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Export Prometheus Metrics to expose resource usage to users #3552

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HyeockJinKim opened this issue Jan 27, 2025 — with Lablup-Issue-Syncer · 0 comments

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HyeockJinKim commented Jan 27, 2025 •

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Motivation

Currently, users cannot monitor their GPU/NPU utilization in the BAI console. Providing Prometheus metrics for resource usage will allow external tools like Grafana to display utilization data, addressing transparency and user needs.

Required Features

Export Prometheus Metrics:
- Enable resource usage metrics (e.g., GPU/NPU utilization) to be exported via Prometheus for external monitoring.
  - GPU/NPU real-time usage
  - GPU/NPU cumulative usage

Impact

Prometheus Integration
- Metrics export functionality needs to be implemented to expose GPU/NPU utilization data.
External Monitoring Tools
- Enables tools like Grafana to visualize and monitor the metrics.

Testing Scenarios

Integration with Grafana:
- Test that the exported Prometheus metrics can be visualized in Grafana.

HyeockJinKim self-assigned this

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