AUTOMATIC GROUPING METHOD IN WEB BASED DEVICE MANAGEMENT APPLICATIONS USING UNSUPERVISED MACHINE LEARNING ALGORITHM

摘要

In order to automatically group or cluster printing devices in a fleet of such devices for servicing, print status data and print state data are received, which comprises alert information for each of the plurality of printing devices, from each of a plurality of printing devices in a fleet of devices. Devices with similar print statuses and alerts are automatically clustered, and the clustered output result displayed on a user interface of a device management application (DMA). The clustered output result is also integrated into the DMA, and a print status alert module generates automated print status alerts for printers identified during clustering. The automated print status alerts are then output for display on the user interface.