Energy-aware virtual network embedding
Virtual network embedding, which means mapping virtual networks requested by users to a
shared substrate network maintained by an Internet service provider, is a key function that …
shared substrate network maintained by an Internet service provider, is a key function that …
Fiber-wireless network virtual resource embedding method based on load balancing and priority
S Xu, P Li, SY Guo, X Qiu - IEEE Access, 2018 - ieeexplore.ieee.org
Network virtualization is becoming one of the most promising ways to solve resource
solidification problem of fiber-wireless access networks. To fully utilize substrate resources …
solidification problem of fiber-wireless access networks. To fully utilize substrate resources …
Extendable NFV-integrated control method using reinforcement learning
A Suzuki, R Kawahara, M Kobayashi… - IEICE Transactions …, 2020 - search.ieice.org
Network functions virtualization (NFV) enables telecommunications service providers to
realize various network services by flexibly combining multiple virtual network functions …
realize various network services by flexibly combining multiple virtual network functions …
Security-aware virtual network embedding algorithm based on reinforcement learning
Virtual network embedding (VNE) algorithm is always the key problem in network
virtualization (NV) technology. At present, the research in this field still has the following …
virtualization (NV) technology. At present, the research in this field still has the following …
Machine learning for dynamic resource allocation in network function virtualization
S Schneider, NP Satheeschandran… - 2020 6th IEEE …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) proposes to replace physical middleboxes with more
flexible virtual network functions (VNFs). To dynamically adjust to ever-changing traffic …
flexible virtual network functions (VNFs). To dynamically adjust to ever-changing traffic …
Resource fragmentation-aware embedding in dynamic network virtualization environments
H Lu, F Zhang - IEEE Transactions on Network and Service …, 2022 - ieeexplore.ieee.org
In network virtualization environments, with random arrival and departure of virtual network
requests, there exist some resources (ie, link resources and node resources) isolated from …
requests, there exist some resources (ie, link resources and node resources) isolated from …
Dynamic embedding and quality of service-driven adjustment for cloud networks
Cloud computing built on virtualization technologies can provide Internet service providers
(SPs) with elastic virtualized node and link resources. SPs can outsource their virtualized …
(SPs) with elastic virtualized node and link resources. SPs can outsource their virtualized …
Optimal resource allocation in sdn/nfv-enabled networks via deep reinforcement learning
Software-Defined Networking (SDN) and Network Functions Virtualization (NFV) are two
emerging paradigms that enable the feasible and scalable deployment of Virtual Network …
emerging paradigms that enable the feasible and scalable deployment of Virtual Network …
A novel reinforcement learning algorithm for virtual network embedding
Network virtualization enables the share of a physical network among multiple virtual
networks. Virtual network embedding determines the effectiveness of utilization of network …
networks. Virtual network embedding determines the effectiveness of utilization of network …
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 …