[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 …
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 …
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 …
Resource allocation for network slicing in mobile networks
This paper provides a survey of resource allocation for network slicing. We focus on two
classes of existing solutions:(i) reservation-based approaches, which allocate resources on …
classes of existing solutions:(i) reservation-based approaches, which allocate resources on …
Psaccf: Prioritized online slice admission control considering fairness in 5g/b5g networks
5G/B5G is intended to support various services with the assistance of network slices, and
each slice requires adequate resources to provide the prenegotiated service quality. The …
each slice requires adequate resources to provide the prenegotiated service quality. 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 …
Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges and Future Directions
Sixth-generation (6G) networks anticipate intelligently supporting a wide range of smart
services and innovative applications. Such a context urges a heavy usage of Machine …
services and innovative applications. Such a context urges a heavy usage of Machine …
Priority-based downlink wireless resource provisioning for radio access network slicing
AR Hossain, N Ansari - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
This paper examines network slicing within the radio access network which employs an
orthogonal frequency division multiple access system for downlink communications. Its radio …
orthogonal frequency division multiple access system for downlink communications. Its radio …
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 …
Maximize the Long-Term Average Revenue of Network Slice Provider via Admission Control Among Heterogeneous Slices
Network slicing endows 5G/B5G with differentiated and customized capabilities to cope with
the proliferation of diversified services, whereas limited physical network resources may not …
the proliferation of diversified services, whereas limited physical network resources may not …