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Top 23 C++ parallel-computing Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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kokkos
Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction
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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. (by KratosMultiphysics)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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libfork
A bleeding-edge, lock-free, wait-free, continuation-stealing tasking library built on C++20's coroutines
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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.
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ConcurrentDeque
Fast, generalized, implementation of the Chase-Lev lock-free work-stealing deque for C++17
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Lazy
Light-weight header-only library for parallel function calls and continuations in C++ based on Eric Niebler's talk at CppCon 2019.
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parallel-dfs-dag
A parallel implementation of DFS for Directed Acyclic Graphs (https://research.nvidia.com/publication/parallel-depth-first-search-directed-acyclic-graphs)
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pRIblast
pRIblast is a high efficient, parallel application for extensive lncRNA-RNA interaction analysis
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SaaSHub
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For parallel programming nowadays, personally I reach for C++ Taskflow when I really care about performance, or a mix of core.async and running multiple load balanced instances when I’m doing more traditional web backend stuff in Clojure.
Project mention: Distil-Whisper: distilled version of Whisper that is 6 times faster, 49% smaller | news.ycombinator.com | 2023-10-31Just a point of clarification - faster-whisper references it but ctranslate2[0] is what's really doing the magic here.
Ctranslate2 is a sleeper powerhouse project that enables a lot. They should be up front and center and get the credit they deserve.
[0] - https://github.com/OpenNMT/CTranslate2
https://github.com/topics/datalog?l=rust ... Cozo, Crepe
Crepe: https://github.com/ekzhang/crepe :
> Crepe is a library that allows you to write declarative logic programs in Rust, with a Datalog-like syntax. It provides a procedural macro that generates efficient, safe code and interoperates seamlessly with Rust programs.
Looks like there's not yet a Python grammar for the treeedb tree-sitter: https://github.com/langston-barrett/treeedb :
> Generate Soufflé Datalog types, relations, and facts that represent ASTs from a variety of programming languages.
Looks like roxi supports n3, which adds `=>` "implies" to the Turtle lightweight RDF representation: https://github.com/pbonte/roxi
FWIW rdflib/owl-rl: https://owl-rl.readthedocs.io/en/latest/owlrl.html :
> simple forward chaining rules are used to extend (recursively) the incoming graph with all triples that the rule sets permit (ie, the “deductive closure” of the graph is computed).
ForwardChainingStore and BackwardChainingStore implementations w/ rdflib in Python: https://github.com/RDFLib/FuXi/issues/15
Fast CUDA hashmaps
Gdlog is built on CuCollections.
GPU HashMap libs to benchmark: Warpcore, CuCollections,
https://github.com/NVIDIA/cuCollections
https://github.com/NVIDIA/cccl
https://github.com/sleeepyjack/warpcore
/? Rocm HashMap
DeMoriarty/DOKsparse:
Project mention: Essentials of Object Oriented and Functional Programming: A Guide to Modular Code | dev.to | 2023-07-27FP Libraries: gRPC, ZeroMQ, and AREG are examples of libraries with a special focus on providing possibilities for Interprocess Communication. Developed using C++, they facilitate communication through predefined APIs, emphasizing functional programming concepts.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
C++ parallel-computing related posts
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rodin alternatives - mfem and FreeFem-sources
7 projects | 8 Mar 2023
- Learn PDE constrained optimization
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- Eighty Years of the Finite Element Method: Birth, Evolution, and Future
- Fortran on GPU
- Best Python package(s) to solve PDEs numerically?
- Generate MFEM initial mesh file using WELSIM
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A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Index
What are some of the best open-source parallel-computing projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Taskflow | 9,552 |
| 2 | CTranslate2 | 2,776 |
| 3 | kokkos | 1,718 |
| 4 | mfem | 1,537 |
| 5 | Vc | 1,418 |
| 6 | Kratos | 958 |
| 7 | cccl | 771 |
| 8 | dolfinx | 656 |
| 9 | oneMKL | 565 |
| 10 | libfork | 452 |
| 11 | RAJA | 437 |
| 12 | PothosCore | 300 |
| 13 | feelpp | 293 |
| 14 | parlaylib | 268 |
| 15 | areg-sdk | 238 |
| 16 | CPURasterizer | 155 |
| 17 | ConcurrentDeque | 135 |
| 18 | Lazy | 109 |
| 19 | cppRouting | 97 |
| 20 | Bulk | 92 |
| 21 | parallel-dfs-dag | 44 |
| 22 | cudnnxx | 8 |
| 23 | pRIblast | 2 |
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