Fpga

GPU, ASIC, or FPGA? A Decision Framework for Enterprise AI Infrastructure

Choosing the right AI hardware—GPU, ASIC, or FPGA—for enterprise infrastructure depends on matching chip architecture to specific workload needs, balancing flexibility, efficiency, and cost. This article provides a decision framework for CTOs and IT architects to select AI semiconductor architectures, detailing trade-offs for training, inference, and prototyping.