Improving AI Infrastructure Performance and TCO With Optical I/O-Based Scale-Up Fabrics | Kisaco Research

In today’s AI infrastructure, traditional copper and pluggable optics are ineffective in scaling package-level compute advancements to the system rack and row levels, leading to low efficiency, high power consumption, and high costs. New technologies are needed to support growing model sizes and complexity. Ayar Labs' in-package optical I/O solution enables peak platform performance by providing efficient, low-cost scaling at the rack and row levels. It also offers extended accelerator memory to optimize the balance between memory and compute. In this presentation, Mark Wade will show application-level improvements in performance and TCO metrics, such as productivity, profitability, and interactivity, using optical I/O-based scale-up fabrics for inference and training.

Sponsor(s): 
Ayar Labs
Speaker(s): 

Author:

Mark Wade

CEO and Co-Founder
Ayar Labs

Mark is the Chief Executive Officer and Co-Founder of Ayar Labs. His prior roles at Ayar Labs include Chief Technology Officer and Senior Vice President of Engineering. He is recognized as a pioneer in photonics technologies and, before founding the company, led the team that designed the optics in the world's first processor to communicate using light. He and his co-founders invented breakthrough technology at MIT and UC Berkeley from 2010-2015, which led to the formation of Ayar Labs. He holds a PhD from the University of Colorado.

Mark Wade

CEO and Co-Founder
Ayar Labs

Mark is the Chief Executive Officer and Co-Founder of Ayar Labs. His prior roles at Ayar Labs include Chief Technology Officer and Senior Vice President of Engineering. He is recognized as a pioneer in photonics technologies and, before founding the company, led the team that designed the optics in the world's first processor to communicate using light. He and his co-founders invented breakthrough technology at MIT and UC Berkeley from 2010-2015, which led to the formation of Ayar Labs. He holds a PhD from the University of Colorado.