CS Department Colloquium Series
Catch M(oor)e If You Can: Agile Hardware/Software Co-Design for Hyperscale Cloud Systems
Global reliance on cloud services, powered by transformative technologies like generative AI, machine learning, and big-data analytics, is driving exponential growth in demand for hyperscale cloud compute infrastructure.
Scaling Deep Learning Up and Down
RESCHEDULED from March 21.
AI Models for Edge Computing: Hardware-aware Optimizations for Efficiency
As artificial intelligence (AI) transforms various industries, state-of-the-art models have exploded in size and capability. The growth in AI model complexity is rapidly outstripping hardware evolution, making the deployment of these models on edge devices remain challenging.
Enabling Collaboration between Creators and Generative Models
Large-scale generative visual models, such as DALL·E2 and Stable Diffusion, have made content creation as little effort as writing a short text description.