A survey of intelligent network slicing management for industrial IoT: Integrated approaches for smart transportation, smart energy, and smart factory
Network slicing has been widely agreed as a promising technique to accommodate diverse
services for the Industrial Internet of Things (IIoT). Smart transportation, smart energy, and …
services for the Industrial Internet of Things (IIoT). Smart transportation, smart energy, and …
Zero touch management: A survey of network automation solutions for 5G and 6G networks
E Coronado, R Behravesh… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Mobile networks are facing an unprecedented demand for high-speed connectivity
originating from novel mobile applications and services and, in general, from the adoption …
originating from novel mobile applications and services and, in general, from the adoption …
Deep reinforcement learning for resource management in network slicing
Network slicing is born as an emerging business to operators by allowing them to sell the
customized slices to various tenants at different prices. In order to provide better-performing …
customized slices to various tenants at different prices. In order to provide better-performing …
The role of caching in future communication systems and networks
This paper has the following ambitious goal: to convince the reader that content caching is
an exciting research topic for the future communication systems and networks. Caching has …
an exciting research topic for the future communication systems and networks. Caching has …
Resource allocation for network slicing in 5G telecommunication networks: A survey of principles and models
With the rapid and sustained growth of network demands, 5G telecommunication networks
are expected to provide flexible, scalable, and resilient communication and network …
are expected to provide flexible, scalable, and resilient communication and network …
GAN-powered deep distributional reinforcement learning for resource management in network slicing
Network slicing is a key technology in 5G communications system. Its purpose is to
dynamically and efficiently allocate resources for diversified services with distinct …
dynamically and efficiently allocate resources for diversified services with distinct …
[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 …
Intelligent traffic steering in beyond 5G open RAN based on LSTM traffic prediction
Open radio access network (ORAN) Alliance offers a disaggregated RAN functionality built
using open interface specifications between blocks. To efficiently support various competing …
using open interface specifications between blocks. To efficiently support various competing …
VNF placement and resource allocation for the support of vertical services in 5G networks
S Agarwal, F Malandrino… - … /ACM transactions on …, 2019 - ieeexplore.ieee.org
One of the main goals of 5G networks is to support the technological and business needs of
various industries (the so-called verticals), which wish to offer to their customers a wide …
various industries (the so-called verticals), which wish to offer to their customers a wide …
Data-driven dynamic resource scheduling for network slicing: A deep reinforcement learning approach
Network slicing is designed to support a variety of emerging applications with diverse
performance and flexibility requirements, by dividing the physical network into multiple …
performance and flexibility requirements, by dividing the physical network into multiple …