Projects in Awesome Lists tagged with parallel-computing

https://github.com/taskflow/taskflow

A General-purpose Task-parallel Programming System using Modern C++

concurrent-programming cuda-programming gpu-programming heterogeneous-parallel-programming high-performance-computing multi-threading multicore-programming multithreading parallel parallel-computing parallel-programming taskflow taskparallelism threadpool work-stealing

Last synced: 14 May 2025

https://github.com/joblib/joblib

Computing with Python functions.

caching memoization multiprocessing parallel-computing python threading

Last synced: 12 May 2025

https://github.com/parallel101/course

高性能并行编程与优化 - 课件

course cpp cpp17 high-performance-computing parallel-computing slides

Last synced: 29 Apr 2025

https://github.com/opennmt/ctranslate2

Fast inference engine for Transformer models

avx avx2 cpp cuda deep-learning deep-neural-networks gemm inference intrinsics machine-translation mkl neon neural-machine-translation onednn openmp opennmt parallel-computing quantization thrust transformer-models

Last synced: 08 Oct 2025

https://github.com/OpenNMT/CTranslate2

Fast inference engine for Transformer models

avx avx2 cpp cuda deep-learning deep-neural-networks gemm inference intrinsics machine-translation mkl neon neural-machine-translation onednn openmp opennmt parallel-computing quantization thrust transformer-models

Last synced: 02 Apr 2025

https://github.com/amilajack/reading

A list of computer-science readings I recommend

academia compiler computer-science concurrency garbage-collection operating-system parallel-computing reading research science static-analysis type-system

Last synced: 05 Apr 2025

https://github.com/jofpin/turbit

Build applications, scripts, and automations powered by high-performance multicore computing using Node.js

cpu-booster high-performance javascript multicore multithreading nodejs parallel-computing parallel-programming parallelism

Last synced: 14 May 2025

https://github.com/jmcarpenter2/swifter

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

dask modin pandas pandas-dataframe parallel-computing parallelization

Last synced: 14 May 2025

https://github.com/kokkos/kokkos

Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction

abstraction c-plus-plus high-performance-computing hpsf kokkos parallel-computing programming-model

Last synced: 13 May 2025

https://github.com/geatpy-dev/geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

de es evolutionary-algorithms ga geatpy high-performance moead nsga parallel-computing rvea

Last synced: 14 May 2025

https://github.com/chapel-lang/chapel

a Productive Parallel Programming Language

chapel compiler concurrency distributed-computing gpu high-performance-computing hpc language open-source parallel parallel-computing performance productive programming-language scientific-computing

Last synced: 14 May 2025

https://github.com/mfem/mfem

Lightweight, general, scalable C++ library for finite element methods

amr computational-science fem finite-elements high-order high-performance-computing hpc math-physics parallel-computing radiuss scientific-computing

Last synced: 12 Dec 2025

https://github.com/nvidia/cccl

CUDA Core Compute Libraries

accelerated-computing cpp cpp-programming cuda cuda-cpp cuda-kernels cuda-library cuda-programming gpu gpu-acceleration gpu-computing gpu-programming hpc modern-cpp nvidia nvidia-gpu parallel-algorithm parallel-computing parallel-programming

Last synced: 13 May 2025

https://github.com/vcdevel/vc

SIMD Vector Classes for C++

avx avx2 avx512 c-plus-plus cpp cpp11 cpp14 cpp17 data-parallel neon parallel parallel-computing portable simd simd-instructions simd-programming simd-vector sse vectorization

Last synced: 14 Apr 2025

https://github.com/VcDevel/Vc

SIMD Vector Classes for C++

avx avx2 avx512 c-plus-plus cpp cpp11 cpp14 cpp17 data-parallel neon parallel parallel-computing portable simd simd-instructions simd-programming simd-vector sse vectorization

Last synced: 15 Mar 2025

https://github.com/mratsim/arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 14 May 2025

https://github.com/beehive-lab/tornadovm

TornadoVM: A practical and efficient heterogeneous programming framework for managed languages

ai cuda gpu-acceleration gpu-computing gpus graalvm java levelzero multi-core opencl parallel-computing parallel-programming spirv

Last synced: 02 Dec 2025

https://github.com/ElmerCSC/elmerfem

Official git repository of Elmer FEM software

acoustics electromagnetics elmergrid elmergui elmerice elmersolver fem finite-element-methods finite-elements fluid-mechanics glaciology mpi multiphysics parallel-computing structural-mechanics

Last synced: 21 Apr 2025

https://github.com/JuliaSymbolics/Symbolics.jl

Symbolic programming for the next generation of numerical software

cas computer-algebra-system high-performance mathematics parallel-computing symbolic-computing

Last synced: 04 May 2025

https://github.com/juliasymbolics/symbolics.jl

Symbolic programming for the next generation of numerical software

cas computer-algebra-system high-performance mathematics parallel-computing symbolic-computing

Last synced: 15 Mar 2025

https://github.com/NVIDIA/cccl

CUDA Core Compute Libraries

accelerated-computing cpp cpp-programming cuda cuda-cpp cuda-kernels cuda-library cuda-programming gpu gpu-acceleration gpu-computing gpu-programming hpc modern-cpp nvidia nvidia-gpu parallel-algorithm parallel-computing parallel-programming

Last synced: 14 May 2025

https://github.com/beehive-lab/TornadoVM

TornadoVM: A practical and efficient heterogeneous programming framework for managed languages

ai cuda gpu-acceleration gpu-computing gpus graalvm java levelzero multi-core opencl parallel-computing parallel-programming spirv

Last synced: 04 Apr 2025

https://github.com/mmstick/parallel

This project now lives on in a rewrite at https://gitlab.redox-os.org/redox-os/parallel

command-line-app parallel parallel-computing rust

Last synced: 28 Sep 2025

https://github.com/elmercsc/elmerfem

Official git repository of Elmer FEM software

acoustics electromagnetics elmergrid elmergui elmerice elmersolver fem finite-element-methods finite-elements fluid-mechanics glaciology mpi multiphysics parallel-computing structural-mechanics

Last synced: 25 Mar 2025

https://github.com/mratsim/Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 16 Apr 2025

https://mratsim.github.io/Arraymancer/

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 08 May 2025

https://github.com/python-adaptive/adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

active-learning adaptive adaptive-learning adaptive-sampling live-plots machine-learning parallel parallel-computing python

Last synced: 21 Oct 2025

https://github.com/kratosmultiphysics/kratos

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

bsd-license c-plus-plus dem fem kratos kratos-multiphysics mpi multi-platform multiphysics numerical-methods openmp parallel-computing python

Last synced: 13 May 2025

https://github.com/inducer/pyopencl

OpenCL integration for Python, plus shiny features

amd array cuda gpu heterogeneous-parallel-programming multidimensional-arrays nvidia opencl opengl parallel-algorithm parallel-computing performance prefix-sum pyopencl python reduction scientific-computing shared-memory sorting

Last synced: 13 May 2025

https://kratosmultiphysics.github.io/Kratos/

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

bsd-license c-plus-plus dem fem kratos kratos-multiphysics mpi multi-platform multiphysics numerical-methods openmp parallel-computing python

Last synced: 23 Apr 2025

https://github.com/KratosMultiphysics/Kratos

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

bsd-license c-plus-plus dem fem kratos kratos-multiphysics mpi multi-platform multiphysics numerical-methods openmp parallel-computing python

Last synced: 14 Mar 2025

https://github.com/gunrock/gunrock

Programmable CUDA/C++ GPU Graph Analytics

algorithm algorithms cpp cuda cxx essentials gnn gpu graph graph-algorithms graph-analytics graph-engine graph-neural-networks graph-primitives graph-processing gunrock hpc parallel-computing sparse-matrix

Last synced: 16 May 2025

https://github.com/appiumtestdistribution/appiumtestdistribution

A tool for running android and iOS appium tests in parallel across devices... U like it STAR it !

android appium appium-ios automation browserstack cloudtesting cucumber cucumberappium mp4box parallel parallel-computing parallel-ios parallelappium parallelappiumandroid parallelappiumios saucelabs testng

Last synced: 08 Apr 2025

https://github.com/AppiumTestDistribution/AppiumTestDistribution

A tool for running android and iOS appium tests in parallel across devices... U like it STAR it !

android appium appium-ios automation browserstack cloudtesting cucumber cucumberappium mp4box parallel parallel-computing parallel-ios parallelappium parallelappiumandroid parallelappiumios saucelabs testng

Last synced: 12 Apr 2025

https://github.com/futureverse/future

:rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone

asynchronous cran distributed-computing futures hpc hpc-clusters parallel-computing parallel-processing parallelization programming promises r

Last synced: 12 Dec 2025

https://github.com/osgeo/grass

GRASS - free and open-source geospatial processing engine

arrays data-science earth-observation geospatial geospatial-analysis gis grass-gis hacktoberfest image-processing jupyter machine-learning open-science parallel-computing python raster remote-sensing science spatial timeseries-analysis vector

Last synced: 14 May 2025

https://github.com/AccelerateHS/accelerate

Embedded language for high-performance array computations

accelerate cuda gpu gpu-computing hacktoberfest haskell llvm parallel-computing

Last synced: 12 May 2025

https://github.com/acceleratehs/accelerate

Embedded language for high-performance array computations

accelerate cuda gpu gpu-computing hacktoberfest haskell llvm parallel-computing

Last synced: 14 May 2025

https://github.com/OSGeo/grass

GRASS - free and open-source geospatial processing engine

arrays data-science earth-observation geospatial geospatial-analysis gis grass-gis hacktoberfest image-processing jupyter machine-learning open-science parallel-computing python raster remote-sensing science spatial timeseries-analysis vector

Last synced: 05 Apr 2025

https://github.com/esa/pagmo2

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

artificial-intelligence evolutionary-algorithms evolutionary-strategy genetic-algorithm metaheuristics multi-objective-optimization optimization optimization-algorithms optimization-methods optimization-tools pagmo parallel-computing parallel-processing python python3 stochastic-optimizers

Last synced: 15 May 2025

https://github.com/FEniCS/dolfinx

Next generation FEniCS problem solving environment

fenicsx finite-element-methods parallel-computing partial-differential-equations

Last synced: 14 Mar 2025

https://github.com/mpi4py/mpi4py

Python bindings for MPI

mpi mpi-applications mpi-library mpi4py parallel-computing python

Last synced: 20 Oct 2025

https://github.com/conorwilliams/libfork

A bleeding-edge, lock-free, wait-free, continuation-stealing tasking library built on C++20's coroutines

cactus-stack concurrency concurrent coroutines cpp20 lock-free parallel parallel-computing scheduler task-graph tasking threading threadpool wait-free work-stealing

Last synced: 15 May 2025

https://github.com/ConorWilliams/libfork

A bleeding-edge, lock-free, wait-free, continuation-stealing tasking library built on C++20's coroutines

cactus-stack concurrency concurrent coroutines cpp20 lock-free parallel parallel-computing scheduler task-graph tasking threading threadpool wait-free work-stealing

Last synced: 31 Mar 2025

https://github.com/uxlfoundation/onemath

oneAPI Math Library (oneMath)

api blas cpu cuda dpcpp gpu hpc intel math-libraries oneapi onemkl parallel-computing parallel-programming performance rng

Last synced: 15 May 2025

https://github.com/IntelPython/sdc

Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler

big-data compilers machine-learning numpy pandas parallel-computing python

Last synced: 09 May 2025

https://github.com/llnl/sundials

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

dae-solver high-performance-computing hpc math-physics nonlinear-equation-solver ode-solver parallel-computing radiuss scientific-computing sensitivity-analysis solver time-integration

Last synced: 15 May 2025

https://github.com/OpenTimer/OpenTimer

A High-performance Timing Analysis Tool for VLSI Systems

cad circuit-analysis circuit-simulation circuit-simulator computer-aided-design cpp17 eda electronic-design-automation parallel-computing sta static-timing-analysis verilog vlsi vlsi-circuits vlsi-physical-design

Last synced: 14 Mar 2025

https://github.com/nwchemgit/nwchem

NWChem: Open Source High-Performance Computational Chemistry

chemistry computational-chemistry density-functional-theory electronic-structure-calculations hartree-fock molecular-simulation nwchem parallel-computing quantum-chemistry

Last synced: 21 Oct 2025

https://github.com/simonblanke/hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

automated-machine-learning bayesian-optimization data-science deep-learning feature-engineering hyperactive hyperparameter-optimization keras machine-learning model-selection neural-architecture-search optimization parallel-computing parameter-tuning python pytorch scikit-learn xgboost

Last synced: 14 May 2025

https://github.com/llnl/raja

RAJA Performance Portability Layer (C++)

blt c-plus-plus cpp llnl parallel-computing portability programming-model radiuss raja

Last synced: 15 May 2025

https://github.com/SimonBlanke/Hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

automated-machine-learning bayesian-optimization data-science deep-learning feature-engineering hyperactive hyperparameter-optimization keras machine-learning model-selection neural-architecture-search optimization parallel-computing parameter-tuning python pytorch scikit-learn xgboost

Last synced: 05 Apr 2025

https://github.com/alesgenova/post-me

📩 Use web Workers and other Windows through a simple Promise API

communication concurrency iframe javascript parallel-computing postmate postmessage promise typescript web-worker webworker worker

Last synced: 16 May 2025

https://github.com/01alchemist/TurboScript

Super charged typed JavaScript dialect for parallel programming which compiles to WebAssembly

compiler javascript parallel-computing typescript webassembly

Last synced: 13 May 2025

https://github.com/LLNL/RAJA

RAJA Performance Portability Layer (C++)

blt c-plus-plus cpp llnl parallel-computing portability programming-model radiuss raja

Last synced: 01 Apr 2025

https://github.com/esa/pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

artificial-intelligence evolutionary-algorithms evolutionary-computation evolutionary-strategy island-model meta-heuristic meta-heuristics multiobjective-optimization optimization optimization-algorithms optimization-methods optimization-problem parallel-computing parallel-processing stochastic-optimization

Last synced: 16 May 2025

https://github.com/constellation-rs/amadeus

Harmonious distributed data analysis in Rust.

data-analysis data-processing distributed-computing parallel-computing rust stream-processing

Last synced: 08 Apr 2025

https://github.com/smistad/fast

A framework for high-performance medical image processing, neural network inference and visualization

deep-learning digital-pathology gpu-computing image-processing medical-imaging opencl parallel-computing python streaming ultrasound visualization

Last synced: 13 Apr 2025

https://github.com/mindspore-courses/step_into_llm

MindSpore online courses: Step into LLM

bert chatglm chatglm2 chatgpt codegeex gpt gpt2 instruction-tuning large-language-models llama llama2 llm mindspore moe natural-language-processing nlp parallel-computing peft prompt-tuning rlhf

Last synced: 15 May 2025

https://github.com/luispedro/jug

Parallel programming with Python

hpc parallel-computing python python-2 python-3 workflow workflow-engine

Last synced: 14 May 2025

https://github.com/NGSolve/ngsolve

Netgen/NGSolve is a high performance multiphysics finite element software. It is widely used to analyze models from solid mechanics, fluid dynamics and electromagnetics. Due to its flexible Python interface new physical equations and solution algorithms can be implemented easily.

electromagnetics fem finite-elements fluid-dynamics parallel-computing solid-mechanics

Last synced: 15 Mar 2025

https://github.com/arm-software/mango

Parallel Hyperparameter Tuning in Python

bayesian-optimization blackbox-optimization cluster-deployment gaussian-processes hyperparameter-optimization hyperparameter-tuning keras-examples kubernetes-deployment machine-learning neural-network neural-networks parallel-computing production-system pytorch-compatible scipy-compatible sklearn-compatible tensorflow-examples tuning-parameters

Last synced: 13 Apr 2025

https://github.com/ARM-software/mango

Parallel Hyperparameter Tuning in Python

bayesian-optimization blackbox-optimization cluster-deployment gaussian-processes hyperparameter-optimization hyperparameter-tuning keras-examples kubernetes-deployment machine-learning neural-network neural-networks parallel-computing production-system pytorch-compatible scipy-compatible sklearn-compatible tensorflow-examples tuning-parameters

Last synced: 01 May 2025

https://github.com/lehins/massiv

Efficient Haskell Arrays featuring Parallel computation

array arrays convolution delayed-arrays haskell haskell-arrays massiv massiv-io multidimensional-arrays parallel-computing parallel-processing stencil

Last synced: 14 May 2025

https://github.com/BitairLabs/concurrent.js

Non-blocking Concurrent Computation for JavaScript RTEs (Web Browsers, Node.js & Deno & Bun)

multithreading parallel-computing web-workers worker-threads

Last synced: 02 Aug 2025

https://github.com/mpi4jax/mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

gpu high-performance-computing jax jit mpi parallel-computing xla

Last synced: 21 Oct 2025

https://github.com/chunelfeng/cthreadpool

【A simple used C++ threadpool】一个简单好用，性能优异的，跨平台的C++线程池。欢迎 star & fork

cgraph concurrency cpp parallel-computing thread threadpool

Last synced: 16 May 2025

https://github.com/ChunelFeng/CThreadPool

【A simple used C++ threadpool】一个简单好用，性能优异的，跨平台的C++线程池。欢迎 star & fork

cgraph concurrency cpp parallel-computing thread threadpool

Last synced: 18 Mar 2025

https://github.com/GraphIt-DSL/graphit

GraphIt - A High-Performance Domain Specific Language for Graph Analytics

code-generation compiler domain-specific-language graph-analytics graph-computing high-performance-computing m machine-learning parallel-computing

Last synced: 04 May 2025

https://github.com/pipefunc/pipefunc

Lightweight fast function pipeline (DAG) creation in pure Python for scientific workflows 🕸️🧪

dag hpc parallel-computing pipeline-framework pipelines reproducible-research slurm workflow-engine

Last synced: 16 Dec 2025

https://github.com/tirthajyoti/spark-with-python

Fundamentals of Spark with Python (using PySpark), code examples

analytics apache apache-spark big-data database dataframe distributed-computing hadoop hdfs machine-learning map-reduce mlib parallel-computing pyspark python spark sql

Last synced: 05 Apr 2025

https://github.com/dionhaefner/pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

benchmarks cupy gpu high-performance-computing jax parallel-computing python pytorch tensorflow

Last synced: 12 Apr 2025

https://github.com/pothosware/pothoscore

The Pothos data-flow framework

cpp11 dataflow flowframework networking parallel-computing pothos pothos-framework sdr

Last synced: 17 Dec 2025

https://github.com/pothosware/PothosCore

The Pothos data-flow framework

cpp11 dataflow flowframework networking parallel-computing pothos pothos-framework sdr

Last synced: 05 Apr 2025

https://github.com/optimagic-dev/optimagic

optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.

numerical-differentiation numerical-optimization parallel-computing python

Last synced: 21 Oct 2025

https://github.com/taskflow/work-stealing-queue

A fast work-stealing queue template in C++

multithreading parallel-computing parallel-programming work-stealing

Last synced: 06 Apr 2025

https://github.com/zero-one-group/geni

A Clojure dataframe library that runs on Spark

big-data clojure clojure-library clojure-repl data-engineering data-science dataframe distributed-computing high-performance-computing machine-learning parallel-computing spark

Last synced: 04 Apr 2025

https://github.com/aregtech/areg-sdk

AREG is an asynchronous Object RPC framework to simplify multitasking programming by blurring borders between processes and treating remote objects as if they coexist in the same thread.

async client-server concurrency cross-platform distributed embedded event-driven framework functional-programming iot ipc library logging multiprocessing multithreading parallel-computing pubsub realtime rpc sdk

Last synced: 02 Apr 2025

https://github.com/BY571/Soft-Actor-Critic-and-Extensions

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

actor-critic-algorithm continuous d2rl emphasizing-recent-experience multi-environment munchausen munchausen-reinforcement-learning parallel-computing prioritized-experience-replay pytorch reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic

Last synced: 19 Jul 2025

https://github.com/trinkle23897/fast-poisson-image-editing

A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.

cpp cuda high-performance-computing image-processing jacobi-iteration jacobi-method mpi numpy openmp parallel-computing poisson-image-editing pybind11 python

Last synced: 05 Apr 2025

https://github.com/Trinkle23897/Fast-Poisson-Image-Editing

A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.

cpp cuda high-performance-computing image-processing jacobi-iteration jacobi-method mpi numpy openmp parallel-computing poisson-image-editing pybind11 python

Last synced: 02 Apr 2025

https://github.com/pgiri/dispy

Distributed and Parallel Computing Framework with / for Python

cloud-computing distributed-computing parallel-computing

Last synced: 09 May 2025

https://github.com/owensgroup/rxmesh

GPU-accelerated triangle mesh processing

3d 3d-graphics cuda data-structure geometry geometry-processing gpu mesh mesh-processing parallel-computing surface-mesh

Last synced: 15 Jun 2025

https://github.com/bodo-ai/bodo

High-Performance Python Compute Engine for Data and AI

ai artificial-intelligence big-data data-science distributed machine-learning numpy optimization pandas parallel-computing pydata python scikit-learn sql

Last synced: 15 May 2025

https://github.com/ashvardanian/forkunion

Lower-latency OpenMP-style minimalistic scoped thread-pool designed for 'Fork-Join' parallelism in Rust and C++, avoiding memory allocations, mutexes, CAS-primitives, and false-sharing on the hot path 🍴

arm atomics compare-and-swap concurrency memory-model mpi multithreading openmp parallel-computing parallel-stl parallelism rayon thread-pool threadpool