… challenges with dynamic resource management in NFV [3]. … -offs while allocating resources
to Virtual Network Functions (… be predicted ahead of time, so that the required resources are …

… For the migration, we design a topology-aware greedy algorithm with the goal to … to predict
resource requirements of SFC so as to develop migration strategy. We combine prediction …

… The use of predicted values bring benefit of enabling earlier … predicted resource usages and
current resource usages. … PMs whose free resources meet all the resource requirement of v i …

… Their strategy was based on renewable energy prediction … required resources of each virtual
network are low and they have a few required nodes and links, then several virtual networks …

… , we design a virtual network topology-aware southbound … The control plane needs to know
not the physical location (eg… Due to the prior work of traffic matrix prediction in clouds [36], [37]…

… Topology-aware learning We experiment for … network and requirements of service requests
and VNFs. In the experiment, our model provides near-optimal VNF deployment prediction in …

… will be particularly useful if a wireless network needs to timely handle the dynamics due to
… a topology-aware approach to train a DL machine which can robustly predict important links …

… with the fundamental requirements of southbound message … its-kind work on virtual network
topology-aware southbound … Due to the prior work of traffic matrix prediction in clouds [30, …

… Boutaba, “Topology-aware prediction of virtual network function resource requirements,”
IEEE Transactions on Network and Service Management, vol. 14, no. 1, 2017. …

… which require overfilled storage and processing resources urge the … It is predicted that the
electricity consumption of world’s ICT … In addition to, another prediction says that the energy …