[Feature] Visual intelligent monitoring and log management of Kubeedge-Sedna based on Prometheus
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chou-shun commented
Why is this needed:
Currently, after an edge-cloud synergy job is created on Sedna, the job status, parameters, and indicators can be queried only through command line, which lacks visualization and O&M functions. Therefore, from the perspective of ease of use, we want to display job information in an interface.
What would you like to be added/modified:
- Support Sedna service management and status monitoring, edge-cloud synergy job management and status monitoring (including Joint Inference, Federated Learning, and Incremental Learning).
- Use open-source monitoring and visualization software (prometheus + grafana are recommended) to collect and visualize dynamic indicators of the edge-cloud synergy task. In addition, the system should support alerts.
- Use open-source log software(loki is recommended) to manage and search application logs.
Other information:
You do not need to develop new edge-cloud synergy jobs. You only need to develop a set of visualization methods for existing edge-cloud synergy jobs.
Recommended Skills: K8s, Go
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