Auto-Scaling

We need to have a concept of auto scaling and auto scaling groups in which user is able to define how and when his/her VM should scale up and down. the scaling should work for both vertical and horizontal scaling. user should get the options w.r.t to cpu usage and ram usage and disk usage with choice of image, network, ssh-key, naming convention etc. i may have missed something, you can add into it