Leveraging Deep Learning to Achieve Efficient Resource Allocation with Traffic Evaluation in Datacenter Optical Networks.
Ao YuHui YangWei BaiLinkuan HeHongyun XiaoJie ZhangPublished in: OFC (2018)
Keyphrases
- resource allocation
- deep learning
- resource management
- optical networks
- resource allocation problems
- machine learning
- optimal resource allocation
- allocation problems
- resource consumption
- wavelength division multiplexing
- real time
- unsupervised feature learning
- scarce resources
- combinatorial auctions
- software architecture
- unsupervised learning
- multi agent systems
- reinforcement learning
- training data