Livoa LogoLivoa
5. MLOps PIPELINE ARCHITECTURE
Data Ingestion (SCADA)
Feature Engineering
Model Training Pipeline


(Solar, Wind, Load, DSM)

Model Validation & Backtesting
Drift Detection & Monitoring
Model Registry (Versioning)
Deployment (Staging → Prod)
Real-Time Inference (15-min cycles)

MLOps Architecture

by shubham

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