Autonomic resource provisioning for multilayer cloud applications with K-nearest neighbor resource scaling and priority-based resource allocation.
Arash MazidiMehdi GolsorkhtabaramiriMeisam Yadollahzadeh TabariPublished in: Softw. Pract. Exp. (2020)
Keyphrases
- resource allocation
- k nearest neighbor
- knn
- nearest neighbor
- resource management
- neural network
- optimal resource allocation
- resource requirements
- resource consumption
- cloud computing
- resource usage
- resource allocation problems
- resource allocation decisions
- scarce resources
- knn algorithm
- resource availability
- support vector machine
- resource sharing
- cloud computing environment
- knn classifier
- hierarchical document clustering
- grid environment
- feature selection
- allocation strategies
- graph construction
- vowel recognition
- information retrieval
- allocation problems
- text classification
- virtual machine
- k nearest neighbour
- distance function
- range queries
- feature space
- allocate resources
- data center
- dynamic resource allocation
- spatial networks
- learning algorithm
- machine learning