High-Scale Telemetry Bus
Ingesting sub-second flow rate, pressure, and voltage metrics across municipal utility distribution networks.
Handling high-concurrency smart grid, water distribution, and municipal utility telemetry with interactive spatial GIS map overlays and automated fault localization across utility networks.
Active utility endpoints monitored
MQTT telemetry ingestion latency
Mapbox polygon spatial query engine
Source code and GIS portal schemas
Ingesting sub-second flow rate, pressure, and voltage metrics across municipal utility distribution networks.
Rendering 45,000+ node coordinates on interactive GPU-accelerated spatial map overlays with real-time health colors.
Analyzing pressure drops and grid voltage fluctuations to pinpoint municipal pipeline leaks or line breaks automatically.
We empower municipal operators to monitor thousands of nodes simultaneously with zero dashboard lag.
Mapping GeoJSON coordinates and protocol types for 45,000+ utility nodes.
Building ClickHouse columnar tables and MQTT telemetry ingestion brokers.
Building GPU-accelerated spatial map overlays with real-time node colors.
Deploying executive BI dashboard and automated leak alert system.
GeoJSON telemetry ingest pipeline writing endpoint coordinate updates to ClickHouse with Mapbox spatial polygon queries.
1from fastapi import FastAPI2import clickhouse_connect34client = clickhouse_connect.get_client(host='ch.arivu.internal', port=8123)56def ingest_utility_endpoint(node_id: str, lat: float, lon: float, flow_rate: float):7 client.command(f"""8 INSERT INTO utility_endpoints VALUES ('{node_id}', {lat}, {lon}, {flow_rate}, now())9 """)10 return {"status": "persisted", "node_id": node_id}Complete Mapbox GIS code, ClickHouse schemas, and ingestion scripts transferred.
Optimizing database indexes to guarantee sub-second spatial queries at scale.
Protecting municipal infrastructure data with formal non-disclosure agreements.
Monitoring 45,000+ active utility endpoints with ClickHouse time-series storage and interactive GIS spatial map overlays.
We process sub-second telemetry streams using lightweight MQTT brokers (Mosquitto / EMQX), persisting sensor frames asynchronously to ClickHouse columnar database with Mapbox GIS spatial map overlays.