Science Score: 36.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 12 committers (8.3%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (18.1%) to scientific vocabulary
Keywords
Repository
Unified and Modular Measurement Framework
Basic Info
- Host: GitHub
- Owner: alumet-dev
- License: eupl-1.2
- Language: Rust
- Default Branch: main
- Homepage: https://alumet.dev
- Size: 2.82 MB
Statistics
- Stars: 47
- Watchers: 5
- Forks: 16
- Open Issues: 44
- Releases: 12
Topics
Metadata Files
README.md
Adaptive, Lightweight, Unified Metrics.
Alumet is a modular framework for local and distributed measurement.
Overview
Alumet provides a unified interface for gathering measurements with sources (on the left), transforming the data with models (in the middle) and writing the result to various outputs (on the right). The elements (colored rectangles) are created by plugins, on top of a standard framework.
- Extensible Framework: Alumet can easily be extended in order to make new research experiments. Leverage existing plugins and only add what you need, without reinventing the wheel. Take advantage of the unified data model and parallel measurement pipeline.
- Operational Tool: the end result is (or aims to be) a ready-to-use measurement tool that is robust, efficient and scalable.
Use cases
Tools built with Alumet can be used for (non-exhaustive list): - measuring the energy consumption of some hardware component (CPU, GPU, etc.) in an accurate and efficient way by using the latest research results[^1] - local system monitoring (bare-metal HPC node, cloud VM, etc.) - distributed monitoring (datacenters, K8S clusters, etc.) - profiling a specific application
[^1]: See the following research paper for a detailed analysis of some common errors in RAPL-based measurement tools: Guillaume Raffin, Denis Trystram. Dissecting the software-based measurement of CPU energy consumption: a comparative analysis. 2024. ⟨hal-04420527v2⟩.
How to use
We provide a standard Alumet agent that you can install on your system(s). For the moment, Linux is the only supported OS. Download the agent from the latest release.
Please read the Alumet User Book to learn how to install and use the Alumet "agent" (the program that performs the measurements).
If you have a question, feel free to ask on the Discussions page.
Extending Alumet
The alumet crate, aka "Alumet core", provides the measurement framework in the form of a library. This library offers a plugin system that you can use to extend Alumet in the following ways: - read new sources of measurements - apply arbitrary transformations to the data (such as energy attribution models) - export the data to new outputs - perform actions on startup and shutdown
Please read the Alumet Developer Book to learn how to make plugins and agents.
Contributing
Alumet is a joint project between the LIG (computer science laboratory of Grenoble) and Eviden (Atos HPC R&D). It is also open to external volunteers like you!
Please go to the contributing guide to get started (work in progress).
License
Copyright 2024 Guillaume Raffin, BULL SAS, CNRS, INRIA, Grenoble INP-UGA. Licensed under the EUPL-1.2 or later.
You can find more information about the EUPL here. The EUPL is compatible with many other open source licenses and shares some principles with the well-known LGPL.
Owner
- Name: ALUMET project
- Login: alumet-dev
- Kind: organization
- Website: https://alumet.dev
- Repositories: 1
- Profile: https://github.com/alumet-dev
Development of the ALUMET measurement software for efficient and sustainable computing (Adaptive, Lightweight, Unified Metrics)
GitHub Events
Total
- Create event: 60
- Release event: 9
- Issues event: 110
- Watch event: 21
- Delete event: 51
- Issue comment event: 185
- Push event: 468
- Pull request review event: 577
- Pull request review comment event: 706
- Pull request event: 175
- Fork event: 15
Last Year
- Create event: 60
- Release event: 9
- Issues event: 114
- Watch event: 21
- Delete event: 51
- Issue comment event: 187
- Push event: 473
- Pull request review event: 577
- Pull request review comment event: 706
- Pull request event: 176
- Fork event: 15
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Guillaume Raffin | t****l@g****m | 420 |
| Cyprien Pelisse-Verdoux | c****x@e****m | 64 |
| Titouan Jouffray | t****y@e****m | 54 |
| A809921 | g****z@a****t | 26 |
| Huret, Antoine | a****t@e****m | 15 |
| sofiaduqueg | s****g@u****o | 8 |
| mdacosta | d****b@i****r | 5 |
| Kelyan Pegeot Selme | k****e@e****m | 4 |
| Emmanuel Zychla | e****a@a****t | 3 |
| Cyprien | 7****5 | 2 |
| laurent cutting | l****g@g****m | 2 |
| ARTHUR CHENU (ext) | a****l@e****m | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 111
- Total pull requests: 241
- Average time to close issues: about 1 month
- Average time to close pull requests: 10 days
- Total issue authors: 11
- Total pull request authors: 15
- Average comments per issue: 0.49
- Average comments per pull request: 0.88
- Merged pull requests: 181
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 93
- Pull requests: 213
- Average time to close issues: about 1 month
- Average time to close pull requests: 10 days
- Issue authors: 10
- Pull request authors: 12
- Average comments per issue: 0.52
- Average comments per pull request: 0.9
- Merged pull requests: 160
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- TheElectronWill (65)
- AngeCyp (18)
- ezychlagre (10)
- guigomcha (8)
- titouanj (4)
- cuttingl (1)
- khannurien (1)
- bzizou (1)
- TwilCynder (1)
- laurent-morin (1)
- millillitre (1)
Pull Request Authors
- TheElectronWill (84)
- AngeCyp (40)
- ahuret (38)
- titouanj (24)
- guigomcha (15)
- victoryeagle77 (13)
- cuttingl (6)
- millillitre (5)
- kelyaenn (4)
- ezychlagre (3)
- Aymeric-Brochier (2)
- pessi-v (2)
- sofiaduqueg (2)
- YouriRigaud (2)
- AngeC15 (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
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Total downloads:
- cargo 2,533 total
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Total dependent packages: 0
(may contain duplicates) -
Total dependent repositories: 0
(may contain duplicates) - Total versions: 16
- Total maintainers: 1
proxy.golang.org: github.com/alumet-dev/alumet
- Documentation: https://pkg.go.dev/github.com/alumet-dev/alumet#section-documentation
- License: eupl-1.2
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Latest release: v0.8.4
published 9 months ago
Rankings
crates.io: alumet
Modular framework for hardware and software measurement (including energy consumption and more).
- Homepage: https://alumet.dev
- Documentation: https://docs.rs/alumet/
- License: EUPL-1.2
-
Latest release: 0.8.0
published 11 months ago
Rankings
Maintainers (1)
Dependencies
- serde 1.0.198 development
- anyhow 1.0.79
- fxhash 0.2.1
- indoc 2.0.5
- libc 0.2.152
- libloading 0.8.1
- log 0.4.20
- serde 1.0.198
- smallvec 1.13.2
- tokio 1.36.0
- tokio-stream 0.1.14
- tokio-util 0.7.10
- toml 0.8.8
- pretty_assertions 1.4.0 development
- anyhow 1.0.82
- log 0.4.21
- serde 1.0.201
- time 0.3.36