Intelligent Interactions and Knowledge Discovery in Future Based Advance Computing

Book excerpt: Human society is ushering into an intelligent society from an information society, in which computing has become a key element in formulating and promoting the development of society. In the new era of digital civilization with the internet of all things, traditional computing on data is far from being able to meet the growing endevour for a higher level of intelligence by humans. The growing interest in intelligent computing, coupled with the development of computing science, the intelligent perception of the physical world, and the understanding of the cognitive mechanism of human consciousness, has collectively elevated the intelligence level of computing and accelerated the discovery and creation of knowledge. Intelligent computing is task-oriented; it matches computing resources and realizes automatic demand calculation and precise system reconstruction. The system architecture is constantly adjusted to the task execution. Directed coupling reconstruction is performed at the software and hardware levels. Automation of the computing process includes automatic resource management and scheduling, automatic service creation and provision, and automatic management of the task life cycle, which is the key to evaluating the friendliness, availability, and service of intelligent computing. The precision of computing results anchors computing services; besides, it solves difficulties, including fast processing of computing tasks and timely matching of computing resources. The book is collection of selected papers accepted for presentation during Avdharan-2023. The objective is to highlight the research pursued by scholars these days in India. It is likely that these researches may give insight for future research and fraternity of researchers is benefitted.