Software-defined networking (SDN) is an emerging network architecture that promises to
simplify network management, improve network resource utilization, and boost evolution …

Abstract Software Defined Networking (SDN), which decouples control plane and data
plane, normally stores states on controllers to provide flexible programmability and …

Given the power efficiency and Tbps throughput of packet processing, several works are
proposed to offload the decision tree (DT) to programmable switches, ie, in-network …

With the development of the Internet of Things (IoT), the network is required to guarantee the
differential Quality of Service (QoS) requirements of the various data flows of various IoT …

Software-defined networking (SDN) separates the network control plane from the packet
forwarding plane, which provides comprehensive network-state visibility for better network …

Since heavy flows account for a significant fraction of network traffic, being able to predict
heavy flows has benefited many network management applications for mitigating link …

Owing to the Network Function Virtualization (NFV) and Software-Defined Networks (SDN),
Service Function Chain (SFC) has become a popular service in SDN and NFV-enabled …

In the data center network, traffic has a distinct heavy-tailed distribution characteristic, with
the minority of throughput-sensitive elephant flows occupy most of the bandwidth and the …

Data centers in higher education institutions, as well as those of large corporations, face
challenges in terms of traffic flow management. In some cases, due to the limited hardware …

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 …