Shadow Deployment vs Canary Deployment for ML Models
When deploying machine learning models to production, choosing the right deployment strategy can make the difference between seamless updates and catastrophic failures. Two of the most powerful approaches for safely rolling out ML models are shadow deployment and canary deployment. While both strategies aim to minimize risk and ensure model reliability, they operate on fundamentally … Read more