Lab: Design a digital twin data pipeline for a 50-cell 5G cluster

Lab Scenario: 50-Cell Cluster Twin Pipeline

In this lab you design a complete data pipeline for a digital twin serving a 50-cell 5G cluster in a dense urban area. The cluster includes macro cells on three frequency bands — 700 MHz, 3.5 GHz, and mmWave at 28 GHz — plus indoor small cells in two shopping centers. Your pipeline must ingest PM counters from all 50 cells every 15 minutes, MDT measurements from opted-in subscribers, call traces for handover analysis, OSS alarms in real time, and configuration changes on every commit. The design must handle data volumes, latency requirements, and model synchronization.