Distributed orchestration of service function chains for edge intelligence in the industrial internet of things
Network virtualization techniques are promising to overcome the obstacle of applying and
expanding costly traditional networks in the industrial Internet of things (IIoT). Artificial …
expanding costly traditional networks in the industrial Internet of things (IIoT). Artificial …
A Lagrangian-relaxation-based approach for service function chain dynamic orchestration for the Internet of Things
Network function virtualization and multiaccess edge computing have been introduced by
Internet service providers to deal with various challenges, which hinder them from satisfying …
Internet service providers to deal with various challenges, which hinder them from satisfying …
Dynamic service function chain orchestration for NFV/MEC-enabled IoT networks: A deep reinforcement learning approach
Y Liu, H Lu, X Li, Y Zhang, L Xi… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) and mobile-edge computing (MEC) have been
introduced by Internet service providers (ISPs) to deal with various challenges, which hinder …
introduced by Internet service providers (ISPs) to deal with various challenges, which hinder …
PRSFC-IoT: A performance and resource aware orchestration system of service function chaining for Internet of Things
Nowadays, service function chaining (SFC) becomes more and more widespread and
profound to implement flexible and economical virtual network infrastructures for the Internet …
profound to implement flexible and economical virtual network infrastructures for the Internet …
Optimized IoT service chain implementation in edge cloud platform: a deep learning framework
Internet of Things (IoT) services have been implemented for several network applications
from smart cities to rural areas. However, there are many barriers to provide an efficient …
from smart cities to rural areas. However, there are many barriers to provide an efficient …
Trusted cloud-edge network resource management: DRL-driven service function chain orchestration for IoT
S Guo, Y Dai, S Xu, X Qiu, F Qi - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
Private and public networks sharing resources for Internet of Things (IoT) network through
network function virtualization (NFV) and software-defined networking (SDN) forms a …
network function virtualization (NFV) and software-defined networking (SDN) forms a …
Multiagent deep-reinforcement-learning-based virtual resource allocation through network function virtualization in Internet of Things
Resource allocation is a significant task in the emerging area of Internet of Things (IoT). IoT
devices are usually low-cost devices with limited computational power and capabilities for …
devices are usually low-cost devices with limited computational power and capabilities for …
Priority-aware resource management for adaptive service function chaining in real-time intelligent IoT services
The growth of the Internet of Things (IoT) in various mission-critical applications generates
service heterogeneity with different priority labels. A set of virtual network function (VNF) …
service heterogeneity with different priority labels. A set of virtual network function (VNF) …
Service function chains multi-resource orchestration in virtual mobile edge computing
Abstract Next-Generation Networks (NGNs) provide efficient services to improve the overall
network performance, especially in Internet of Things (IoT) networks. However, service …
network performance, especially in Internet of Things (IoT) networks. However, service …
Intelligent service deployment policy for next-generation industrial edge networks
Edge computing has appeared as a promising technology for realizing industrial
computation data at the edge of the network. The fundamental challenge in edge-enabled …
computation data at the edge of the network. The fundamental challenge in edge-enabled …