smartwatts
SmartWatts is a formula for a self-adaptive software-defined power meter based on the PowerAPI framework.
Science Score: 64.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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✓Academic publication links
Links to: ieee.org -
✓Committers with academic emails
5 of 10 committers (50.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.2%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
SmartWatts is a formula for a self-adaptive software-defined power meter based on the PowerAPI framework.
Basic Info
Statistics
- Stars: 32
- Watchers: 6
- Forks: 22
- Open Issues: 1
- Releases: 28
Topics
Metadata Files
README.md
smartwatts-formula
SmartWatts is a formula for a self-adaptive software-defined power meter based on the PowerAPI framework.
This project is the implementation of the power meter depicted in the SmartWatts: Self-Calibrating Software-Defined Power Meter for Containers paper published in the 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID).
This project provides a software power meter that estimates the power consumption (CPU/DRAM) of the software containers (i.e. Docker containers, Kubernetes pods, Libvirt virtual machines...) running on a system.
This software power meter is based on Power Models that distribute the total energy consumption across the running containers depending on their resource usage.
The Running Average Power Limit (RAPL) feature is used to measure the total energy consumption of the CPU/DRAM components, and the Hardware Performance Counters (HwPC) are used to measure the resource usage of the containers.
To monitor the Hardware Performance Counters (HwPC) of the software containers running on a Linux system, the hwpc-sensor project is the preferred solution. There is currently no support for other client/server platforms such as Windows, MacOS or VMware.
About
SmartWatts is an open-source project developed by the Spirals project-team, a joint research group between the University of Lille and Inria.
The documentation is available on the PowerAPI website.
Mailing list
You can follow the latest news and asks questions by subscribing to our mailing list.
Contributing
If you would like to contribute, you can do so through GitHub by forking the repository and sending a pull request.
When submitting code, please check that it follows the project's rules and that the tests pass.
Installation
There is two ways to install official releases of SmartWatts: - Using the Container image (recommended) from Docker Hub or the Github Container Registry ; - Using the Python package from Pypi.
Owner
- Name: PowerAPI
- Login: powerapi-ng
- Kind: organization
- Email: contact@powerapi.org
- Location: Lille, France
- Website: http://powerapi.org
- Repositories: 10
- Profile: https://github.com/powerapi-ng
Software-Defined Power Meters
Citation (CITATION.cff)
cff-version: 1.2.0
title: "SmartWatts"
url: "https://github.com/powerapi-ng/smartwatts-formula"
license: BSD-3-Clause
message: "If you use this software, please cite it using the metadata from this file."
authors:
- family-names: "Fieni"
given-names: "Guillaume"
orcid: "https://orcid.org/0000-0002-0165-6824"
preferred-citation:
type: conference-paper
title: "SmartWatts: Self-Calibrating Software-Defined Power Meter for Containers"
authors:
- family-names: "Fieni"
given-names: "Guillaume"
orcid: "https://orcid.org/0000-0002-0165-6824"
- family-names: "Rouvoy"
given-names: "Romain"
orcid: "https://orcid.org/0000-0003-1771-8791"
- family-names: "Seinturier"
given-names: "Lionel"
orcid: "https://orcid.org/0000-0003-0006-6088"
collection-title: "2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)"
collection-type: proceedings
doi: "10.1109/CCGrid49817.2020.00-45"
year: 2020
start: 479
end: 488
GitHub Events
Total
- Create event: 71
- Issues event: 1
- Release event: 2
- Watch event: 6
- Delete event: 62
- Issue comment event: 81
- Push event: 62
- Pull request review event: 50
- Pull request event: 146
- Fork event: 2
Last Year
- Create event: 71
- Issues event: 1
- Release event: 2
- Watch event: 6
- Delete event: 62
- Issue comment event: 81
- Push event: 62
- Pull request review event: 50
- Pull request event: 146
- Fork event: 2
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Guillaume Fieni | g****i@i****r | 175 |
| dependabot[bot] | 4****] | 156 |
| adazemar | a****r@i****r | 34 |
| Lauric Desauw | l****w@i****r | 26 |
| daniel | d****o@u****r | 21 |
| roda82 | d****o@i****r | 20 |
| Lauric Desauw | j****i@u****m | 15 |
| Pierre Rust | p****t@o****m | 9 |
| ldesauw | 8****w | 3 |
| Thomas MILLET | t****t@o****m | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 26
- Total pull requests: 335
- Average time to close issues: 5 months
- Average time to close pull requests: 1 day
- Total issue authors: 18
- Total pull request authors: 7
- Average comments per issue: 2.77
- Average comments per pull request: 0.89
- Merged pull requests: 293
- Bot issues: 1
- Bot pull requests: 283
Past Year
- Issues: 2
- Pull requests: 162
- Average time to close issues: 4 days
- Average time to close pull requests: 1 day
- Issue authors: 2
- Pull request authors: 3
- Average comments per issue: 0.5
- Average comments per pull request: 0.94
- Merged pull requests: 134
- Bot issues: 1
- Bot pull requests: 136
Top Authors
Issue Authors
- PierreRust (3)
- PierreRustOrange (3)
- marceloamaral (2)
- lkrumpak (2)
- catherinemeadows (2)
- jorgermurillo (2)
- Alystrasz (1)
- roda82 (1)
- SamuelPelissier (1)
- valentin19 (1)
- dsaingre (1)
- ldesauw (1)
- dependabot[bot] (1)
- jack-leyland (1)
- rouvoy (1)
Pull Request Authors
- dependabot[bot] (286)
- gfieni (33)
- PierreRustOrange (8)
- Thommil (4)
- roda82 (4)
- altor (2)
- erg352 (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 59 last-month
- Total docker downloads: 49
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 19
- Total maintainers: 1
pypi.org: smartwatts
SmartWatts is a formula for a self-adaptive software-defined power meter based on the PowerAPI framework.
- Documentation: https://smartwatts.readthedocs.io/
- License: BSD-3-Clause
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Latest release: 2.4.1
published 8 months ago
Rankings
Maintainers (1)
Dependencies
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- actions/setup-python v4 composite
- codecov/codecov-action eaaf4bedf32dbdc6b720b63067d99c4d77d6047d composite
- actions/checkout v4 composite
- github/codeql-action/analyze v2 composite
- github/codeql-action/autobuild v2 composite
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- actions/checkout v4 composite
- actions/setup-python v4 composite
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- pypa/gh-action-pypi-publish b7f401de30cb6434a1e19f805ff006643653240e composite
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- docker.io/powerapi/powerapi 2.1.0@sha256 build
- powerapi [everything] == 2.1.0
- scikit-learn >= 0.20.2