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交互式人工智能对广域网流量及智算网络技术的影响分析

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主要分析了以ChatGPT为代表的交互式人工智能对广域网网络流量及智算中心网络技术的影响.首先,分析了交互式人工智能对广域网南北向流量、东西向流量的影响,并结合东数西算、云网融合、算力网络的发展提出了其在国内的3个发展阶段.其次,分析了交互式人工智能的训练池和推理池对数据中心网络建设的影响,通过比较IB和RoCE 2种技术路线的差异,给出可能的技术选择.最后,给出了对交互式人工智能未来发展的一些思索和探讨.
Analysis of Impact of Interactive Artificial Intelligence on WAN Traffic and Intelligent Computing Network Technology
It mainly analyzes the impact of interactive artificial intelligence represented by ChatGPT on wide area network(WAN)traffic and intelligent computing center network technology.Firstly,the impact of interactive artificial intelligence on the north-south and east-west traffic of WAN is analyzed,and three development stages in China are proposed based on the development of east-west computing,cloud network integration,and computing power networks.Secondly,the impact of training and inference pools of interactive artificial intelligence on data center network construction is analyzed.By comparing the differences between IB and RoCE technology routes,possible technology choices are given.Finally,some thoughts and discussions on the future development of interactive artificial intelligence are provided.

Artificial intelligenceLarge model trainingMulti-modalIntelligent computing center

贺超、廖若凡、张桂玉、马季春

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华南师范大学,广东佛山 528000

中讯邮电咨询设计院有限公司,北京 100048

人工智能 大模型训练 多模态 智算中心

2024

邮电设计技术
中讯邮电咨询设计院有限公司

邮电设计技术

影响因子:0.647
ISSN:1007-3043
年,卷(期):2024.(4)
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