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 compu...

詳細記述

書誌詳細
出版年:Tongxin xuebao
主要な著者: ZHU Hailong, YANG Fan, JIANG Ruyi, JIA Qingmin, ZHOU Xiaomao, XIE Renchao, HUANG Tao
フォーマット: 論文
言語:中国語
出版事項: Editorial Department of Journal on Communications 2024-10-01
主題:
オンライン・アクセス:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024174/
その他の書誌記述
要約: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 introduced briefly. Then, followed by the proposal of a novel basic architecture and operational mechanism for CNI, intelligent 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 inevitable trend for the future, effectively addressing issues such as complex operational processes, excessive reliance on human experience, and difficulties in adapting to dynamically changing environments.
ISSN:1000-436X