Requests Prediction in Cloud with a Cyclic Window Learning Algorithm.
Min Sang YoonAhmed E. KamalZhengyuan ZhuPublished in: GLOBECOM Workshops (2016)
Keyphrases
- learning algorithm
- prediction accuracy
- machine learning
- cloud computing
- prediction algorithm
- active learning
- training data
- machine learning algorithms
- learning scheme
- prediction error
- nearest neighbour algorithm
- prediction model
- sliding window
- supervised learning
- predictive model
- window size
- reinforcement learning
- databases
- case study
- learning problems
- image quality
- generalization ability
- learning rate
- artificial neural networks
- data analytics
- database systems