How do you design a zero-downtime deployment architecture for Java microservices?

Zero-downtime deployment uses rolling updates, blue-green deployment, or canary releases.

In Kubernetes or cloud environments, new versions are deployed alongside old ones. Traffic is gradually shifted using load balancers. Health checks ensure only healthy pods receive traffic. Database migrations must be backward compatible.