Abstract: A device may communicate with a group of devices to obtain data regarding a set of events occurring for the group of devices. The device may process the data regarding the set of events to remove a subset of data entries, from the data, that is associated with an anomalous event. A first layer of analysis may relate to the group of devices, a second layer of analysis relating to a set of sessions of operating a user interface via the group of devices, and a third layer of analysis relating to information provided via the user interface. The device may perform the multiple layers of analysis via a machine learning technique to identify an alteration relating to the information provided via the user interface. The device may alter the information provided via the user interface based on performing the multiple layers of analysis.

Abstract: A universal content representation system (“UCRS”) implements techniques for universally representing digital content such as files, device information, and applications across a group of electronic devices that includes at least a source electronic device and a remote electronic device. Proxy content items, which correspond with items of content (“source content items”) stored on the source electronic device, are data stores for the corresponding source content items, and visually represent the corresponding source content items on the remote electronic device, whether the source electronic device is online or offline. A user of the remote electronic devices uses the proxy content items to search for and view source content items prior to requesting full access to the source content items. From time-to-time, source content items and proxy content items are synchronized with each other.