MDP and Machine Learning-Based Cost-Optimization of Dynamic Resource Allocation for Network Function Virtualization.
Runyu ShiJia ZhangWenjing ChuQihao BaoXiatao JinChenran GongQihao ZhuChang YuSteven RosenbergPublished in: SCC (2015)
Keyphrases
- dynamic resource allocation
- machine learning
- optimization problems
- learning algorithm
- reinforcement learning
- operating system
- machine learning methods
- state space
- wireless sensor networks
- feature selection
- active learning
- peer to peer
- cloud computing
- data mining
- decision trees
- network structure
- computer networks
- path length
- allocation policies
- disaster recovery
- distribution network
- minimum cost
- total cost
- communication cost
- cost sensitive
- data center
- information extraction
- support vector machine