Amazon Web Services offers operational insights for NVIDIA GPU workloads through CloudWatch Container Insights.
Machine learning models are becoming more advanced, requiring significant computing power for efficient training. Many organizations are using GPU-accelerated Kubernetes clusters for training and inference. Monitoring GPU usage is essential for optimizing performance and infrastructure utilization. Understanding how models utilize GPU resources over time is crucial for cluster optimization. Machine learning experts need observability solutions … Read more