Explore the operational aspects and scaling strategies for managed Apache Kafka and Apache Flink clusters in this AWS Summit conference talk. Discover best practices for deploying, monitoring, and maintaining these streaming data platforms within AWS's managed services ecosystem. Learn how to optimize performance, handle capacity planning, and implement effective scaling techniques for both Apache Kafka message streaming and Apache Flink real-time data processing workloads. Gain insights into operational considerations, troubleshooting approaches, and architectural patterns that enable reliable and scalable streaming data infrastructure in cloud environments.