kadupitiya / goog-preemption-data

Google VMs Preemption dataset described in the paper "Modeling The Temporarily Constrained Preemptions Of Transient Cloud VMs"

• Dataset is stored as a json file inside data/data.json file.
• Check the description and the examples provided inside the data_load_example.ipynb file.
• Paper: Modeling The Temporarily Constrained Preemptions Of Transient Cloud VMs
• Cite as:

@article{sharma2019modeling,
  title={Modeling Constrained Preemption Dynamics Of Transient Cloud Servers},
  author={Sharma, Prateek and Kadupitiya, JCS and Jadhao, Vikram},
  journal={arXiv preprint arXiv:1911.05160},
  year={2019}
}

• Few examples
  • Example 01: Data Distribution across the days of the week
  • Example 02: Data Distribution across the hours of the day
  • Example 03: Data Distribution across the different VM types
  • Example 04: Data Distribution across the different zones