SVM-Based Incremental Learning Algorithm for Large-Scale Data Stream in Cloud Computing.
Ning WangYang YangLiyuan FengZhenqiang MiKun MengQing JiPublished in: KSII Trans. Internet Inf. Syst. (2014)
Keyphrases
- cloud computing
- incremental learning algorithm
- data streams
- incremental learning
- cloud computing platform
- computing resources
- data center
- distributed computing
- cloud computing environment
- hyperplane
- mapreduce framework
- data management
- computing technologies
- service providers
- big data
- business models
- support vector
- learning algorithm
- data analytics
- utility computing
- support vector machine
- active learning
- computing platform
- support vector machine svm
- service level agreements
- computing infrastructure
- cloud storage
- load balancing
- svm classifier
- feature space
- feature selection
- cloud platform
- middleware architecture
- data sets
- database