Reetuparna Das

Balancing Generality and Specialization: A Survey on AI Datacenter Hardware Architecture

Rapidly growing AI workloads are driving large investments in AI datacenters. This survey classifies industrial AI accelerators into four architectural categories and compares their compute and memory organizations. It examines how node-, rack-, and pod-scale interconnects support collective communication, and traces a...