Computing-network intelligence:research progress and prospects
Although the computing power network(CPN)can connect via the Internet and flexibly schedule computing resources,it still lacks intelligence and flexibility in practical applications.To address the need for enhanced intelligence in computing power networks,the background and concept of the computing-network intelligence(CNI)were first intro-duced briefly.Then,followed by the proposal of a novel basic architecture and operational mechanism for CNI,intelli-gent resource allocation and service scheduling of multi-dimensional resources were achieved through key technologies such as computing-network perception,intelligent decision-making,computing power routing,automation,and self-optimization.Finally,future research directions and technical challenges were discussed.CNI is recognized as an inevi-table trend for the future,effectively addressing issues such as complex operational processes,excessive reliance on hu-man experience,and difficulties in adapting to dynamically changing environments.
computing-network convergencecomputing-network intelligencecomputing power networkautonomous network