ML-based pre-deployment SDN performance prediction with neural network boosting regression
Software defined networking (SDN) has been proposed as an effective approach to improve
network management efficiency and increase network intelligence in various networks …
network management efficiency and increase network intelligence in various networks …
Can We Trust Synthetic Data in Medicine? A Sco** Review of Privacy and Utility Metrics
Introduction: Sharing and re-using health-related data beyond the scope of its initial
collection is essential for accelerating research, develo** robust and trustworthy machine …
collection is essential for accelerating research, develo** robust and trustworthy machine …
Graph-Based Multi-Label Classification for WiFi Network Traffic Analysis
Network traffic analysis, and specifically anomaly and attack detection, call for sophisticated
tools relying on a large number of features. Mathematical modeling is extremely difficult …
tools relying on a large number of features. Mathematical modeling is extremely difficult …
Want More WANs? Comparison of Traditional and GAN-Based Generation of Wide Area Network Topologies via Graph and Performance Metrics
Wide Area Network (WAN) research benefits from the availability of realistic network
topologies, eg, as input to simulations, emulators, or testbeds. With the rise of Machine …
topologies, eg, as input to simulations, emulators, or testbeds. With the rise of Machine …
Comparing traditional and GAN-based approaches for the synthesis of wide area network topologies
Wide Area Network (WAN) research benefits from the availability of realistic network
topologies, eg, as input to simulations, emulators, or testbeds. With the rise of Machine …
topologies, eg, as input to simulations, emulators, or testbeds. With the rise of Machine …
Enhanced Machine Learning-Based SDN Controller Framework for Securing IoT Networks
N Karmous, MOE Aoueileyine, M Abdelkader… - International Conference …, 2023 - Springer
Abstract The Internet of Things (IoT) ecosystem consists of interconnected devices that work
together. It facilitates communication between devices, real-time data exchange and cloud …
together. It facilitates communication between devices, real-time data exchange and cloud …
ML-based SDN performance prediction
Z Liu - Applied and Computational Engineering, 2023 - ewadirect.com
Abstract Software-defined networking (SDN), a new type of network architecture with the
advantages of programmability and centralized management, has become a promising …
advantages of programmability and centralized management, has become a promising …