Traditional networking is hardware-based, having the control plane coupled with the data
plane. Software-Defined Networking (SDN), which has a logically centralized control plane …

Knowledge-Defined Networking (KDN) necessarily consists of a knowledge plane for the
generation of knowledge, typically using machine learning techniques, and the …

Future 6G wireless communication systems are expected to feature intelligence and
automation. Knowledge-defined networking (KDN) is an evolutionary step toward …

Abstract in a data center network, accurately classifying flow is the key to optimal schedule
flow. However, the existing classification methods cannot meet the demand of real networks …

With the proliferation of devices connected to the Internet of Things (IoT), the complexity of
network management has increased. To intelligently manage large-scale networks, we …

To support the needs of ever-growing cloud-based services, the number of servers and
network devices in data centers is increasing exponentially, which in turn results in high …

The majority of Internet traffic is caused by a relatively small number of flows (so-called
elephant flows). This phenomenon can be exploited to facilitate traffic engineering: resource …

Traffic classification is referred to as the task of categorizing traffic flows into application-
aware classes such as chats, streaming, VoIP, etc. Most systems of network traffic …

To support the needs of ever-growing cloud-based services, the number of servers and
network devices in data centers is increasing exponentially, which in turn results in high …

A heavy‐hitter (HH) network traffic flow consumes considerably more network resources
than other flows combined. The classification of HHs is critical to provide, among others, the …