Applications of Soft Computing Integration with Cloud, Fog, and IoT-Based Computing System for Systems
Narendra Kumar · Auerbach Publications eBooks · 2024
Soft computing uses techniques such as fuzzy logic, neural networks, and evolutionary algorithms to solve complex problems. By combining these techniques with Cloud, Fog, and IoT-based computing systems, system designers can create more efficient, reliable, and secure systems. For example, cloud computing can be used to store data and provide computing power for applications. Fog computing can be used to provide low latency and high throughput for applications that require real-time data. IoT-based computing systems can be used to collect data from sensors and devices and send it to the cloud for further processing. By combining these technologies, system designers can create systems that are more efficient, reliable, and secure. In addition, soft computing techniques can be used to optimize the performance of these systems. For example, fuzzy logic can be used to improve the accuracy of data analysis; neural networks can be used to detect anomalies in data; and evolutionary algorithms can be used to optimize system parameters. By combining these techniques with Cloud, Fog, and IoT-based computing systems, system designers can create systems that are more efficient, reliable, and secure. The integration of Soft Computing with Cloud, Fog, and IoT-based computing system for system has become increasingly important in recent years. Soft Computing is an umbrella term for various techniques such as fuzzy logic, artificial neural networks, and evolutionary computing, which are used to solve complex problems. Cloud Computing uses a network of remote servers hosted on the Internet to store, manage, and process data, rather than a local server or a personal computer. Fog Computing is a distributed computing system that extends Cloud Computing capabilities to the edge of the network, allowing for data processing to be done closer to the source of the data. Internet of Things (IoT) based Computing systems are networks of physical devices, vehicles, buildings, and other items embedded with electronics, software, sensors, and network connectivity, which enable these objects to collect and exchange data.