… of Virtual Network Function (VNF) caused by lacking effective prediction in 5G network, a
VNF migration algorithm based on deep belief network prediction of resource requirements is …

… With the prediction results, the Virtual Network Function (VNF) deployment and the … resource
utilization. Simulation results show that the prediction model based on LSTM neural network …

… -deploy VNF by forecasting for upcoming slicing needs. Firstly, … NFV 网络架构,一组有序虚拟
网络功能(VNF, virtual network … topology-aware VNF resource prediction in NFV environments[…

… , be hardware or software resource partitioning based, require in… power-phase topology-aware
placement of GPU workloads. … current resource allocation as input and outputs predictions …

… the large-scale resource requirements of high-performance … resources from an integrated
monolithic server and organize the same type of hardware resources into a physical resource …

… virtual network embedding problem [1], and thus is NP-Complete. The existing solutions for
network … Hence, more extensive measurements are required to derive the prediction model of …

… However, existing Service Function Chain (SFC) deployment methods do not fully consider
the side channel attack problem faced by the Virtual Network Function (VNF) in the multi-…

… A connectionist approach to dynamic resource management for virtualised network
functions. In: Proceedings of the 12th Conference on Network and Service Management (CNSM). …

… In this thesis, we propose a topology-aware “Target APs Search and Measurement” scheme
that can reduce the handover latency of IEEE 802.11-based Wireless LANs. In recent years, …