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| 1 | +# Awesome Parallel Computing Resources [](https://github.com/sindresorhus/awesome) |
| 2 | +A curated list of awesome parallel computing resources. |
| 3 | + |
| 4 | +## Contributing |
| 5 | +Please feel free to update this page through [submitting pull requests][GitHub pull requests] or |
| 6 | +[emailing me][email me]. |
| 7 | + |
| 8 | +## Table of Contents |
| 9 | + |
| 10 | + - [Software](#software) |
| 11 | + - [Books](#books) |
| 12 | + - [Courses](#courses) |
| 13 | + - [Datasets](#datasets) |
| 14 | + - [Tutorials and Talks](#tutorials-and-talks) |
| 15 | + - [Links](#links) |
| 16 | + |
| 17 | +All the lists in this page are either in alphabetical order or chronological order. |
| 18 | + |
| 19 | +## Software |
| 20 | + |
| 21 | +#### Multithreaded Programming |
| 22 | + |
| 23 | +- [Cilk Plus: C/C++ Extension for Data and Task Parallelism](https://www.cilkplus.org/) |
| 24 | +- [Cpp-Taskflow: A Modern C++ Parallel Task Programming Library](https://github.com/cpp-taskflow/cpp-taskflow) |
| 25 | +- [FastFlow: High-performance Parallel Patterns in C++](https://github.com/fastflow/fastflow) |
| 26 | +- [Intel TBB: Threading Building Blocks](https://www.threadingbuildingblocks.org/) |
| 27 | +- [OpenMP: Multi-platform Shared-memory Parallel Programming in C/C++ and Fortran](https://www.openmp.org/) |
| 28 | +- [STAPL: Standard Template Adaptive Parallel Programming Library in C++](https://parasol.tamu.edu/stapl/) |
| 29 | +- [std::thread: The C++ Standard Thread Library](https://en.cppreference.com/w/cpp/thread/thread) |
| 30 | +- [Transwarp: A Header-only C++ Library for Task Concurrency](https://github.com/bloomen/transwarp) |
| 31 | +- [RaftLib: A C++ Library for Enabling Stream and Dataflow Parallel Computation](https://github.com/RaftLib/RaftLib) |
| 32 | + |
| 33 | +#### Concurrent Data Structures |
| 34 | + |
| 35 | +- [Boost.Lockfree: Thread-safe and Lock-free Containers](https://github.com/boostorg/lockfree) |
| 36 | +- [ConcurrentQueue: A Fast Multi-producer Multi-consumer Lock-free Concurrent Queue in C++](https://github.com/cameron314/concurrentqueue) |
| 37 | +- [libcds: A C++ library of Concurrent Data Structures](https://github.com/khizmax/libcds) |
| 38 | +- [ReaderWriterQueue: A Fast Single-producer Single-consumer Lock-free Queue in C++](https://github.com/cameron314/readerwriterqueue) |
| 39 | + |
| 40 | +#### Coroutine and Fiber |
| 41 | + |
| 42 | +- [Boost.Fiber: A Framework for Userland-threads Programming and Scheduling](https://github.com/boostorg/fiber) |
| 43 | +- [cppcoro: A Library for C++ Coroutines Abstractions for the Coroutines TS](https://github.com/lewissbaker/cppcoro) |
| 44 | +- [Fiber Tasking Lib: A Library for Enabling Task-based Multi-threading using Fibers](https://github.com/RichieSams/FiberTaskingLib) |
| 45 | + |
| 46 | + |
| 47 | +## Books |
| 48 | + |
| 49 | +- [C++ Concurrency in Action: Practical Multithreading](https://www.manning.com/books/c-plus-plus-concurrency-in-action) - Anthony Williams 2012 |
| 50 | +- [The Art of Multiprocessor Programming](https://www.amazon.com/Art-Multiprocessor-Programming-Revised-Reprint/dp/0123973376/ref=sr_1_1?ie=UTF8&qid=1438003865&sr=8-1&keywords=maurice+herlihy) - Maurice Herlihy 2012 |
| 51 | + |
| 52 | + |
| 53 | +## Courses |
| 54 | + |
| 55 | +- [CS6290 High-performance Computer Architecture](https://www.udacity.com/course/high-performance-computer-architecture--ud007) - Milos Prvulovic and Catherine Gamboa (George Tech) |
| 56 | + |
| 57 | +## Tutorials and Talks |
| 58 | + |
| 59 | +- [Expressing Parallelism in C++ with Threading Building Blocks](https://www.youtube.com/watch?v=9Otq_fcUnPE) - Mike Voss at Intel Webinar 2018 |
| 60 | +- [A Work-stealing Runtime for Rust](https://www.youtube.com/watch?v=4DQakkJ8XLI) - Aaron Todd in Air Mozilla 2017 |
| 61 | +- [The Speed of Concurrency: Is Lock-free Faster?](https://www.youtube.com/watch?v=9hJkWwHDDxs) - Fedor G Pikus in CppCon 2016 |
| 62 | +- [Work Stealing](https://www.youtube.com/watch?v=iLHNF7SgVN4) - Pablo Halpern in CppCon 2015 |
| 63 | + |
| 64 | + |
| 65 | + |
| 66 | +## Datasets |
| 67 | + |
| 68 | +- [HPEC Graph Challenge](https://graphchallenge.mit.edu/) |
| 69 | + |
| 70 | + |
| 71 | +## Links |
| 72 | + |
| 73 | +#### Blogs |
| 74 | + - [1024 Cores](http://www.1024cores.net/) - Dmitry Vyukov |
| 75 | + |
| 76 | +#### Conferences |
| 77 | + |
| 78 | + - [ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP)](https://ppopp19.sigplan.org/home) |
| 79 | + - [ACM Symposium on Parallel Algorithms and Architectures (SPAA)](https://spaa.acm.org/) |
| 80 | + - [ACM/IEEE International Conference for High-performance Computing, Networking, Storage, and Analysis (SC)](https://sc19.supercomputing.org/) |
| 81 | + - [IEEE International Parallel and Distributed Processing Symposium (IPDPS)](http://www.ipdps.org/) |
| 82 | + - [International Conference on Parallel Processing (ICPP)](https://www.hpcs.cs.tsukuba.ac.jp/icpp2019/) |
| 83 | + |
| 84 | + |
| 85 | +* * * |
| 86 | + |
| 87 | +[GitHub pull requests]: https://github.com/cpp-taskflow/cpp-taskflow/pulls |
| 88 | +[email me]: mailto:[email protected] |
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