Master AI and Machine Learning: From Neural Networks to Applications
UC San Diego Product Management Certificate — AI-Powered PM Training
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Learn how liquid cooling impacts AI/ML backend network design in this 15-minute conference talk from Don Barnetson of Credo at Open Compute Project. Explore how reduced interconnect lengths enable new possibilities in optical vs copper interconnect implementations, leading to significant cost savings of $1000 per GPU, power reductions of over 15W per GPU, and 10x improvement in network reliability. Examine data center architecture, rack elevation considerations, and interconnect co-design principles that unlock these optimization opportunities. Cover key topics including backend network design fundamentals, networking protocols, optical systems, link flap challenges, rack density optimization, and zero flap AACS implementations.
Syllabus
Introduction
Backend Network Design
Protocols
Optics
Optics Link Flap
Rack Density
Zero Flap AACS
Conclusion
Taught by
Open Compute Project