Local database vs Amazon RDSYou should fully tune the MySQL Environment, particularly your InnoDB settings. (See the bottom of my Answer for tuning tips). This would be much better than fighting Amazon for elbow room in RAM/Disk. Why did I say fight? If you just spun up an Amazon RDS instance of MySQL, you would subject yourself to whatever constraints are given. All models of MySQL Amazon RDS have the same major options but
