Project title
PREDICTION OF DYNAMIC CLOUD RESOURCES PROVISIONING FOR WORKFLOWS
Submitted to:
- Dr. Indrajeet Gupta
Submitted By:
- Yashkumar Jain
- Kesava Durga Prasad
- Anuj Sharma
- 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
