awesome-parallel-computing

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A curated list of awesome parallel computing resources

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Parallel computing library collection

A curated list of resources and libraries for building parallel computing systems

stars: 688
forks: 67
watching: 33
entries: 66

What's in the list

66 links in 5 sections, with live GitHub stats.activeno commit in 2y

Software

CAF: An Open Source Implementation of the Actor Model in C++
3.2Kalmost 2 years
CGraph: A cross-platform DAG framework based on C++17
1.8Kalmost 2 years
Chapel: A Programming Language for Productive Parallel Computing on Large-scale Systems
Charm++: A Parallel Programming Framework
Cilk Plus: C/C++ Extension for Data and Task Parallelism
Taskflow: A Modern C++ Parallel Task Programming Library
10.3Kalmost 2 years
FastFlow: High-performance Parallel Patterns in C++
288almost 2 years
Galois: A C++ Library to Ease Parallel Programming with Irregular Parallelism
317over 2 years
Heteroflow: Concurrent CPU-GPU Task Programming using Modern C++
100almost 7 years
HPX: A C++ Standard Library for Concurrency and Parallelism
2.5Kalmost 2 years
Intel TBB: Threading Building Blocks
Kokkos: A C++ Programming Model for Writing Performance Portable Applications on HPC platforms
2Kalmost 2 years
MPICH: High-Performance Portable MPI
MPL: A message passing library
OmpSs: A task based programming model
OpenMP: Multi-platform Shared-memory Parallel Programming in C/C++ and Fortran
OpenMPI: A High Performance Message Passing Library
RaftLib: A C++ Library for Enabling Stream and Dataflow Parallel Computation
955almost 3 years
STAPL: Standard Template Adaptive Parallel Programming Library in C++
STLab: High-level Constructs for Implementing Multicore Algorithms with Minimized Contention
Transwarp: A Header-only C++ Library for Task Concurrency
623over 3 years
UPC++: A C++ library that supports Partitioned Global Address Space (PGAS) programming
Workflow: C++ Parallel Computing and Asynchronous Networking Engine
13.3Kalmost 2 years
Boost.Lockfree: Thread-safe and Lock-free Containers
126almost 2 years
ConcurrentQueue: A Fast Multi-producer Multi-consumer Lock-free Concurrent Queue in C++
10.1Kover 3 years
libcds: A C++ library of Concurrent Data Structures
2.6K3 years
Parallel-Hashmap: A Header-only Very Fast and Memory-friendly Hash Map
2.6Kalmost 2 years
ReaderWriterQueue: A Fast Single-producer Single-consumer Lock-free Queue in C++
3.8Kover 2 years
xenium: A C++ library Providing Various Concurrent Data Structures and Reclamation Schemes
514almost 3 years
Boost.Fiber: A Framework for Userland-threads Programming and Scheduling
465almost 2 years
cppcoro: A Library for C++ Coroutines Abstractions for the Coroutines TS
3.4Kalmost 3 years
Fiber Tasking Lib: A Library for Enabling Task-based Multi-threading using Fibers
939over 2 years
coro-async: A lite C++ coroutine TS based networking library
37almost 8 years

Presentations

Concurrency in C++20 and Beyond
A. Williams
Is Parallel Programming still Hard?
P. McKenney, M. Michael, and M. Wong at CppCon 2017
The Speed of Concurrency: Is Lock-free Faster?
Fedor G Pikus in CppCon 2016
Expressing Parallelism in C++ with Threading Building Blocks
Mike Voss at Intel Webinar 2018
A Work-stealing Runtime for Rust
Aaron Todd in Air Mozilla 2017
C++11/14/17 atomics and memory model: Before the story consumes you
Michael Wong in CppCon 2015
The C++ Memory Model
Valentin Ziegler at C++ Meeting 2014

Learning Resources

C++ Concurrency in Action: Practical Multithreading
Anthony Williams 2012
The Art of Multiprocessor Programming
Maurice Herlihy 2012
Parallel Computing: Theory and Practice
Umut A. Acar 2016
Parallel Computing Training Tutorials
Lawrence Livermore National Laboratory
The Landscape of Parallel Computing Research: A View from Berkeley
Extreme Heterogeneity 2018: Productive Computational Science in the Era of Extreme Heterogeneity
Evaluation and Analysis of Dynamic Loop Scheduling in OpenMP
CS6290 High-performance Computer Architecture
Milos Prvulovic and Catherine Gamboa at George Tech

Datasets

Links

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