Free Dell EMC NCA-AIIO Exam Questions

Your AI team is running a distributed deep learning training job on an NVIDIA DGX A100 cluster using multiple nodes. The training process is slowing down significantly as the model size increases. Which of the following strategies would be most effective in optimizing the training performance?

Which feature of RDMA reduces CPU utilization and lowers latency?

You are working under the supervision of a senior data scientist to analyze the results of a large-scale machine learning experiment. The experiment produced a vast amount of data, and your task is to create visualizations that effectively convey the key findings to stakeholders. The stakeholders are particularly interested in understanding the model's performance across different categories. Which type of visualization would be most appropriate for comparing the model's performance across multiple categories?

Which are three key features of InfiniBand networking technology?

You are managing an AI infrastructure that supports a healthcare application requiring high availability and low latency. The system handles multiple workloads, including real-time diagnostics, patient data analysis, and predictive modeling for treatment outcomes. To ensure optimal performance, which strategy should you adopt for workload distribution and resource management?