Compute Acceleration

Architects' Tech Alliance

Sep 10, 2021 · Artificial Intelligence

FPGA Technology for Compute‑Intensive and Communication‑Intensive Tasks in Data Centers

The article examines how FPGA’s pipeline parallel architecture provides latency‑critical advantages over CPU and GPU for both compute‑intensive workloads such as matrix operations and AI inference, and communication‑intensive tasks like encryption and high‑throughput networking, while also discussing deployment models, power efficiency, eFPGA trends, and the evolving Chinese FPGA market.