Federated learning (FL) has emerged in edge computing to address limited bandwidth and
privacy concerns of traditional cloud-based centralized training. However, the existing FL …

Network Functions Virtualization (NFV), which decouples network functions from the
underlying hardware, has been regarded as an emerging paradigm to provide flexible …

The past decades have seen a proliferation of middlebox deployment in various scenarios,
including backbone networks and cloud networks. Since flows have to traverse specific …

Middleboxes are widely used in modern networks for a variety of network functions in
cybersecurity, performance enhancement, and monitoring. Middlebox policy enforcement is …

天地一体化网络正在成为下一代网络的发展新趋势, SDN 和NFV 正在成为集成卫星网络和地面
网络的主要渠道. SDN 具有转控分离的特性, 可以从整个网络配置资源, 实现卫星网络的优化 …

In order to meet the difference of reliability requirements of different services in 5G network
scenarios and achieve a certain degree of balance of node resources, a service function …

The study presents an M/M/m queue model for a fuzzy-based management of parallel
multiple servers. In this network, customers arrive according to a homogeneous Poisson …

The placement of virtual network functions (VNFs) has been widely studied. We motivate our
research by the following two observations. First, in many situations, such as enterprise and …

Efficient, accurate and scalable policy enforcement strategy is critical to network
management. Middleboxes are widely used in modern networks to enforce policies because …