Explore streaming analytics on edge devices using Kuiper and KubeEdge in this informative conference talk. Discover how EMQ X Kuiper, an open-source edge lightweight IoT data analytics software, can be integrated with KubeEdge to extend containerized application orchestration capabilities to edge hosts. Learn about Kuiper's data ETL, order, group, aggregation, SQL functions, and binary data processing capabilities. Gain insights into audio and video AI analytics extensions and time windows for IoT analytics. Understand KubeEdge's cloud-edge collaboration channel and how to manage analysis logics from the cloud to accommodate agile business requirements. Dive into topics such as Kuiper overview, steps to use Kuiper, Kuiper SQL analytics, KubeEdge advanced analytics, extensions and plugins, and real-world customer cases.