hyperqueue
Scheduler for sub-node tasks for HPC systems with batch scheduling (by It4innovations)
ppl
Parallelo Parallel Library (PPL) is a small parallel framework that brings Structured Parallel Programming in Rust. (by valebes)
hyperqueue | ppl | |
---|---|---|
2 | 2 | |
253 | 62 | |
3.2% | - | |
9.2 | 9.0 | |
7 days ago | 7 days ago | |
Rust | Rust | |
MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
hyperqueue
Posts with mentions or reviews of hyperqueue.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-12.
-
HyperQueue: ergonomic HPC task executor written in Rust
Hi! Me and my colleagues are working on an HPC (High Performance Computing)-focused tool for executing workflows/pipelines/task graphs in an ergonomic and efficient manner. It is called HyperQueue, it is open-source (https://github.com/It4innovations/hyperqueue) and it is of course written in Rust :) (previous incarnations of the tool were written in C++, which was a nightmare to maintain). It leverages async Rust heavily, not just for I/O (we use Tokio), but also for communicating between a number of independent "processes" (actors) running on a single thread.
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Rust and Scientific/High-Performance Computing
The HPC group that I am part of has switched from C++ to Rust for writing HPC software and I can't really imagine going back :-) You can check out for example https://github.com/it4innovations/rsds or https://github.com/it4innovations/hyperqueue, which are Rust HPC tools used "in the wild".
ppl
Posts with mentions or reviews of ppl.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing hyperqueue and ppl you can also consider the following projects:
rust-in-hpc
arrayfire-rust - Rust wrapper for ArrayFire
aiida-hyperqueue - AiiDA plugin for the HyperQueue metascheduler.
rust-threadpool - A very simple thread pool for parallel task execution
nextflow - A DSL for data-driven computational pipelines
rsds - Dask scheduler written in Rust
Rust-CUDA - Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.
node_crunch - Allows to distribute computations across several nodes