Managing computing devices in a computing system, including: receiving image data from a plurality of image sensors, each image sensor coupled to a computing device in a computing system, wherein multiple computing devices in the computing system are coupled to multiple image sensors; identifying, in dependence upon the image data from the plurality of image sensors, one or more characteristics of the computing system; and initiating, in dependence upon the one or more characteristics of the computing system, one or more desired system management actions.