北京交通大学学报2025，Vol.49Issue(5)：1-5,5.DOI:10.11860/j.issn.1673-0291.20250143
面向智算融合的新型网络发展与演进
Development and evolution of emerging network for smart computing integration
摘要
Abstract
To meet the stringent requirements for low latency,high reliability,and intelligence posed by emerging applications such as autonomous driving and the Industrial Internet,this study examines the limitations of traditional network architectures in heterogeneous resource integration,service adaptation,and intelligent decision-making.A smart computing integration network architecture based on a"three-layer,three-domain"framework is proposed,and its de-velopment prospects are discussed in relation to the deep integration of heterogeneous networks,computing resource scheduling,and network-native intelligence.The research results demon-strate that the proposed smart computing integration network architecture enables a paradigm shift from"passive connection"to"active service"through key technologies such as unified re-source representation,computing-network demand analysis,and agile resource scheduling,thereby achieving comprehensive coordination between computing and networking.The research findings provide theoretical references and technical pathways for the construction of intelligent,efficient,and reliable emerging network infrastructures.关键词
智算融合网络/资源表征/需求解析/敏捷调度Key words
smart computing integration network/resource representation/demand analysis/agile scheduling分类
信息技术与安全科学引用本文复制引用
张宏科,富一鸣,苏伟,彭轶华..面向智算融合的新型网络发展与演进[J].北京交通大学学报,2025,49(5):1-5,5.基金项目
国家自然科学基金(62394321)National Natural Science Foundation of China(62394321) （62394321）
