An NVIDIA-Certified System can run modern workloads including data analytics, AI training and inference, professional visualization and more. The systems are tested on workloads that comprise of deep learning (DL) training, AI inference, data science algorithms, intelligent video analytics (IVA), and security, as well as network and storage offload on both single-node and cluster-based systems. The goal of the tests is to ensure that the systems can deliver the necessary scalability and performance when running real-life workloads.