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Chapter and Conference Paper
Simulation Design of Reinforcement-Based Migration System in Software-Defined Networking Using Q-Learning
An innovative strategy, Software-Defined Networking (SDN), provides improved network programmability, flexibility, and scalability. However, a lot of recent material on the transition from traditional network ...
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Chapter and Conference Paper
Spatial Dependency in Software-Defined Networking In-Band Monitoring: Challenges and Future Perspective
Software-Defined Networking (SDN) enhances the current networking infrastructure to be more flexible and manageable. The traditional networking infrastructure is heavily reliant on the hardware devices resulte...
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Chapter and Conference Paper
Expansion Adaptation of Attack-Aware Controller-Link-Switch Cost Minimization Placement in Software-Defined Networking
As a network expands over time, the initial attack recovery and prevention measure may suffer from hiccup where Software-Defined Networking (SDN) controller supply is overwhelmed by traffic demand. The amount ...
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Chapter and Conference Paper
Machine Learning as a Means to Adapt Requirement Changes for SDN Deployment Process in SDN Migration
The deployment of SDN in legacy network has gained popularity across network operators as next generation network architecture. However, full deployment of SDN faces challenges in economical, organizational, a...
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Chapter and Conference Paper
Attack-Aware Recovery Controller-Switch-Link Cost Minimization Placement Algorithm in Software-Defined Networking
An effective controller placement is vital in software-defined networking (SDN). The configuration of controller, switch, link and backup controller in a network will affect the cost of network planning. Hith...
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Chapter and Conference Paper
Time-Sensitive-Aware Scheduling Traffic (TSA-ST) Algorithm in Software-Defined Networking
Time-sensitive-aware scheduling traffic system is capable to eliminate the queuing delay in the network that resulting hard real-time guarantees. Hence, this article aims to develop a time-sensitive-aware sche...
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Chapter and Conference Paper
Towards H-SDN Traffic Analytic Through Visual Analytics and Machine Learning
With new networking paradigm emerged through Software-Defined Networking (SDN) offering various networking advantages over the traditional paradigm, organizations are attracted to migration their legacy netwo...
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Chapter and Conference Paper
Hybrid Software-Defined Network Monitoring
Software defined networking (SDN) with OpenFlow-enabled switches operate alongside traditional switches has become a matter of fact in ISP network paradigms which are known as a hybrid SDN (H-SDN) network. Whe...
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Chapter and Conference Paper
Challenges and Future Direction of Time-Sensitive Software-Defined Networking (TSSDN) in Automation Industry
In Industry 4.0, Cyber physical system (CPS) is suffered from queuing delay during the process of data gathering and feedback generation by which affects the efficiency of providing hard real-time guarantees....
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Chapter and Conference Paper
Towards Efficient and Scalable Machine Learning-Based QoS Traffic Classification in Software-Defined Network
Internet Service Provider (ISP) has the responsibility to fulfill the Quality of Service (QoS) of various types of applications. The centralized network controller in Software Defined Networking (SDN) provides...