[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 …
Auction mechanisms for virtualization in 5G cellular networks: Basics, trends, and open challenges
Wireless network virtualization (WNV) is considered as a reliable and effective solution to
enhance the capacity and resource utilization in emerging 5G cellular wireless networks …
enhance the capacity and resource utilization in emerging 5G cellular wireless networks …
Service function chain orchestration across multiple domains: A full mesh aggregation approach
Generally, a service request must specify its required virtual network functions (VNFs) and
their specific order, which is known as the service function chain (SFC). When mapping …
their specific order, which is known as the service function chain (SFC). When mapping …
Energy-efficient and traffic-aware service function chaining orchestration in multi-domain networks
Abstract Service function chaining (SFC) provisioning is helpful not only for saving the
capital expenditure (CAPEX) and operational expenditure (OPEX) of a network provider but …
capital expenditure (CAPEX) and operational expenditure (OPEX) of a network provider but …
A novel optimal mapping algorithm with less computational complexity for virtual network embedding
Network virtualization (NV) is widely accepted as one enabling technology for future
network, which enables multiple virtual networks (VNs) with different paradigms and …
network, which enables multiple virtual networks (VNs) with different paradigms and …
RKD-VNE: Virtual network embedding algorithm assisted by resource knowledge description and deep reinforcement learning in IIoT scenario
In the era of Industry 4.0, the Industrial Internet of Things (IIoT) is developing rapidly, various
IIoT applications pose new challenges to the existing network architecture. On the one hand …
IIoT applications pose new challenges to the existing network architecture. On the one hand …
IoV scenario: Implementation of a bandwidth aware algorithm in wireless network communication mode
Wireless network communication has developed rapidly in recent years, especially in the
field of Internet of vehicles (IoV). However, due to the limitations of traditional network …
field of Internet of vehicles (IoV). However, due to the limitations of traditional network …
NetChain: A blockchain-enabled privacy-preserving multi-domain network slice orchestration architecture
Multi-domain networking slice orchestration is an essential technology for the programmable
and cloud-native 5G network. However, existing research solutions are either based on the …
and cloud-native 5G network. However, existing research solutions are either based on the …
An efficient energy cost and mapping revenue strategy for interdomain NFV-enabled networks
H Cao, S Wu, Y Hu, RS Mann, Y Liu… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Future network based on software-defined networking (SDN) and network function
virtualization (NFV) technologies is the main evolution tendency of current Internet, enabling …
virtualization (NFV) technologies is the main evolution tendency of current Internet, enabling …
pSMART: A lightweight, privacy-aware service function chain orchestration in multi-domain NFV/SDN
Abstract Service Function Chaining (SFC) has become an integral part of every emerging
application to satisfy its specific demand. Due to the massive increase in such diverse …
application to satisfy its specific demand. Due to the massive increase in such diverse …