High-Throughput IoT Telemetry & Industrial Analytics Engine
Client: AlpineData Systems (Industrial IoT Systems Provider)
Engineering a high-frequency telemetry gateway and reactive Next.js 15 operations portal processing 50,000 sensor events per second across 12 smart manufacturing facilities.
The Problem
AlpineData monitored vibration, temperature, and torque sensors on heavy industrial robotic assembly lines across 12 manufacturing facilities. Their previous dashboard dropped sensor packets during peak manufacturing shifts, and querying historical sensor drift caused 20-second UI freezes.
Key Constraints
- •Must ingest up to 50,000 sensor events/second without packet loss
- •Factory floor technicians needed real-time sub-100ms anomaly alert visualizers
- •Strict data residency requirements across Austrian and German server jurisdictions
Technical Approach & Execution
Architected a hybrid Go ingestion proxy with Apache Kafka event streaming, TimescaleDB time-series storage, and a hardware-accelerated Next.js canvas portal with WebSockets.
High-Throughput Go Ingestion Gateway
Built a lightweight Go worker that validates and batches millions of sensor payloads into Apache Kafka topic partitions with sub-5ms processing overhead.
Hardware-Accelerated WebGL/Canvas Telemetry Visualizer
Implemented custom HTML5 Canvas and WebGL rendering shaders capable of plotting 50,000 live data points simultaneously at 60 FPS without DOM memory bloat.
TimescaleDB Continuous Aggregates
Configured automated continuous rollups and data tiering, allowing plant managers to instantly query 6 months of historical sensor telemetry in under 80ms.
Cloud & Deployment
- Go Microservices on Docker
- Apache Kafka Streaming Cluster
- TimescaleDB on Dedicated Linux NVMe Servers
- Next.js 15 App Router Frontend
- Automated GitLab CI/CD Pipelines
Tools & Languages
Key Engineering Lessons Learned:
- •Separating ingestion workers from presentation layers via Kafka and WebSockets ensures high-frequency industrial apps never freeze client browsers
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