> ## Documentation Index
> Fetch the complete documentation index at: https://docs.wearer.xyz/llms.txt
> Use this file to discover all available pages before exploring further.

# Monitoring Dashboard

> Real-time monitoring dashboard for Transfer Learning

# Monitoring Dashboard

Transfer Learning includes a real-time monitoring dashboard that provides insights into processing performance, resource usage, and system health.

## Dashboard Overview

The monitoring dashboard provides a comprehensive view of your Transfer Learning operations:

<Frame>
  <img src="https://mintlify.s3.us-west-1.amazonaws.com/williamcompanies/images/monitoring-dashboard.png" alt="Transfer Learning Monitoring Dashboard" />
</Frame>

## Key Features

<CardGroup cols={2}>
  <Card title="Real-time Metrics" icon="chart-line" color="#4f46e5">
    View real-time metrics for processing performance, resource usage, and system health.
  </Card>

  <Card title="Historical Data" icon="clock" color="#0ea5e9">
    Access historical data to identify trends and patterns over time.
  </Card>

  <Card title="Alert Management" icon="bell" color="#ef4444">
    Configure and manage alerts for critical events and performance thresholds.
  </Card>

  <Card title="Resource Monitoring" icon="server" color="#10b981">
    Monitor CPU, memory, disk, and network usage during video processing.
  </Card>
</CardGroup>

## Accessing the Dashboard

You can access the monitoring dashboard using the following command:

```bash theme={null}
transfer-learning monitor dashboard
```

This will start the dashboard server and open it in your default web browser. By default, the dashboard is available at `http://localhost:8501`.

## Dashboard Sections

### Processing Overview

The Processing Overview section provides a high-level view of your Transfer Learning operations:

* **Active Jobs**: Currently running processing jobs
* **Completed Jobs**: Recently completed jobs
* **Failed Jobs**: Jobs that encountered errors
* **Queue Status**: Jobs waiting in the processing queue

### Performance Metrics

The Performance Metrics section displays detailed metrics for video processing:

* **Processing Time**: Time taken to process videos
* **Frames Per Second**: Processing rate for frame extraction
* **API Response Times**: Response times for external API calls
* **Batch Processing Efficiency**: Efficiency of batch processing operations

### Resource Usage

The Resource Usage section shows system resource utilization:

* **CPU Usage**: CPU utilization during processing
* **Memory Usage**: Memory consumption
* **Disk I/O**: Disk read/write operations
* **Network Usage**: Network bandwidth utilization

### Error Tracking

The Error Tracking section provides information about errors and exceptions:

* **Error Rates**: Error rates by command and operation
* **Error Types**: Distribution of error types
* **Error Timeline**: Timeline of errors over time
* **Retry Statistics**: Statistics for retry attempts

## Configuration

You can configure the monitoring dashboard using environment variables or the `.env` file:

```bash theme={null}
# Dashboard configuration
DASHBOARD_PORT=8501
DASHBOARD_HOST=0.0.0.0
DASHBOARD_THEME=light
DASHBOARD_REFRESH_INTERVAL=5
```

## Integration with External Monitoring

Transfer Learning can integrate with external monitoring systems:

* **Prometheus**: Export metrics to Prometheus
* **Grafana**: Visualize metrics in Grafana dashboards
* **ELK Stack**: Send logs to Elasticsearch for analysis in Kibana
* **DataDog**: Send metrics and logs to DataDog

## Related Documentation

* [Monitoring and Metrics](/advanced/monitoring)
* [Configuration](/advanced/configuration)
* [CLI Utilities](/cli/utilities)