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Supply Chain Fleet Telemetry & IoT Dispatch: MQTT, TimescaleDB & Geofencing
By Aman Aslam · 11 min read read
Architectural Takeaways
- MQTT over TLS consumes 90% less cellular bandwidth and battery power than HTTP polling from IoT GPS hardware.
- TimescaleDB hypertables partition millions of time-series GPS points automatically by timestamp and vehicle ID for instant spatial querying.
- Execute polygon geofence intersection tests in PostgreSQL PostGIS to trigger automated warehouse arrival alerts.
1. Cellular IoT Connectivity: Why MQTT Wins Over HTTP
An HTTP header is typically 500-800 bytes. An MQTT packet header is just 2 bytes. For devices transmitting GPS data every 10 seconds over satellite or cellular links, MQTT reduces monthly SIM card costs by 80%.
2. TimescaleDB Time-Series Hypertables & Compression
TimescaleDB compresses historical chunks by up to 94% using columnar compression while maintaining standard SQL query capabilities.
3. Real-Time PostGIS Geofencing & Alerting Engines
PostGIS `ST_Contains(geofence.geom, vehicle.geom)` queries execute in milliseconds, dispatching automated SMS notifications to loading docks before trucks pull up.
4. 60 FPS Fleet Dashboards with Mapbox & WebSockets
Dispatchers monitor hundreds of moving vehicles smoothly on interactive WebGL maps with WebSocket location streaming and smooth dead-reckoning interpolation.
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