Publications by authors named "Prathyusha Sripathi"
Sensors (Basel)
October 2024
Article Synopsis
- Security grids utilizing HD IoT cameras are increasingly popular for perimeter surveillance, but they face challenges with high bandwidth and storage needs for cloud video transmission.
- This paper introduces a Machine Vision at the IoT Edge (Mez) technology combined with a Grid Sensing (GRS) algorithm to reduce cloud resource costs, showing a 31.29% decrease in bandwidth and 22.43% in storage.
- The system optimizes video frame processing and automatically ranks bandwidth needs of IoT nodes to enhance overall efficiency and minimize resource usage.
