Designing Next-Generation AI Infrastructure: Balancing Compute, Network, Memory, and Scale
The rapid advancement of artificial intelligence (AI), particularly large-scale foundation models, is redefining the design of modern computing infrastructure. Traditional data center architectures, optimized for CPU-centric workloads, are increasingly inadequate for distributed AI systems. This article examines the interplay between accelerated compute, high-performance networking, and memory systems, and argues that the next frontier of AI […]