prototypes of the Dryad and DryadLINQ data-parallel processing frameworks are available in

    Dryad (programming)

    Dryad_(programming)

  • Shader
  • Type of program in computer graphics

    graphics processing units (GPUs) - dedicated hardware which provide parallel execution of programs. Because image rendering is an embarrassingly parallel problem

    Shader

    Shader

    Shader

  • Parallel breadth-first search
  • Parallel version of breadth-first search algorithm

    Secondly, in spite of the speedup of each layer-traversal due to parallel processing, a barrier synchronization is needed after every layer in order to

    Parallel breadth-first search

    Parallel_breadth-first_search

  • Floating Point Systems
  • American computer hardware manufacturer (1970–1991)

    transputers and Weitek floating-point processors was introduced. The T stood for "Tesseract". Unfortunately, parallel processing was still in its infancy and the

    Floating Point Systems

    Floating Point Systems

    Floating_Point_Systems

  • Coarray Fortran
  • Fortran parallel programming extension

    formerly known as F--, started as an extension of Fortran 95/2003 for parallel processing created by Robert Numrich and John Reid in the 1990s. The Fortran

    Coarray Fortran

    Coarray_Fortran

  • FROSTBURG
  • Supercomputer

    until 1997. It was the first massively parallel processing computer bought by NSA, originally containing 256 processing nodes. The system was upgraded in 1993

    FROSTBURG

    FROSTBURG

    FROSTBURG

  • Fabric computing
  • Consolidated high-performance computing platform

    computing system consisting of loosely coupled storage, networking and parallel processing functions linked by high bandwidth interconnects (such as 10 Gigabit

    Fabric computing

    Fabric computing

    Fabric_computing

  • SAP IQ
  • Software system

    has a massively parallel processing (MPP) framework based on a shared-everything environment that supports distributed query processing. Most other products

    SAP IQ

    SAP_IQ

  • Slurm Workload Manager
  • Free and open-source job scheduler for Linux and similar computers

    Policies on Scheduling Performance. Job Scheduling Strategies for Parallel Processing. Lecture Notes in Computer Science. Vol. 5798. pp. 138–144. doi:10

    Slurm Workload Manager

    Slurm Workload Manager

    Slurm_Workload_Manager

  • HPCC
  • High-performance computer cluster

    to provide parallel processing of queries using an optimized execution environment and filesystem for high-performance online processing. A Roxie cluster

    HPCC

    HPCC

  • Close to Metal
  • Low level GPGPU programming interface

    AMD Stream SDK, or rather the current AMD APP SDK (AMD Accelerated Parallel Processing SDK) ) for Windows and Linux 32-bit and 64-bit, which also targets

    Close to Metal

    Close_to_Metal

  • Basal ganglia
  • Group of subcortical nuclei involved in the motor and reward systems

    regarding the extent to which convergent selective processing occurs versus segregated parallel processing within re-entrant closed loops of the basal ganglia

    Basal ganglia

    Basal ganglia

    Basal_ganglia

  • Multiprocessing
  • Use of two or more central processing units (CPUs) within one computer system

    central processing units (CPUs) within one computer system. The term also refers to the ability of a system to support more than one processor or the ability

    Multiprocessing

    Multiprocessing

  • Out-of-order delivery
  • Delivery of data packets in a different order from which they were sent

    retransmission procedures (such as automatic repeat request), or via parallel processing paths within network equipment that are not designed to ensure that

    Out-of-order delivery

    Out-of-order_delivery

  • Andrew Adamatzky
  • British computer scientist

    Unconventional Computing (OCP Science, 2005–), and current Editor-in-Chief of Parallel Processing Letters (World Scientific, 2017–). He appears in the 2014 documentary

    Andrew Adamatzky

    Andrew_Adamatzky

  • Process-oriented programming
  • Programming paradigm

    infinite input queue per process (i.e. actor), to which any other process can send messages. Massively parallel processing Parallel computing Multi-core Actor

    Process-oriented programming

    Process-oriented_programming

  • JSONPath
  • Standard syntax for querying JSON values

    for JSONPath as RFC 9535. Scalable Processing of Contemporary Semi-Structured Data on Commodity Parallel Processors - A Compilation-based Approach describes

    JSONPath

    JSONPath

  • Field-programmable gate array
  • Array of logic gates that are reprogrammable

    sectors, which benefit from their flexibility, high signal processing speed, and parallel processing abilities. An FPGA configuration is generally written

    Field-programmable gate array

    Field-programmable gate array

    Field-programmable_gate_array

  • Massively parallel (disambiguation)
  • Topics referred to by the same term

    Massive parallel sequencing, or massively parallel sequencing, DNA sequencing using the concept of massively parallel processing Massively parallel signature

    Massively parallel (disambiguation)

    Massively_parallel_(disambiguation)

  • Supercomputer
  • Type of computer with high performance

    performance of the Hitachi SR2201 massively parallel processor system". Proceedings 11th International Parallel Processing Symposium. pp. 233–241. doi:10.1109/IPPS

    Supercomputer

    Supercomputer

    Supercomputer

  • Predictive coding
  • Theory of brain function

    a non-word without semantic context. McClelland and Rumelhart's parallel processing model describes perception as the meeting of top-down (conceptual)

    Predictive coding

    Predictive_coding

  • MPP
  • Topics referred to by the same term

    Magnetic Power Profile (MPP) Massive parallel processing Goodyear MPP or Goodyear Massively Parallel Processor MPP (file format), of Microsoft Project

    MPP

    MPP

  • Unfolding (DSP implementation)
  • Bit-serial processing: One bit is processed per clock cycle and a complete word is processed in W clock cycles. Bit-parallel processing: One word of

    Unfolding (DSP implementation)

    Unfolding_(DSP_implementation)

  • Pancake sorting
  • Mathematics problem

    Even though the processing power expressed by DNA flips is low, the high number of bacteria in a culture provides a large parallel computing platform

    Pancake sorting

    Pancake sorting

    Pancake_sorting

  • Suhas Patil
  • Indian-American businessman (born 1944)

    semiconductor company. Patil's work has covered computer architecture, parallel processing computers, very-large-scale integration devices, and integrated circuit

    Suhas Patil

    Suhas_Patil

  • Cluster Computing (journal)
  • Academic journal

    Tools and Applications is a peer-reviewed scientific journal on parallel processing, distributed computing systems, and computer communication networks

    Cluster Computing (journal)

    Cluster_Computing_(journal)

  • Supercomputing in India
  • dynamics and aerospace engineering. The Flosolver MK1, described as a parallel processing system, started operations in December 1986. In 1987, the Indian

    Supercomputing in India

    Supercomputing_in_India

  • Heterogeneous computing
  • Computer architecture that utilizes multiple, different processing methods

    systems. The presence of multiple processing elements raises all of the issues involved with homogeneous parallel processing systems, while the level of heterogeneity

    Heterogeneous computing

    Heterogeneous_computing

  • History of supercomputing
  • performance of the Hitachi SR2201 massively parallel processor system. Proceedings of 11th International Parallel Processing Symposium. pp. 233–241. doi:10.1109/IPPS

    History of supercomputing

    History of supercomputing

    History_of_supercomputing

  • Danimal Cannon
  • American musician

    (2013) Wave Wave (2014) (licensed from Parallel Processing) 8bit MMO (2014) (licensed from Roots and Parallel Processing) Proton Pulse (2014) JumpJet Rex (2015)

    Danimal Cannon

    Danimal Cannon

    Danimal_Cannon

  • Loop optimization
  • Increasing execution speed and reducing the overheads associated with loops

    role in improving cache performance and making effective use of parallel processing capabilities. Most execution time of a scientific program is spent

    Loop optimization

    Loop_optimization

  • RaftLib
  • portal Free and open-source software portal RaftLib is a portable parallel processing system that aims to provide extreme performance while increasing

    RaftLib

    RaftLib

    RaftLib

  • Gerald Estrin
  • American computer scientist

    is known for his work on the organization of computer systems, on parallel processing and SARA (system architects apprentice). Estrin was born in New York

    Gerald Estrin

    Gerald Estrin

    Gerald_Estrin

  • AMD APP SDK
  • Software development kit

    AMD APP SDK is a software development kit by AMD for "Accelerated Parallel Processing" (APP). AMD APP SDK also targets Heterogeneous System Architecture

    AMD APP SDK

    AMD APP SDK

    AMD_APP_SDK

  • Horst D. Simon
  • Computer scientist

    recognition of his efforts in parallel processing research. 1995 — H. Julian Allen Award (jointly with the NAS Parallel Benchmarks Team) for notable scientific

    Horst D. Simon

    Horst D. Simon

    Horst_D._Simon

  • Very long instruction word
  • Computer architecture to aid parallelism

    computer processor chip design company Single instruction, multiple data – Type of parallel processing Single instruction, multiple threads – Parallel computing

    Very long instruction word

    Very_long_instruction_word

  • Flynn's taxonomy
  • Classification of computer architectures

    tool in the design of modern processors and their functionalities. Since the rise of multiprocessing central processing units (CPUs), a multiprogramming

    Flynn's taxonomy

    Flynn's_taxonomy

  • ALGOL 68
  • Programming language

    ALGOL 68 supports programming of parallel processing. Using the keyword PAR, a collateral clause is converted to a parallel clause, where the synchronisation

    ALGOL 68

    ALGOL_68

  • Loop dependence analysis
  • Process to determine relationships among statements

    organized to allow multiple processors to work on different portions of the loop in parallel. This is known as parallel processing. In general, loops can consume

    Loop dependence analysis

    Loop_dependence_analysis

  • Journal of Big Data
  • Scientific journal

    data technologies; data visualization; architectures for massively parallel processing; data mining tools and techniques; machine learning algorithms for

    Journal of Big Data

    Journal_of_Big_Data

  • Goodyear MPP
  • Massively parallel processing computer

    The Goodyear Massively Parallel Processor (MPP) was a massively parallel processing supercomputer built by Goodyear Aerospace for the NASA Goddard Space

    Goodyear MPP

    Goodyear MPP

    Goodyear_MPP

  • Yellowbrick Data
  • Database company headquartered in Mountain View, California, US

    Yellowbrick Data is a US-based database company delivering massively parallel processing (MPP) data warehouse and SQL analytics products. The company is headquartered

    Yellowbrick Data

    Yellowbrick_Data

  • INK (operating system)
  • Operating system that runs on the input output nodes of the IBM Blue Gene supercomputer

    Rocks Cluster Distribution Cray Linux Environment Euro-Par 2004 Parallel Processing: 10th International Euro-Par Conference 2004, by Marco Danelutto

    INK (operating system)

    INK (operating system)

    INK_(operating_system)

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