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Recent advances of resource allocation in network function virtualization
Network Function Virtualization (NFV) has been emerging as an appealing solution that
transforms complex network functions from dedicated hardware implementations to software …
transforms complex network functions from dedicated hardware implementations to software …
NFV resource allocation: A systematic review and taxonomy of VNF forwarding graph embedding
Abstract The emergence of Network Functions Virtualisation (NFV) is drastically resha**
the arrangement of network functions. Instead of being built on dedicated hardware (network …
the arrangement of network functions. Instead of being built on dedicated hardware (network …
Energy-efficient computation peer offloading in satellite edge computing networks
Recently, MEC has been integrated with satellite networks to process remote terrestrial
computation tasks with superior coverage and delay. Since single satellite computation is …
computation tasks with superior coverage and delay. Since single satellite computation is …
A survey of networking applications applying the software defined networking concept based on machine learning
The main task of future networks is to build, as much as possible, intelligent networking
architectures for intellectualization, activation, and customization. Software-defined …
architectures for intellectualization, activation, and customization. Software-defined …
Learning-aided computation offloading for trusted collaborative mobile edge computing
Cooperative offloading in mobile edge computing enables resource-constrained edge
clouds to help each other with computation-intensive tasks. However, the power of such …
clouds to help each other with computation-intensive tasks. However, the power of such …
Adaptive VNF scaling and flow routing with proactive demand prediction
With the evolution of Network Function Virtual-izaiton (NFV), enterprises are increasingly
outsourcing their network functions to the cloud. However, using virtualized network …
outsourcing their network functions to the cloud. However, using virtualized network …
Reducing the service function chain backup cost over the edge and cloud by a self-adapting scheme
Emerging virtual network functions (VNFs) bring new opportunities to network services on
the edge within customers' premises. Network services are realized by chained up VNFs …
the edge within customers' premises. Network services are realized by chained up VNFs …
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 …
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 …
Dynamic network function instance scaling based on traffic forecasting and VNF placement in operator data centers
H Tang, D Zhou, D Chen - IEEE Transactions on Parallel and …, 2018 - ieeexplore.ieee.org
Traffic in operator networks is time varying. Conventional network functions implemented by
black-boxes should satisfy the peak traffic requirement, and hence result in low resource …
black-boxes should satisfy the peak traffic requirement, and hence result in low resource …