Tool Relations

PackML MQTT Simulator is documented by UMH Classic as a community-contributed microservice enabled by default for testing PackML-over-MQTT data flows inside the United Manufacturing Hub stack.

TimescaleDB

UMH Classic uses TimescaleDB as the time-series historian for storing and querying manufacturing data

Apache Kafka

UMH Classic architecture uses Apache Kafka as the high-throughput message broker for the Unified Namespace

Node-RED

UMH includes Node-RED for custom data flow orchestration and protocol bridging

Grafana

UMH ships with pre-configured Grafana dashboards for OEE and production monitoring

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Mosquitto