Reconfiguration in network slicing—Optimizing the profit and performance
Network slicing enables diversified services to be accommodated by isolated slices in
network function virtualization-enabled software-defined networks. To maintain satisfactory …
network function virtualization-enabled software-defined networks. To maintain satisfactory …
[HTML][HTML] Reinforcement learning based resource management for network slicing
Network slicing to create multiple virtual networks, called network slice, is a promising
technology to enable networking resource sharing among multiple tenants for the 5th …
technology to enable networking resource sharing among multiple tenants for the 5th …
On robustness of network slicing for next-generation mobile networks
Network slicing is a fundamental architectural technology for the fifth generation mobile
network. It is challenging to design a robust end-to-end network slice spanning overall …
network. It is challenging to design a robust end-to-end network slice spanning overall …
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 …
specialization of its offered services. Network operators will need to provide added value to …
Learning-based dynamic resource provisioning for network slicing with ensured end-to-end performance bound
To accommodate different sets of network functions with different quality-of-service
requirements for different types of applications in 5G networks, network slicing, which …
requirements for different types of applications in 5G networks, network slicing, which …
The creation phase in network slicing: From a service order to an operative network slice
J Ordonez-Lucena, O Adamuz-Hinojosa… - … on Networks and …, 2018 - ieeexplore.ieee.org
Network slicing is considered a key mechanism to serve the multitude of tenants (eg vertical
industries) targeted by forthcoming 5G systems in a flexible and cost-efficient manner. In this …
industries) targeted by forthcoming 5G systems in a flexible and cost-efficient manner. In this …
Deep reinforcement learning with discrete normalized advantage functions for resource management in network slicing
Network slicing promises to provision diversified services with distinct requirements in one
infrastructure. Deep reinforcement learning (eg, deep Q-learning, DQL) is assumed to be an …
infrastructure. Deep reinforcement learning (eg, deep Q-learning, DQL) is assumed to be an …
Network slice reconfiguration by exploiting deep reinforcement learning with large action space
It is widely acknowledged that network slicing can tackle the diverse usage scenarios and
connectivity services that the 5G-and-beyond system needs to support. To guarantee …
connectivity services that the 5G-and-beyond system needs to support. To guarantee …
[HTML][HTML] Slice management for quality of service differentiation in wireless network slicing
Network slicing is a technology that virtualizes a single infrastructure into multiple logical
networks (called slices) where resources or virtualized functions can be flexibly configured …
networks (called slices) where resources or virtualized functions can be flexibly configured …
An efficient resource management mechanism for network slicing in a LTE network
The proliferation of mobile devices and user applications has continued to contribute to the
humongous volume of data traffic in cellular networks. To surmount this challenge, service …
humongous volume of data traffic in cellular networks. To surmount this challenge, service …