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Commit dce1559d authored by Dmitry Duplyakin's avatar Dmitry Duplyakin

Update readme

parent 1e3e0c31
# cloudlab-usage
Repository with data and code related to analysis of CloudLab's control framework, facility usage, and its users.
This repository contains data and code involved in the analysis of ClodLab's
control framework, facility usage, and its users.
The structure of the repository is the following:
- `data/*.csv` files contain CloudLab usage data extracted from the live production databases powering the facility.
To preserve user identities, we excluded columns such as user names, used repositories and scripts, manifests, etc.
and hashed the rest of sensitive information. For details of this anonymization process, refer to
`sql2csv.ipynb` and `manifests2hardware.ipynb` notebooks. The latter process all manifests
and extracts and saves information about the hardware used in each experiment.
- `usage.ipynb` notebook contains code for analysis of CloudLab usage, from hardware types to reservations.
This notebook loads all CSV files, displays important statistics, and produces many figures
characterizing system's utilization.
Use the button shown below to run analysis notebooks from this repository using Binder.
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