The Keysight AI (KAI) Data Center Builder is an advanced emulation solution designed to plan, validate, and optimize AI infrastructure before full-scale deployment. By simulating realistic AI training and inference workloads, the software allows engineers to model network architectures and test congestion handling across compute nodes, switches, and interconnects. Keysight software helps teams identify performance bottlenecks, tune RDMA network parameters, and benchmark cluster communication with high fidelity, all without requiring expensive, large-scale GPU clusters. This proactive approach significantly reduces integration risk, optimizes infrastructure efficiency, and accelerates time-to-market by ensuring AI-driven data centers can reliably meet demanding high-speed connectivity requi

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