Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow

Explore the development of a real-time drone delivery application using Uber's Cadence for stateful workflows and Apache Kafka for fast data streaming in this conference talk from All Things Open 2023. Learn how to simulate up to 2,000 drones and deliveries simultaneously, generating vast amounts of spatio-temporal data. Discover how to leverage this platform for machine learning applications with TensorFlow, focusing on predicting shop busyness using streaming and drifting Kafka data. Gain insights into combining open-source technologies for building complex, scalable systems and applying machine learning to real-time data streams in this comprehensive presentation by Paul Brebner from Instaclustr.