Airbnb has successfully implemented a distributed database cluster on Kubernetes to achieve high availability and scalability, overcoming challenges associated with stateful services. By utilizing custom Kubernetes operators, AWS EBS, and deploying across multiple availability zones, they have enhanced reliability while managing the complexities of node replacements and upgrades. Their approach showcases the potential of open-source databases in cloud environments, achieving 99.95% availability with substantial data handling capabilities.