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Toward adaptive and scalable OpenFlow-SDN flow control: A survey
Software-defined networking (SDN) is an emerging network architecture that promises to
simplify network management, improve network resource utilization, and boost evolution …
simplify network management, improve network resource utilization, and boost evolution …
[HTML][HTML] Hybrid SDN evolution: A comprehensive survey of the state-of-the-art
Abstract Software-Defined Networking (SDN) is an evolutionary networking paradigm which
has been adopted by large network and cloud providers, among which are Tech Giants …
has been adopted by large network and cloud providers, among which are Tech Giants …
CFR-RL: Traffic engineering with reinforcement learning in SDN
Traditional Traffic Engineering (TE) solutions can achieve the optimal or near-optimal
performance by rerouting as many flows as possible. However, they do not usually consider …
performance by rerouting as many flows as possible. However, they do not usually consider …
A survey on the architecture, application, and security of software defined networking: Challenges and open issues
Abstract Software Defined Networking (SDN) is a new technology that makes computer
networks farther programmable. SDN is currently attracting significant consideration from …
networks farther programmable. SDN is currently attracting significant consideration from …
Deep reinforcement learning for adaptive caching in hierarchical content delivery networks
Caching is envisioned to play a critical role in next-generation content delivery infrastructure,
cellular networks, and Internet architectures. By smartly storing the most popular contents at …
cellular networks, and Internet architectures. By smartly storing the most popular contents at …
GRID: Gradient routing with in-network aggregation for distributed training
As the scale of distributed training increases, it brings huge communication overhead in
clusters. Some works try to reduce the communication cost through gradient compression or …
clusters. Some works try to reduce the communication cost through gradient compression or …
MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learning
The control plane plays a significant role in Software-Defined Networking (SDN). A large
SDN usually implements its control plane with several distributed controllers, each …
SDN usually implements its control plane with several distributed controllers, each …
Availability-and traffic-aware placement of parallelized SFC in data center networks
Network Function Virtualization (NFV) brings flexible provisioning and great convenience for
enterprises outsource their network functions to the Data Center Networks (DCNs). Network …
enterprises outsource their network functions to the Data Center Networks (DCNs). Network …
An intelligent energy efficient optimized approach to control the traffic flow in Software-Defined IoT networks
In modern society numerous digital devices play a very significant role in day-to-day life.
Digital devices are well connected and easily accessible through multiple sensors and …
Digital devices are well connected and easily accessible through multiple sensors and …
A new GSO based method for SDN controller placement
In the context of wide area networks (WANs) and software defined networking (SDN),
reducing the communication delays experienced by the network devices is an important …
reducing the communication delays experienced by the network devices is an important …