光通信研究Issue(4):53-66,14.DOI:10.13756/j.gtxyj.2026.260125
下一代智算中心光网络综述:架构、技术与挑战(特邀)
A Survey of Optical Interconnects for Next-Generation Intelligent Computing Centers:Architectures,Key Technologies,and Challenges
摘要
Abstract
The development of generative artificial intelligence and Large Language Models(LLM)has driven the continued scal-ing of distributed training.Therefore,communication overhead has emerged as a major performance bottleneck,shifting the sys-tem constraints from computation to network connectivity.Traditional electrical interconnects are increasingly limited by band-width-distance tradeoffs,energy efficiency,and scalability,making them insufficient for large-scale synchronized data exchange.In contrast,optical interconnection technologies,with their high bandwidth density,low latency,and topological reconfigurabili-ty,provide a promising solution to these challenges.Accordingly,this paper systematically reviews the key architectures and core technologies of optical interconnect networks for intelligent computing centers and discusses future development trends.关键词
智算中心网络/光互连架构/光电路交换/大模型训练/数据中心网络Key words
intelligent computing centers/optical interconnects/optical circuit switching/LLM training/data center network分类
信息技术与安全科学引用本文复制引用
杨帆,王丙雷,周瀛,彭中华,刘博,李嘉龙..下一代智算中心光网络综述:架构、技术与挑战(特邀)[J].光通信研究,2026,(4):53-66,14.基金项目
广东省普通高校青年创新人才资助项目(2025KQNCX077) (2025KQNCX077)