After deploying your application, you can reconfigure your cluster configuration at any point from the dashboard.
Navigate to Deployments → Deployed Apps on the dashboard. Select the amount of App containers as well as the memory size from the drop down controls and click on Cluster Actions → Reconfigure cluster.