# deep learning

## DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning

Network slicing is a new paradigm for future 5G networks where the network infrastructure is divided into slices devoted to different services and customized to their needs. With this paradigm, it is essential to allocate to each slice the needed …

## $α$-OMC: cost-aware deep learning for mobile network resource orchestration

Orchestrating resources in 5G and beyond-5G systems will be substantially more complex than it used to be in previous generations of mobile networks. In order to take full advantage of the unprecedented possibilities for dynamic reconfiguration …