diff --git a/docs/tef/south_connect/milano.md b/docs/tef/south_connect/milano.md index 5aff2fb0..2538caae 100644 --- a/docs/tef/south_connect/milano.md +++ b/docs/tef/south_connect/milano.md @@ -37,14 +37,15 @@ By combining AI-driven sensor networks, facility automation, and edge/cloud comp ## Infrastructure Components -Describe the key infrastructure components available at the TEF Site, including data platforms, local digital twins, specific hardware, IoT platforms, or any other relevant technologies. +Milano TEF site uses the following technologies: -- **Data Platforms**: [Description of the data platforms available] -- **Local Digital Twins**: [Details about any local digital twin infrastructure] -- **Specific Hardware**: [Details about specialized hardware available, such as sensors, servers, etc.] -- **IoT Platforms**: [Information about IoT systems or platforms in use at the site] -- **Visualization platforms**: [Information about large scale visualisation components] -- **Other**: [Any other relevant infrastructure to showcase] +- **Data visualization**: Grafana, Apache2 webserver with custom web pages +- **Data transmission and interconnection**: MQTT, The Things Network (LoRaWAN), FIWARE +- **Data processing and automations**: NodeRED, Apache Spark +- **Database**: InfluxDB, MySQL/MariaDB, MongoDB +- **AI Tools**: Tensorflow, PyTorch +- **Virtualization**: Proxmox, Docker +- **Specific Hardware**: Raspberry PIs, bare-metal servers, customized sensors hardware @@ -74,7 +75,11 @@ Describe the key infrastructure components available at the TEF Site, including ### Architecture -Provide a high-level overview of the architecture of the TEF Site, including the key components and technologies used. Include any relevant diagrams or visualizations to help stakeholders understand the infrastructure. +Milano TEF infrastructure enables seamless integration and real-time processing of IoT data across multiple urban deployment sites located in Italy. +The sensors deployed in Cascina Merlata, Porta Romana, and the Mithraeum of Rome transmit data using heterogeneous communication protocols (MQTT, ZenoH, and LoRaWAN via The Things Network). +Data incoming from our site locations is unified by corresponding FIWARE IoT Agents and delivered to a central FIWARE Context Broker, representing our infrastructure's central data exchange location. +Our infrastructure supports reliable data storage (InfluxDB, MongoDB), continuous analytics, data aggregation using our custom streaming component (EsperTech), and access through Traefik and authentication layers. +Finally, visualization and analysis tools (Grafana, Spark, Node-RED, Snap4City) enable real-time monitoring of our infrastructure and allow end users to extract environmental conditions insights, urban infrastructure usage, and system health. ![milano_arch](./img/milano-arch.png)