SmartWatts is a formula for a self-adaptive software-defined power meter based on the PowerAPI framework.
Project description
SmartWatts is a software-defined power meter based on the PowerAPI toolkit. SmartWatts is a configurable software that can estimate the power consumption of software in real-time. SmartWatts need to receive several metrics provided by [hwpc-sensor](https://github.com/powerapi-ng/hwpc-sensor) :
The Running Average Power Limit (RAPL)
TSC
APERF
MPERF
CPU_CLK_THREAD_UNHALTED:REF_P
CPU_CLK_THREAD_UNHALTED:THREAD_P
LLC_MISSES
INSTRUCTIONS_RETIRED
The reasons of those metrics are described in [SmartWatts: Self-Calibrating Software-Defined Power Meter for Containers](https://hal.inria.fr/hal-02470128)
# About
SmartWatts is an open-source project developed by the [Spirals research group](https://team.inria.fr/spirals) (University of Lille 1 and Inria).
The documentation is available [here](http://powerapi.org).
## Contributing
If you would like to contribute code you can do so through GitHub by forking the repository and sending a pull request. You should start by reading the [contribution guide](https://github.com/powerapi-ng/smartwatts-formula/blob/master/contributing.md)
When submitting code, please check that it is conform by using pylint and flake8 with the configurations files at the root of the project.
## Publications
[SmartWatts: Self-Calibrating Software-Defined Power Meter for Containers](https://hal.inria.fr/hal-02470128): G. Fieni, R. Rouvoy, L. Seinturier. _IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid). May 2020, Melbourne, Australia
## Acknowledgments
SmartWatts is written in [Python](https://www.python.org/) (under [PSF license](https://docs.python.org/3/license.html)) and built on top of [PowerAPI](https://github.com/powerapi-ng/powerapi)
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