awesome-parallel-computing
A curated list of awesome parallel computing resources
https://github.com/taskflow/awesome-parallel-computing
Last synced: about 8 hours ago
JSON representation
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Software
- CAF: An Open Source Implementation of the Actor Model in C++
- CGraph: A cross-platform DAG framework based on C++17
- Taskflow: A Modern C++ Parallel Task Programming Library
- FastFlow: High-performance Parallel Patterns in C++
- Galois: A C++ Library to Ease Parallel Programming with Irregular Parallelism
- Heteroflow: Concurrent CPU-GPU Task Programming using Modern C++
- HPX: A C++ Standard Library for Concurrency and Parallelism
- Kokkos: A C++ Programming Model for Writing Performance Portable Applications on HPC platforms
- RaftLib: A C++ Library for Enabling Stream and Dataflow Parallel Computation
- Transwarp: A Header-only C++ Library for Task Concurrency
- Workflow: C++ Parallel Computing and Asynchronous Networking Engine
- Boost.Lockfree: Thread-safe and Lock-free Containers
- ConcurrentQueue: A Fast Multi-producer Multi-consumer Lock-free Concurrent Queue in C++
- libcds: A C++ library of Concurrent Data Structures
- Parallel-Hashmap: A Header-only Very Fast and Memory-friendly Hash Map
- ReaderWriterQueue: A Fast Single-producer Single-consumer Lock-free Queue in C++
- xenium: A C++ library Providing Various Concurrent Data Structures and Reclamation Schemes
- Boost.Fiber: A Framework for Userland-threads Programming and Scheduling
- cppcoro: A Library for C++ Coroutines Abstractions for the Coroutines TS
- Fiber Tasking Lib: A Library for Enabling Task-based Multi-threading using Fibers
- coro-async: A lite C++ coroutine TS based networking library
- 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
- 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
- STAPL: Standard Template Adaptive Parallel Programming Library in C++
- UPC++: A C++ library that supports Partitioned Global Address Space (PGAS) programming
- STLab: High-level Constructs for Implementing Multicore Algorithms with Minimized Contention
- Intel TBB: Threading Building Blocks
- Intel TBB: Threading Building Blocks
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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
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Learning Resources
- C++ Concurrency in Action: Practical Multithreading - Anthony Williams 2012
- Parallel Computing: Theory and Practice - Umut A. Acar 2016
- The Landscape of Parallel Computing Research: A View from Berkeley
- The Art of Multiprocessor Programming - Maurice Herlihy 2012
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Datasets
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Links
- Michael Wong's Standard on Parallelism and Programming Languages - Michael Wong
- Preshing on Programming - Jeff Preshing
- Sutter's Mill - Herb Sutter
- The Black Art of Concurrency - Internal Pointers
- IEEE Transactions on Parallel and Distributed Systems (TPDS)
- ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP)
- ACM Symposium on Parallel Algorithms and Architectures (SPAA)
- ACM/IEEE International Conference for High-performance Computing, Networking, Storage, and Analysis (SC)
- HPC Asia
- International Conference on Parallel Processing (ICPP)
- International Conference on Supercomputing
- IEEE International Parallel and Distributed Processing Symposium (IPDPS)
- International Symposium on High-Performance Parallel and Distributed Computing
- ISC High Performance
Programming Languages
Sub Categories
Keywords
cpp
4
c-plus-plus
3
concurrency
3
parallel-programming
3
gpu-programming
3
cpp17
3
coroutines
3
parallel
3
multithreading
3
high-performance-computing
2
heterogeneous-parallel-programming
2
concurrent-programming
2
gpu-computing
2
threadpool
2
taskflow
2
parallelism
2
hpc
2
parallel-computing
2
dag
2
lock-free
2
hazard-pointer
2
async
2
taskparallelism
2
task-parallelism
1
multithreaded
1
heterogeneous-systems
1
heterogeneous-computing
1
gpu-acceleration
1
gpu
1
cuda
1
cross-platform
1
distributed
1
abstraction
1
hpsf
1
kokkos
1
programming-model
1
cmake
1
dataflow
1
dataflow-programming
1
actor-model
1
actors
1
caf
1
pattern-matching
1
ai
1
graph
1
pipeline
1
pybind11
1
python
1
workflow
1
cuda-programming
1