{"repo":"polarsignals/gpu-metrics-agent","free":true,"listed":false,"github":"https://github.com/polarsignals/gpu-metrics-agent","clone":"git clone https://github.com/polarsignals/gpu-metrics-agent.git","description":"A high-performance agent for collecting NVIDIA GPU metrics and exporting them via OpenTelemetry protocol.","language":"Go","stars":28,"topics":["ai","gpu","metrics","nvidia","observability","otel"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"GPU Metrics Agent A high-performance agent for collecting NVIDIA GPU metrics and exporting them via OpenTelemetry Arrow protocol. Developed by Polar Signals for comprehensive GPU observability. Why GPU Metrics Agent? Modern GPU workloads require deep visibility into resource utilization, performance characteristics, and system behavior. This agent provides the metrics you need to optimize GPU usage, reduce costs, and troubleshoot performance issues. Use Cases 🎯 GPU Resource Optimization Track GPU and memory utilization to identify underutilized resources. Optimize batch sizes and workload scheduling based on actual GPU usage patterns. Key metrics : gpu utilization percent , gpu utilization memory percent 👥 Multi-tenant GPU Sharing Monitor per-process GPU utilization to ensure fair resource allocation in shared environments. Track which processes are consuming GPU resources and enforce usage policies. Key metrics : Per-process gpu utilization percent with pid and comm attributes 🔍 Performance Troubleshooting Identify performance bottlenecks by correlating GPU metrics with application behavior. Detect thermal throttling, power limitations, and PCIe bandwidth constraints. Key metrics : gpu temperature celsius , gpu clock hertz , gpu pcie throughput bytes 💰 Cost Management Monitor power consumption to calculate operational costs and optimize for efficiency. Track power usage trends and identify opportunities for cost reduction. Key metrics : gpu power watt , gpu power limit w","default_branch":null,"files":null,"tree":[],"storefront":"/r/polarsignals","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/polarsignals/gpu-metrics-agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}