release-notes.rst

Anuket Nile Release

• Tools
  • Timeseries data-analysis tool added.
  • Update to Model Selector: GANs included.

Anuket Moselle Release

• Models

  • Failure Prediction: Virtual machine

    • LSTM: Attention, Correlation, Stacked
    • CNN
    • Decision Tree

• Tools

  • Model Selector

    • Interactive tool that suggests the best model start with based on the problem and the data.

  • Data Extractor

    • Given timestamp and range, extract the necessary data from Prometheus.

• Research Studies

  • Machine Learning (ML) problems and techniques in NFV.
  • Opensource projects for ML in NFV.