Under the old system, Uber relied on Kafka data feeds to bulk-load log data into Amazon S3, and used EMR to process that data. It then moved the “gold-plated” output from EMR into its relational warehouse, which is accessed by internal users and the city-level directors leading Uber’s expansion around the world. read more