Huawei
Collaborative Construction of Intelligent Computing Networks
Pages
32
Time to read
43 mins
Publication
Language
English
Pages
32
Time to read
43 mins
Publication
Language
English
This document is a technical report that outlines the trends and developments in intelligent computing networks, particularly in the context of artificial intelligence (AI). It describes the increasing scale of intelligent computing clusters, which have expanded to accommodate over 100,000 GPUs/NPUs, emphasizing the need for high-quality intra-data center networks to enhance computing efficiency. The report details various scenarios where network capabilities are critical, such as ultra-large single clusters and cross-data center collaborative training. It also discusses the construction of AIDC-access networks that facilitate business monetization of intelligent computing cloud services. Furthermore, the document highlights the integration of AI with network security, detailing how AI-based models can improve detection and prevention of cyber threats. The report concludes with recommendations for a three-layer intelligent architecture that accelerates network intelligence while integrating network security measures, ensuring robust performance and reliability in AI-driven environments.