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 …
A cloud-based SDN/NFV testbed for end-to-end network slicing in 4G/5G
A Esmaeily, K Kralevska… - 2020 6th IEEE Conference …, 2020 - ieeexplore.ieee.org
Network slicing aims to shape 5G as a flexible, scalable, and demand-oriented network.
Research communities deploy small-scale and cost-efficient testbeds in order to evaluate …
Research communities deploy small-scale and cost-efficient testbeds in order to evaluate …
Joint monitoring and analytics for service assurance of network slicing
M Xie, Q Zhang, P Grønsund… - … IEEE Conference on …, 2018 - ieeexplore.ieee.org
Network slicing is a concept to provide dedicated and isolated telco services tailored to
specific needs of different verticals over a common infrastructure. Offering service assurance …
specific needs of different verticals over a common infrastructure. Offering service assurance …
A constrained reinforcement learning based approach for network slicing
With the proliferation of mobile networks, we face strong diversification of services,
demanding the current network to embed more flexibility. To satisfy this daring need …
demanding the current network to embed more flexibility. To satisfy this daring need …
Service orchestration and federation for verticals
X Li, J Mangues-Bafalluy, I Pascual… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
The next generation mobile transport networks shall transform into flexible and agile
SDN/NFV-based transport and computing platforms, capable of simultaneously supporting …
SDN/NFV-based transport and computing platforms, capable of simultaneously supporting …
End-to-end network slicing for future wireless in multi-region cloud platforms
End-to-end network slicing is an auspicious paradigm, which promises to lead the way
towards efficiently addressing the problems of legacy networks. Based on softwarization and …
towards efficiently addressing the problems of legacy networks. Based on softwarization and …
Toward tailored resource allocation of slices in 6G networks with softwarization and virtualization
Compared with 5G networks, 6G networks are guaranteed to provide various tailored end-to-
end network services and emerging cloud-edge applications. Network slicing (NS) is …
end network services and emerging cloud-edge applications. Network slicing (NS) is …
VNF-Enabled 5G Network Orchestration Framework for Slice Creation, Isolation and Management
T Srinivasan, S Venkatapathy, HG Jo, IH Ra - Journal of Sensor and …, 2023 - mdpi.com
Network slicing is widely regarded as the most critical technique for allocating network
resources to varied user needs in 5G networks. A Software Defined Networking (SDN) and …
resources to varied user needs in 5G networks. A Software Defined Networking (SDN) and …
Slicing and allocation of transformable resources for the deployment of multiple virtualized infrastructure managers (vims)
In the context of 5G networks, the concept of network slicing allows network providers to
flexibly share infrastructures with mobile service providers and verticals. While this concept …
flexibly share infrastructures with mobile service providers and verticals. While this concept …
[HTML][HTML] Tackling IoT scalability with 5G NFV-enabled network slicing
PH Lee, FJ Lin - Advances in Internet of Things, 2021 - scirp.org
With emerging large volume and diverse heterogeneity of Internet of Things (IoT)
applications, the one-size-fits-all design of the current 4G networks is no longer adequate to …
applications, the one-size-fits-all design of the current 4G networks is no longer adequate to …