The invention provides a value oriented storage and processing integrated optimization method for categorized resources. Resource instances collected by the Internet of Things are divided into three types of data, information and knowledge from the conceptual level. In order to solve the contradiction of limited bandwidth of the Internet of Things and the demand for mass resource transmission, a resource processing scheme is determined by comparing the costs of direct resource processing and processing after resource type converting. The method belongs to the field of interdisciplinary areas of distributed computing and software engineering. According to the invention, collecting, transmitting, storing, processing, transforming, creating, displaying, protecting and using of resources are used as the corresponding activities of related resources for modeling; dynamic resource allocation under limited network bandwidth resources is realized; the resource use efficiency is improved, anda balanced resource load is maintained; computing cost and space cost for resource processing and storage are optimized; and the system can keep a stable state.