Telecom Network Health Prediction: A Practical Demo of Real-Time MLOps Pipeline

Introduction / Main Floor: Telecom Network Health Prediction: A Practical Demo of Real-Time MLOps Pipeline

This article introduces a complete real-time network health prediction system, demonstrating the full MLOps workflow from data engineering to model serving, including modern data architecture components such as Kafka stream processing, MLflow model management, and MongoDB Atlas triggers.