Integrating clustering and regression for workload estimation in the cloud.
Yongjia YuVasu JindalI-Ling YenFarokh B. BastaniJie XuPeter GarraghanPublished in: Concurr. Comput. Pract. Exp. (2020)
Keyphrases
- clustering algorithm
- clustering method
- nonparametric regression
- k means
- ordinary least squares
- cloud computing
- hierarchical clustering
- neural network
- data mining
- response time
- regression model
- databases
- robust regression
- regression problems
- cluster analysis
- outlier detection
- unsupervised learning
- self organizing maps
- high dimensional data
- similarity function
- fuzzy clustering
- density estimation
- ridge regression
- service level agreements
- markov random field
- multi variate
- polynomial regression
- learning algorithm
- database