https://github.com/eddieantonio/collect-data
Replication repository for "How does Docker affect energy consumption? Evaluating workloads in and out of Docker containers"
https://github.com/eddieantonio/collect-data
docker energy jss watts-up-pro
Last synced: 7 months ago
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Replication repository for "How does Docker affect energy consumption? Evaluating workloads in and out of Docker containers"
- Host: GitHub
- URL: https://github.com/eddieantonio/collect-data
- Owner: eddieantonio
- License: gpl-3.0
- Created: 2018-04-07T05:39:21.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-05-21T16:03:29.000Z (over 7 years ago)
- Last Synced: 2025-01-20T14:57:18.158Z (9 months ago)
- Topics: docker, energy, jss, watts-up-pro
- Language: Python
- Homepage: https://doi.org/10.5281/zenodo.1215174
- Size: 5.77 MB
- Stars: 3
- Watchers: 4
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
Measurements
============
[](https://doi.org/10.5281/zenodo.1215174)
[][Paper URI]
Utilities for obtaining energy measurements from a Watts Up? Pro. See
`analysis/` for R scripts used to calculate statistics and generate
figures.
[Read our preprint (PDF)][Paper URI]!
If you use these scripts, please [cite our paper](#citation)!
[Paper URI]: https://arxiv.org/pdf/1705.01176.pdf
Setup
-----
Requires Python 3.5+ and pip (`virtualenv` recommended):
$ pip install -r requirements.txt
Usage
-----
### Defining an experiment
Add the experiment to `experiments.py`:
```python
@Experiment
def fullstack():
"This experiment runs Apache Benchmark on the Pis..."
...
```
### Running an experiments
Use `./run-experiment.py`:
```sh
$ python run-experiment.py fullstack native
```
### Getting energy data
Use the module as a script to estimate energy from all of the tests and
copy it into a table.
If your data is stored in an SQLite database file called `energy.sqlite`:
```sh
$ python -m measurments --table-name=energy energy.sqlite
```
Then you can access the `energy` table in SQLite (or use your favourite driver).
```sh
$ sqlite3 -csv -header energy.sqlite 'SELECT * FROM energy'
id,configuration,experiment,energy,started,ended,elapsed_time
2,native,idle,2640.2,1467665307981.03,1467665366137.17,58156.1420898438
3,native,idle,2685.1,1467665367137.38,1467665426296.44,59159.0610351562
4,native,idle,2684.8,1467665427299.03,1467665486454.59,59155.5590820313
5,native,idle,2729.8,1467665487458.47,1467665547626.23,60167.7639160156
6,native,idle,2684.6,1467665548628.7,1467665607794.03,59165.33203125
7,native,idle,2640.1,1467665609798.64,1467665667980.85,58182.216796875
8,native,idle,2684.4,1467665668985.92,1467665728154.63,59168.7067871094
9,native,idle,2684.8,1467665729156.64,1467665788295.35,59138.71484375
10,native,idle,2685.5,1467665789300.51,1467665848479.9,59179.3918457031
...
```
Test
----
First, ensure `measurements` is importable:
```sh
pip install -e .
```
Then, simply use `setup.py`:
```sh
python setup.py test
```
Citation
========
If you use these scripts in your work, please cite us as follows:
```bibtext
@article{santos2017docker,
author = {Santos, Eddie Antonio and
{McLean}, Carson and
Solinas, Christopher and
Hindle, Abram},
title = {How does {Docker} affect energy consumption? Evaluating workloads in
and out of {Docker} containers},
journal = {{CoRR}},
volume = {abs/1705.01176},
year = {2017},
url = {http://arxiv.org/abs/1705.01176},
archivePrefix = {arXiv},
eprint = {1705.01176},
}
```
License
=======
Copyright (C) 2016, 2017, 2018 Eddie Antonio Santos, Carson McLean, Christopher Solinas.
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program. If not, see .