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CloudPlex supports various types of volumes for storage needs, including persistent volumes that have independent life cycles from the pods using them. In this tutorial, a persistent volume is attached to a pre-configured application containing MySQL and secret services. Different volume types like hostpath and empty dir are supported by CloudPlex, and an intuitive interface makes them easy to use. By selecting the MySQL container and configuring advanced settings, a persistent volume can be easily attached to the application.