The Gluster Storage Platform is an open-source clustered storage solution designed for managing unstructured file data, which can be scaled from a single NAS server to multiple nodes. Installation takes under 15 minutes and can be performed using a USB image, with support for various access protocols. The document also details the installation process for a two-node storage cluster and managing the system through a web-based interface.