vllm-project
[Observation] Improve AIBrix control plane monitoring
🚀 Feature Description and Motivation
AIBrix, which is composed of multiple controllers, currently lack of comprehensive monitoring makes it difficult to effectively manage and troubleshoot the system. We at least need to provide the controller runtime metrics.
Controller-Level Monitoring: Implement a monitoring solution that can provide detailed information about each controller in AIBrix. This should include real - time status updates, historical performance data, and the ability to drill down into specific controller - related events.
Metric Collection and Visualization: Define and collect a comprehensive set of performance metrics for the controllers. Provide visualization (e.g., Grafana) to display these metrics in an easily understandable dashboard. This will enable quick identification of performance trends and anomalies.
Alerting System: Set up an alerting rules that can trigger notifications when certain predefined conditions are met.
Use Case
Improving AIBrix monitoring will lead to better system stability, faster issue resolution, and overall enhanced user experience. It will allow the development and operations teams to proactively manage the system and prevent potential outages.
Proposed Solution
No response
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