Archive of posts tagged: Accelerators
Neurochips from the 90s
Neural networks are transforming AI and will impact our society in ways we can’t begin to imagine. The possibilities are endless: from autonomous vehicles to revolutionizing healthcare. The hardware industry is clearly excited about this revolution, as can be seen...
A Brief Guide of xPU for AI Accelerators
In the workshop on Inter-Disciplinary Research Challenges in Computer Systems (Grand Challenges) co-located with ASPLOS 2018, Dr. Hillery Hunter from IBM and I co-organized a panel discussion on “Augmenting Human Abilities/AI”. During the discussion,...
The new life of SmartNICs
Programmable network controllers, SmartNICs, are an old concept, yet today they are seeing renewed interest and growing adoption in data centers and HPC systems. This blog post discusses the trends in modern computer networks that drive the dramatic increase of...
