Kai Sasaki from Treasure Data discusses their efforts to implement auto scaling for their distributed Presto and Hive query engines. They decoupled the storage layer from the processing engines to allow dynamic scaling. They migrated infrastructure to AWS CodeDeploy and Auto Scaling Groups to automate deployments and scaling. They implemented target tracking auto scaling based on CPU usage but fou