IEEE

Dynamic Analysis and Visualization of Network Traffic Patterns using Machine Learning and Seasonal Decomposition Techniques

Abstract: The exponential increase of network traffic due to devices running IoT, cloud computing, and remote working has added a dimension to demand high efficiency in network resource management and ...
IEEE

Graph-Based Visualization and Fault Diagnosis in Large-Scale Industrial Sensor Networks Using KNN-Constructed Graph Neural Networks(GNN)-A Approach Synthetic Dataset

Abstract: In this study, we present a scalable method for modeling and visualizing large-scale industrial sensor networks using Graph Neural Network (GNN) principles. By applying the K-Nearest ...