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) …
Iot ecosystem on exploiting dynamic vnf orchestration and service chaining: Ai to the rescue?
M Emu, S Choudhury - IEEE Internet of Things Magazine, 2020 - ieeexplore.ieee.org
An efficient automated virtual network function (VNF) deployment and service function
chaining (SFC) can induce a significant improvement in the overall performance of various …
chaining (SFC) can induce a significant improvement in the overall performance of various …
Dynamic service function chain embedding for NFV-enabled IoT: A deep reinforcement learning approach
The Internet of things (IoT) is becoming more and more flexible and economical with the
advancement in information and communication technologies. However, IoT networks will …
advancement in information and communication technologies. However, IoT networks will …
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 …
Service Function Chain Deployment Using Deep Q Learning and Tidal Mechanism
With the rapid development of software-defined networking/network function virtualization
(NFV) technologies, service function chaining (SFC) has become a key enabler for end-to …
(NFV) technologies, service function chaining (SFC) has become a key enabler for end-to …
Service function chain embedding for NFV-enabled IoT based on deep reinforcement learning
It is challenging to efficiently manage different resources in the IoT. Recently, Network
function virtualization has attracted attention because of its prospect to achieve efficient …
function virtualization has attracted attention because of its prospect to achieve efficient …
Towards intelligent provisioning of virtualized network functions in cloud of things: A deep reinforcement learning based approach
Cloud of Things (CoT) is an integration of Internet of Things (IoT) and cloud computing,
where Network Function Virtualization (NFV) can dynamically provide Virtualized Network …
where Network Function Virtualization (NFV) can dynamically provide Virtualized Network …
Dynamic decomposition of service function chain using a deep reinforcement learning approach
The Internet of Things (IoT) universe will continue to expand with the advent of the sixth
generation of mobile networks (6G), which is expected to support applications and services …
generation of mobile networks (6G), which is expected to support applications and services …
A multi-objective service function chain mapping mechanism for IoT networks
C Han, S Xu, S Guo, X Qiu, A Xiong… - … & Mobile Computing …, 2019 - ieeexplore.ieee.org
Network Function Virtualization (NFV) promises a significant advantage for IoT operators to
steer substantial customizable service through a sequence of virtual network function (VNF) …
steer substantial customizable service through a sequence of virtual network function (VNF) …
GCN-TD: A learning-based approach for service function chain deployment on the fly
Network function virtualization (NFV) has emerged as a promising paradigm for transforming
network functions from dedicated hardware to software middleboxes, which can …
network functions from dedicated hardware to software middleboxes, which can …