Hi all, Any comments or suggestions are welcome.
Best regards, Xiaohu 发件人: internet-dra...@ietf.org <internet-dra...@ietf.org> 日期: 星期五, 2023年11月24日 00:13 收件人: Xiaohu Xu <xuxiaohu_i...@hotmail.com> 主题: New Version Notification for draft-xu-lsr-fare-00.txt A new version of Internet-Draft draft-xu-lsr-fare-00.txt has been successfully submitted by Xiaohu Xu and posted to the IETF repository. Name: draft-xu-lsr-fare Revision: 00 Title: Fully Adaptive Routing Ethernet Date: 2023-11-22 Group: Individual Submission Pages: 7 URL: https://www.ietf.org/archive/id/draft-xu-lsr-fare-00.txt Status: https://datatracker.ietf.org/doc/draft-xu-lsr-fare/ HTMLized: https://datatracker.ietf.org/doc/html/draft-xu-lsr-fare Abstract: Large language models (LLMs) like ChatGPT have become increasingly popular in recent years due to their impressive performance in various natural language processing tasks. These models are built by training deep neural networks on massive amounts of text data, often consisting of billions or even trillions of parameters. However, the training process for these models can be extremely resource- intensive, requiring the deployment of thousands or even tens of thousands of GPUs in a single AI training cluster. Therefore, three- stage or even five-stage CLOS networks are commonly adopted for AI networks. The non-blocking nature of the network become increasingly critical for large-scale AI models. Therefore, adaptive routing is necessary to dynamically load balance traffic to the same destination over multiple ECMP paths, based on network capacity and even congestion information along those paths. The IETF Secretariat
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