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下一代智算中心光网络综述:架构、技术与挑战(特邀)

杨帆 王丙雷 周瀛 彭中华 刘博 李嘉龙

光通信研究Issue(4):53-66,14.
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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

杨帆 1王丙雷 1周瀛 2彭中华 1刘博 1李嘉龙1

作者信息

  • 1. 深圳理工大学 计算机科学与人工智能学院,广东 深圳 518107
  • 2. 北京交通大学 电子信息工程学院,北京 100044
  • 折叠

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)

光通信研究

1005-8788

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