Serverless Architecture vs. Containerization (Kubernetes): A TCO Analysis for AI Workloads
The Infrastructure Dilemma: Optimizing Cost and Scale for Modern Machine Learning The shift from monolithic applications to microservices has given rise to two dominant paradigms for modern application deployment: Serverless Architecture (e.g., AWS Lambda, Azure Functions, Google Cloud Functions) and Containerization managed by orchestrators like Kubernetes (K8s). While both offer flexibility and scalability, the … Read more