端侧算力网络:架构与关键技术
Terminal-Side Computing Power Network:Architecture and Key Technologies
张兴 1曲哲言 1孙钰坤 1张佳鑫 1王文博1
作者信息
- 1. 北京邮电大学信息与通信工程学院,北京 100876
- 折叠
摘要
随着未来泛终端能力的不断增强以及从被动式向主动式的转变,越来越多泛在分布的端侧算力亟待挖掘,而目前的算力网络研究往往缺乏对端侧算力的管理能力.对此,提出了端侧算力网络的体系架构和功能特征.针对终端设备的特点,详细阐述了端侧算力网络的关键技术,包括终端行为与终端算力的感知、基于移动性预测的算力迁移和面向差异化终端业务的服务编排技术等.最后,对端侧算力网络面临的挑战进行分析,为端侧算力网络的发展方向提供参考.
Abstract
Computing power network has become one of the significant methods to address the imbalance between computing power supply and demand by integrating multidimensional resources such as computing power,networks,and data.Meanwhile,with the continuous enhancement of pan terminal capability and the transition from the passive to the active in the future,the ubiquity of the terminal-side computing power has not been fully exploited.In this regard,the architecture and functional characteristics of Terminal-Side Computing Power Network are proposed.By targeting the characteristics of terminal devices,the main key technologies of Terminal-Side Computing Power Network are elaborated in detail,including the perception of terminal behavior and computing power,computing power migration based on mobility prediction,service orchestration technology for differentiated terminal services,etc.Finally,the challenges faced by Terminal-Side Computing Power Network are analyzed,providing reference for the future development directions.
关键词
端侧算力网络/主动式终端/资源编排/可信交易Key words
terminal-side computing power network/active terminal/resource orchestration/trusted transaction引用本文复制引用
基金项目
国家自然科学基金项目(62271062)
国家自然科学基金项目(62071063)
出版年
2024
NETL
NSTL
万方数据