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The Silicon Valley AI Infrastructure Leaders Program featured Raj Yavatkar, CTO of Juniper Networks. Networking is crucial for building large GPU clusters with high performance and low latency. Companies are shifting towards on-prem infrastructure for cost savings and data privacy. Juniper Networks has focused on AI, developing an AI-native networking platform and 800 gig switches for congestion management. Raj stresses the need for efficient leaf-spine and super-spine networks. Challenges in data centers include feeding accelerators, data security, and autom...Read more
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What are some of the important considerations for networking in the context of building GPU clusters and transferring data between them?add
What are some reasons for the shift towards building very high performance, high throughput, and low latency networks, both in hyperscalers and enterprises on-premises?add
What considerations need to be taken into account when building large-scale leaf-spine networks with 800 gig switches?add
What advancements are being made in computer storage networking networks, particularly with the integration of GPU based clusters and the improvement of standard ethernet performance?add