移动通信2025，Vol.49Issue(3)：30-36,7.DOI:10.3969/j.issn.1006-1010.20250123-0001
无线算力网络的确定性技术研究与展望
Deterministic Network Technology for Wireless Computing Power Networks
摘要
Abstract
The wireless computing power networks fully utilize the computing power resources of mobile terminals,significantly enhancing the flexibility and real-time performance of computing.This paper aims to address the contradiction between the deterministic performance demand and the random transmission environment,conduct an in-depth analysis of the characteristics of wireless computing power networks,and introduce the research on the deterministic technologies for wireless computing power networks.Starting from the current development status of computing power networks and deterministic network technologies,it covers network architecture and application scenarios.Then,we discuss the computing power management system that supports deterministic technology from three aspects:computing power information collection,computing power resource scheduling,and computing power service platform.We introduce the theoretical foundations of deterministic technologies for combating the randomness,such as stochastic network calculus,extreme value theory,stochastic optimization,and machine learning.Given the technical challenges of random wireless environments and communication-computing coupling in wireless computing power networks,it analyzes and prospects the deterministic network technology solutions for wireless computing power networks.The development of these technologies will further promote the integration of computing and networking,enhance the network capabilities in emerging industry applications,and provide deterministic performance guarantees for services.关键词
算力网络/确定性网络/算力调度/通信计算一体化Key words
computing power networks/deterministic network/computing power scheduling/communication-computation integration分类
电子信息工程引用本文复制引用
王玮,顾晨辉,刘伊莎,张殿鑫,张朝阳..无线算力网络的确定性技术研究与展望[J].移动通信,2025,49(3):30-36,7.基金项目
国家自然科学基金联合基金重点项目(U20A20158) （U20A20158）
西电杭研院基金指南项目(GNYZ2023GY0205) （GNYZ2023GY0205）
杭州萧山区重大科技计划项目(2023111) （2023111）
