Mobile traffic forecasting for maximizing 5G network slicing resource utilization

V Sciancalepore, K Samdanis… - … -IEEE conference on …, 2017 - ieeexplore.ieee.org
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 …

RL-NSB: Reinforcement learning-based 5G network slice broker

V Sciancalepore, X Costa-Perez… - IEEE/ACM transactions …, 2019 - ieeexplore.ieee.org
Network slicing is considered one of the main pillars of the upcoming 5G networks. Indeed,
the ability to slice a mobile network and tailor each slice to the needs of the corresponding …

A utility-driven multi-queue admission control solution for network slicing

B Han, V Sciancalepore, D Feng… - … -IEEE conference on …, 2019 - ieeexplore.ieee.org
The combination of recent emerging technologies such as network function virtualization
(NFV) and network programmability (SDN) gave birth to the Network Slicing revolution. 5G …

Network slicing management & prioritization in 5G mobile systems

M Jiang, M Condoluci… - European wireless 2016; …, 2016 - ieeexplore.ieee.org
5G mobile network is expected to serve flexible requirements hence dynamically allocate
network resources according to the demands. Network slicing, where network resources are …

Dynamic network slice scaling assisted by prediction in 5G network

J Zhou, W Zhao, S Chen - IEEE Access, 2020 - ieeexplore.ieee.org
Network slicing is a key technology in fifth-generation (5G) mobile networks. Slicing divides
a physical network into multiple dedicated logical networks to meet the requirements of …

Optimising 5G infrastructure markets: The business of network slicing

D Bega, M Gramaglia, A Banchs… - … -IEEE conference on …, 2017 - ieeexplore.ieee.org
In addition to providing substantial performance enhancements, future 5G networks will also
change the mobile network ecosystem. Building on the network slicing concept, 5G allows to …

A survey on slice admission control strategies and optimization schemes in 5G network

MO Ojijo, OE Falowo - IEEE Access, 2020 - ieeexplore.ieee.org
The Fifth Generation (5G) communication network is envisioned to provide heterogeneous
services tailored to specific user demands. These services are diverse and can be generally …

Intelligent resource scheduling for 5G radio access network slicing

M Yan, G Feng, J Zhou, Y Sun… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
It is widely acknowledged that network slicing can tackle the diverse use cases and
connectivity services of the forthcoming next-generation mobile networks (5G). Resource …

Resource sharing efficiency in network slicing

C Marquez, M Gramaglia, M Fiore… - … on Network and …, 2019 - ieeexplore.ieee.org
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 …

Deep reinforcement learning for resource management on network slicing: A survey

JA Hurtado Sánchez, K Casilimas… - Sensors, 2022 - mdpi.com
Network Slicing and Deep Reinforcement Learning (DRL) are vital enablers for achieving
5G and 6G networks. A 5G/6G network can comprise various network slices from unique or …