Embedded
Edge Telemetry Pipeline
Reliable device-to-cloud telemetry with field-friendly diagnostics and dashboards.
Context
- Networks were unreliable; telemetry had to survive outages.
- Visibility into device health was limited.
- Field debugging needed a clean operational interface.
Approach
- Buffered telemetry with retry/backoff strategy.
- Added device health reporting and structured logs.
- Created operational dashboards to monitor fleet status.
Results
- Stable telemetry delivery under weak network conditions.
- Faster field debugging with clear health signals.
- Improved operational confidence through dashboards and alerts.
Embedded LinuxMQTT/HTTPDashboards