Future Innovations Using Edge Computing Infrastructure in IoT Applications
Neha Tyagi, Jitender Mittal, Dler Salih Hasan, Sunil Lalchand Bajeja, Shashidhar Sonnad · Apple Academic Press eBooks · 2025
Although edge computing is a crucial component of creating 5G networks, there are not many edges computing-based applications or innovations in the nation. In the past several years, the Internet of Things (IoT) has seen an enormous increase in the volume of data produced by detectors, actuators, and other equipment. Presently, IoT data is handled in the cloud, primarily using computer power from far-off data centers. As a result, significant limitations in network bandwidth and delay in communication develop. This study promotes future innovation of edge computing in IoT applications that use sensor flows to enhance interactive applications. By categorizing future innovations in terms of the shared cooperation of radio and computer systems, system optimization, and smart administration of resources, this study offers a comprehensive view of the present difficulties and efficient solutions. Following the processing of the human activity statistics, the actions of the associated surveillance items are identified, modeled, and modified using edge device dispersed computation. These systems are distinguished by their quick response time and minimal usage of energy. The outcomes of the study support. From a patent viewpoint, edge computation innovation is now far more effective at being recognized.