resource allocation

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 …

5G-MoNArch Use Case for ETSI ENI: Elastic Resource Management and Orchestration

5G networks will grant spectacular improvements of the most relevant Key Performance Indicators (KPIs) while allowing resource multi-tenancy through network slicing. However, the other side of the coin is represented by the huge increase of the …

The path towards resource elasticity for 5G network architecture

Vertical markets and industries are addressing a large diversity of heterogeneous services, use cases, and applications in 5G. It is currently common understanding that for networks to be able to satisfy those needs, a flexible, adaptable, and …

Mobile traffic forecasting for maximizing 5G network slicing resource utilization

The emerging network slicing paradigm for 5G provides new business opportunities by enabling multi-tenancy support. At the same time, new technical challenges are introduced, as novel resource allocation algorithms are required to accommodate …