Adaptive Ensemble Learning-based Network Resource Workload Prediction for VNF Lifecycle Management.
Khizar AbbasJae-Hyoung YooJames Won-Ki HongPublished in: APNOMS (2022)
Keyphrases
- ensemble learning
- lifecycle management
- network resources
- ensemble methods
- ensemble classifier
- prediction accuracy
- generalization ability
- information management
- response time
- network management
- random forest
- decision trees
- concept drift
- base classifiers
- computing resources
- prediction model
- quality of service
- machine learning