resource management

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 …

Resource Sharing Efficiency in Network Slicing

The economic sustainability of future mobile networks will largely depend on the strong specialization of its offered services. Network operators will need to provide added value to their tenants, by moving from the traditional one-size-fits-all …

Resource Sharing Efficiency in Network Slicing

The economic sustainability of future mobile networks will largely depend on the strong specialization of its offered services. Network operators will need to provide added value to their tenants, by moving from the traditional one-size-fits-all …

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 …

How Should I Slice My Network?: A Multi-Service Empirical Evaluation of Resource Sharing Efficiency

By providing especially tailored instances of a virtual network,network slicing allows for a strong specialization of the offered services on the same shared infrastructure. Network slicing has profound implications on resource management, as it …

Identifying 5G System Enhancements: Enabling Technologies for Multi-Service Networks

The fifth generation (5G) of mobile and wireless communications networks aims at addressing a diverse set of use cases, services, and applications with a particular focus on enabling new business cases via network slicing. The development of 5G has …

Overall 5G-MoNArch architecture and implications for resource elasticity

The fifth generation (5G) of mobile and wireless communications networks aims at addressing a diverse set of use cases, services, and applications with a particular focus on enabling new business cases via network slicing. The development of 5G has …

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 …