You can reduce instance start times, and thereby cluster bootstrap times, by preloading the AMI with Cloudera Manager packages and CDH parcel files. For information on creating AMIs
preloaded with Cloudera Manager packages and CDH parcels for use by Cloudera Director see Cloudera Director preload creation script on GitHub.