Forecast-assisted service function chain dynamic deployment for SDN/NFV-enabled cloud management systems
J Zhang, Y Liu, Z Li, Y Lu - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
Software-defined network (SDN) and network function virtualization (NFV) are
acknowledged as the most promising technologies to effectively allocate resource for …
acknowledged as the most promising technologies to effectively allocate resource for …
Graph neural network based service function chaining for automatic network control
Software-defined networking (SDN) and the network function virtualization (NFV) led to great
developments in software based control technology by decreasing expenditures. Service …
developments in software based control technology by decreasing expenditures. Service …
Deep reinforcement learning for resource demand prediction and virtual function network migration in digital twin network
Q Liu, L Tang, T Wu, Q Chen - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) enables intelligent services varying with the complex and
realtime environment to achieve network benefits, where network function virtualization …
realtime environment to achieve network benefits, where network function virtualization …
Leveraging deep reinforcement learning with attention mechanism for virtual network function placement and routing
The efficacy of Network Function Virtualization (NFV) depends critically on (1) where the
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …
Deep reinforcement learning for the management of software-defined networks and network function virtualization in an edge-IoT architecture
RS Alonso, I Sittón-Candanedo, R Casado-Vara… - Sustainability, 2020 - mdpi.com
The Internet of Things (IoT) paradigm allows the interconnection of millions of sensor
devices gathering information and forwarding to the Cloud, where data is stored and …
devices gathering information and forwarding to the Cloud, where data is stored and …
Scalable orchestration of service function chains in NFV-enabled networks: A federated reinforcement learning approach
Network function virtualization (NFV) is critical to the scalability and flexibility of various
network services in the form of service function chains (SFCs), which refer to a set of Virtual …
network services in the form of service function chains (SFCs), which refer to a set of Virtual …
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 …
Optimal VNF placement via deep reinforcement learning in SDN/NFV-enabled networks
The emerging paradigm-Software-Defined Networking (SDN) and Network Function
Virtualization (NFV)-makes it feasible and scalable to run Virtual Network Functions (VNFs) …
Virtualization (NFV)-makes it feasible and scalable to run Virtual Network Functions (VNFs) …
Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach
Network Function Virtualization (NFV) and service orchestration simplify the deployment and
management of network and telecommunication services. The deployment of these services …
management of network and telecommunication services. The deployment of these services …
Intelligent VNF orchestration and flow scheduling via model-assisted deep reinforcement learning
Hosting virtualized network functions (VNF) has been regarded as an effective way to realize
network function virtualization (NFV). Considering the cost diversity in cloud computing, from …
network function virtualization (NFV). Considering the cost diversity in cloud computing, from …