what is simd (simultaneous machine)? - EAS

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  1. Single Instruction Multiple Data
    • According to 5 sources
    In an SIMD (Single Instruction Multiple Data) machine, one instruction at any point of time is simultaneously executed by multiple processors (processing elements, PEs) using different data streams of same application.
    Single instruction, multiple data (SIMD), is a class of parallel computers in Flynn's taxonomy. It describes computers with multiple processing elements that perform the same operation on multiple data points simultaneously.
    Single instruction, multiple data (SIMD) is a type of parallel processing in Flynn's taxonomy. SIMD can be internal (part of the hardware design) and it can be directly accessible through an instruction set architecture (ISA), but it should not be confused with an ISA.
    Single Instruction, Multiple Data (SIMD) units refer to hardware components that perform the same operation on multiple data operands concurrently.
    Where, SIMD stands for Single Instruction Multiple Data. MIMD stands for Multiple Instruction Multiple Data. In SIMD design, one instruction is applied to a bunch of information or distinct data at constant time.
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    What is a SIMD machine?In an SIMD (Single Instruction Multiple Data) machine, one instruction at any point of time is simultaneously executed by multiple processors (processing elements, PEs) using different data streams of same application.
    ebrary.net/206300/computer_science/simd_machines
    What is single instruction multiple data (SIMD)?(March 2017) Single instruction, multiple data ( SIMD) is a type of parallel processing in Flynn's taxonomy. SIMD can be internal (part of the hardware design) and it can be directly accessible through an instruction set architecture (ISA): it should not be confused with an ISA.
    en.wikipedia.org/wiki/Single_instruction,_multiple_data
    What is SIMD (simultaneous multiplexing device)?Thus, such machines exploit data level parallelism, but not concurrency: there are simultaneous (parallel) computations, but only a single process (instruction) at a given moment. SIMD is particularly applicable to common tasks like adjusting the contrast in a digital image or adjusting the volume of digital audio.
    wiki.mozilla.org/SIMD/Overview
    What is a SIMD instruction in a CPU?Most modern CPU designs include SIMD instructions in order to improve the performance of multimedia use. In short, SIMD allows for processing several data values with one single instruction. It's a cheap way to increase the computational power of CPUs: What is mostly needed are wide ALUs (those are cheap) and comparatively little control logic.
    wiki.mozilla.org/SIMD/Overview
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    https://en.wikipedia.org/wiki/Single_instruction,_multiple_data

    Single instruction, multiple data (SIMD) is a type of parallel processing in Flynn's taxonomy. SIMD can be internal (part of the hardware design) and it can be directly accessible through an instruction set architecture (ISA), but it should not be confused with an ISA. SIMD describes computers with multiple processing … See more

    The first use of SIMD instructions was in the ILLIAC IV, which was completed in 1966.
    SIMD was the basis for vector supercomputers of the early 1970s such as the See more

    Outside of specialist areas and uses, for which SIMD has great savings, SIMD's disadvantages when used for general-purpose computing cannot be overemphasised. See more

    SIMD instructions are widely used to process 3D graphics, although modern graphics cards with embedded SIMD have largely taken over this task from the CPU. Some systems also include permute functions that re-pack elements inside vectors, making … See more

    Though it has generally proven difficult to find sustainable commercial applications for SIMD-only processors, one that has had some measure of success is the GAPP, which was developed by Lockheed Martin and taken to the commercial sector by their spin-off … See more

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    An application that may take advantage of SIMD is one where the same value is being added to (or subtracted from) a large number of data points, a common operation in many multimedia applications. One example would be changing the brightness of an … See more

    Small-scale (64 or 128 bits) SIMD became popular on general-purpose CPUs in the early 1990s and continued through 1997 and later with Motion Video Instructions (MVI) for Alpha. SIMD instructions can be found, to one degree or another, on most CPUs, including See more

    In 2013 John McCutchan announced that he had created a high-performance interface to SIMD instruction sets for the Dart programming … See more

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  4. https://wiki.mozilla.org/SIMD/Overview
    • Wikipedia has a nice definition of SIMDfor us: Single instruction, multiple data (SIMD), is a class of parallel computers in Flynn's taxonomy. It describes computers with multiple processing elements that perform the same operation on multiple data points simultaneously. Thus, such machines exploit data level parallelism, but not concurrency: there...
    See more on wiki.mozilla.org
  5. https://www.tutorialspoint.com/what-is-simd-architecture

    Jul 30, 2021 · SIMD represents single-instruction multiple-data streams. The SIMD model of parallel computing includes two parts such as a front-end computer of the usual von Neumann …

  6. SIMD Machines, SIMD Computer Organisations - Ebrary

    https://ebrary.net/206300/computer_science/simd_machines

    In an SIMD (Single Instruction Multiple Data) machine, one instruction at any point of time is simultaneously executed by multiple processors (processing elements, PEs) using

  7. https://stackoverflow.com/questions/55226548

    Mar 18, 2019 · In the context of GPU's, SIMD is a type of hardware architecture such that there are simultaneous (parallel) computations (Execution of an instruction), but only a single process (instruction) at a given moment. …

  8. https://medium.com/@valarauca/wtf-is-a-simd-smt...

    Oct 17, 2016 · SIMD is great for number crunching. When you have a simple math equation, but a TON of data. The repetitiveness allows for processors to do 2,4,8,16,32 operations in 1 cycle instead of well 2,4,8 ...

  9. https://www.quora.com/What-is-SIMD-in-computer-architecture

    SIMD describes computers with multiple processing elements that perform the same operation on multiple data points simultaneously. Such machines exploit data level parallelism , but not …

  10. https://www.researchgate.net/publication/2549214...

    Dec 25, 2002 · [Show full abstract] are configured so that each processor excutes the same instruction on a different data stream (also called single-instruction, multiple-data, SIMD, …

  11. https://en.wikipedia.org/wiki/Single_program,_multiple_data

    In computing, single program, multiple data is a technique employed to achieve parallelism; it is a subcategory of MIMD. Tasks are split up and run simultaneously on multiple processors with …

  12. https://www.sciencedirect.com/topics/computer...

    Single Instruction, Multiple Data (SIMD) units refer to hardware components that perform the same operation on multiple data operands concurrently. Typically, a SIMD unit receives as …

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