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Implicit parallelism information


In computer science, implicit parallelism is a characteristic of a programming language that allows a compiler or interpreter to automatically exploit the parallelism inherent to the computations expressed by some of the language's constructs. A pure implicitly parallel language does not need special directives, operators or functions to enable parallel execution, as opposed to explicit parallelism.

Programming languages with implicit parallelism include Axum, BMDFM, HPF, Id, LabVIEW, MATLAB M-code, NESL, SaC, SISAL, ZPL, and pH.[1]

  1. ^ Nikhil, Rishiyur; Arvind (February 20, 2024). Implicit Parallel Programming in pH. Morgan Kaufmann Publishers. ISBN 978-1-55860-644-9.

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Implicit parallelism

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and/or runtime is responsible for performing it. Two examples of implicit parallelism are with domain-specific languages where the concurrency within high-level...

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inherent to computations, known as implicit parallelism. Some of the programming languages that support explicit parallelism are: Ada Ease Erlang Java JavaSpaces...

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SISAL

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assignment functional programming language with strict semantics, implicit parallelism, and efficient array handling. SISAL outputs a dataflow graph in...

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Computer cluster

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business use). Within the same time frame, while computer clusters used parallelism outside the computer on a commodity network, supercomputers began to...

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Message Passing Interface

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Apache Spark

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processing. Spark provides an interface for programming clusters with implicit data parallelism and fault tolerance. Originally developed at the University of...

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Binary Modular Dataflow Machine

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requiring no directives for parallel execution. Transparent (implicit) exploitation of parallelism in a natural and load balanced manner using all available...

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Concurrent computing

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programming, similar to Haskell Concurrent Collections (CnC)—Achieves implicit parallelism independent of memory model by explicitly defining flow of data and...

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Manycore processor

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memory. These techniques devote runtime resources toward figuring out implicit parallelism in a single thread. They are used in systems where they have evolved...

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Grid computing

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Programming Stream processing Dataflow programming Models Implicit parallelism Explicit parallelism Concurrency Non-blocking algorithm Hardware Flynn's taxonomy...

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Transputer

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parallelism (as is used in the transputer), CPU designs exploited implicit parallelism at the instruction-level, inspecting code sequences for data dependencies...

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Blue Waters

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specifically talk about parallel lines; it is only a postulate related to parallelism. Euclid gave the definition of parallel lines in Book I, Definition 23...

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Algorithmic skeleton

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In computing, algorithmic skeletons, or parallelism patterns, are a high-level parallel programming model for parallel and distributed computing. Algorithmic...

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Multitask optimization

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Evolutionary multi-tasking has been explored as a means of exploiting the implicit parallelism of population-based search algorithms to simultaneously progress...

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OpenMP

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Interface (MPI), such that OpenMP is used for parallelism within a (multi-core) node while MPI is used for parallelism between nodes. There have also been efforts...

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Relaxed sequential

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overly constrained by implicit serial dependencies (such as the program counter) and that one can introduce as much parallelism as possible without removing...

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Logic programming

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general-purpose commonsense, is mostly implicit and tacit, and it is often difficult to represent such implicit knowledge in explicit rules. This difficulty...

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Commitment ordering

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ISBN 978-1-60558-397-6 Christoph von Praun, Luis Ceze, Calin Cascaval (2007) "Implicit Parallelism with Ordered Transactions" (PDF), Proceedings of the 12th ACM SIGPLAN...

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Amp

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and PHP" Asymmetric multiprocessing C++ AMP, C++ Accelerated Massive Parallelism Accelerated Mobile Pages, a web component framework Adenosine monophosphate...

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Affine transformation

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"connected with") is a geometric transformation that preserves lines and parallelism, but not necessarily Euclidean distances and angles. More generally,...

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