Service-Aware Hierarchical Fog-Cloud Resource Mappingfor e-Health with Enhanced-Kernel SVM.
Alaa AlZailaaHao Ran ChiAyman RadwanRui L. AguiarPublished in: J. Sens. Actuator Networks (2024)
Keyphrases
- support vector
- kernel function
- kernel methods
- cloud computing
- service level agreements
- kernel space
- service providers
- multiple kernel learning
- kernel parameters
- cloud computing environment
- feature space
- support vector machine
- svm classification
- support vector machine svm
- kernel machines
- grid environment
- resource sharing
- resource allocation
- decision function
- resource discovery
- rbf kernel
- service oriented
- private cloud
- single image
- cloud services
- kernel matrix
- management system
- svm classifier
- polynomial kernels
- web services
- hyperplane
- standard svm
- support vectors
- gaussian kernel
- cloud platform
- linear svm
- positive definite
- histogram intersection kernel
- high dimensional
- multiple kernel
- machine learning
- feature selection
- kernel ridge regression
- training set
- resource usage
- kernel pca
- resource management
- service discovery
- string kernels
- kernel learning
- generalization ability
- input space
- loss function
- gaussian kernels
- knn
- feature vectors
- large margin classifiers
- classification and regression problems
- gaussian processes
- face recognition
- reproducing kernel hilbert space