When monitoring a GPU-based workload, what is GPU utilization?
What is an advantage of InfiniBand over Ethernet?
NVIDIA AI Factories are designed primarily to support which part of the AI/MLOps pipeline?
Your AI data center is experiencing increased operational costs, and you suspect that inefficient GPU power usage is contributing to the problem. Which GPU monitoring metric would be most effective in assessing and optimizing power efficiency?
You are leading a project to implement a real-time fraud detection system for a financial institution. The system needs to analyze transactions in real-time using a deep learning model that has been trained on large datasets. The inference workload must be highly scalable and capable of processing thousands of transactions per second with minimal latency. Your deployment environment includes NVIDIA A100 GPUs in a Kubernetes-managed cluster. Which approach would be most suitable to deploy and manage your deep learning inference workload?
