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Explore how Dailymotion leverages Apache Druid on Kubernetes to serve partner data in this informative conference talk. Discover the challenges and solutions encountered while implementing Druid, a distributed time-series database, on Kubernetes using druid-operator. Learn about the architecture evolution, automatic lifecycle management, scaling techniques, and integration with CNCF ecosystem tools like cert-manager, external-dns, and ingress-nginx. Gain insights into optimizing caching with Memcached and Caffeine, performing zero-downtime migrations, and integrating with GitOps workflows. Understand common operations such as vertical/horizontal scaling, updates, and monitoring. Delve into future improvements, including ingestion enhancements, multi-tenancy, and running Druid without Apache Zookeeper.