Software-defined network (SDN) is an emerging computer networking technology that
disjoints the data forwarding from the centralized control and enables a highly manageable …

Abstract In Software-Defined Networks (SDNs), determining how to efficiently achieve
Quality of Service (QoS)-aware routing is challenging but critical for significantly improving …

This paper proposes DROM, a deep reinforcement learning mechanism for Software-
Defined Networks (SDN) to achieve a universal and customizable routing optimization …

Abstract Software Defined Networking (SDN) is gaining momentum not only in research but
also in IT industry representing the drivers of 5G networks, due to its capabilities of …

Software-Defined Networking (SDN) enhances network control but faces Distributed Denial
of Service (DDoS) attacks due to centralized control and flow-table constraints in network …

With the rapid growth of fifth-generation (5G), network operators have met with difficulties in
ensuring user satisfaction due to diverse service-level agreement (SLA) requirements …

Software-defined networks (SDNs) have been recognized as the next-generation
networking paradigm that decouples the data forwarding from the centralized control. To …

Software-defined networking (SDN) is an emerging architecture used in many applications
because of its flexible architecture. It is expected to become an essential enabler for the …

To address the challenges of obtaining network state information, flexibly forwarding data,
and improving the communication quality of service (QoS) in wireless network transmission …

Software-Defined Networking (SDN) adapts logically-centralized control by decoupling
control plane from data plane and provides the efficient use of network resources. However …