[HTML][HTML] A survey of deep reinforcement learning application in 5G and beyond network slicing and virtualization
Abstract The 5th Generation (5G) and beyond networks are expected to offer huge
throughputs, connect large number of devices, support low latency and large numbers of …
throughputs, connect large number of devices, support low latency and large numbers of …
Algorithmics and modeling aspects of network slicing in 5G and beyonds network: Survey
One of the key goals of future 5G networks is to incorporate many different services into a
single physical network, where each service has its logical network isolated from other …
single physical network, where each service has its logical network isolated from other …
An overview of interslice and intraslice resource allocation in b5g telecommunication networks
F Debbabi, R Jmal, LC Fourati… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We are now in the first phase of the Fifth Generation (5G) network, and its full potential is still
a long way to reach. Network operators and manufacturers are preparing to release new 5G …
a long way to reach. Network operators and manufacturers are preparing to release new 5G …
A survey on slice admission control strategies and optimization schemes in 5G network
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 …
services tailored to specific user demands. These services are diverse and can be generally …
Machine learning in network slicing-a survey
5G and beyond networks are expected to support a wide range of services, with highly
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …
Probabilistic-forecasting-based admission control for network slicing in software-defined networks
Network slicing is one the key features of software-defined networks (SDNs) and can be
used in next-generation communication networks. Admission control of network slices is the …
used in next-generation communication networks. Admission control of network slices is the …
Machine learning for network slicing resource management: A comprehensive survey
B Han, HD Schotten - arXiv preprint arXiv:2001.07974, 2020 - arxiv.org
The emerging technology of multi-tenancy network slicing is considered as an essential
feature of 5G cellular networks. It provides network slices as a new type of public cloud …
feature of 5G cellular networks. It provides network slices as a new type of public cloud …
Multiservice-based network slicing orchestration with impatient tenants
The combination of recent emerging technologies such as network function virtualization
(NFV) and network programmability (SDN) gave birth to the novel Network Slicing paradigm …
(NFV) and network programmability (SDN) gave birth to the novel Network Slicing paradigm …
Maximizing infrastructure providers' revenue through network slicing in 5G
Adapting to recent trends in mobile communications towards 5G, infrastructure owners are
gradually modifying their systems for supporting the network programmability paradigm and …
gradually modifying their systems for supporting the network programmability paradigm and …
An enhanced deep reinforcement learning-based slice acceptance control system (EDRL-SACS) for cloud–radio access network
M Khani, S Jamali, MK Sohrabi - Physical Communication, 2023 - Elsevier
Abstract In 5G networks, Network Slicing (NS) allows service providers (SPs) to create
customized standalone networks on shared platforms provided by infrastructure providers …
customized standalone networks on shared platforms provided by infrastructure providers …