Project title

PREDICTION OF DYNAMIC CLOUD RESOURCES PROVISIONING FOR WORKFLOWS

Submitted to:

  • Dr. Indrajeet Gupta

Submitted By:

  1. Yashkumar Jain
  2. Kesava Durga Prasad
  3. Anuj Sharma
  4. Bhumika Agrawal

Project Description

This is a project in which we have to predict the resources used by any virtual machine provisioning for workflow. The prediction is affected by many factors including CPU core, CPU capacity, CPU usage, Memory capacity, Memory usage and Network throughput. We have created a Model which predicts a good accuracy score. We have used MLP Classifier, Gradient Boosting Classifier, AdaBoost Classifier, Bagging Classifier and Random Forest Classifier.

Project Poster

Poster_1
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