International Business Machines Corporation

Jeffrey Nettey

Jonathan D Bradbury

Jonathan R Fry

Michael R Kane

Edward C McCain

Jeffrey Willoughby

Barin Bhattacharya

Aspects of the invention include detecting an anomaly in a database of hardware, firmware, and software events. An exemplary method includes determining whether a previously addressed anomaly is a duplicate of the anomaly, addressing the anomaly according to a state of the previously addressed anomaly based on the previously addressed anomaly being a duplicate of the anomaly, and addressing the anomaly according to machine learning based on the previously addressed anomaly not being the duplicate of the anomaly.

Hardware, firmware, and software anomaly handling based on machine learning

A method includes initiating a power on sequence of a computer equipment including a plurality of sensors at a serviceable location within a component of the computer equipment, the plurality of sensors communicating with a sensor monitor coupled with an interlock mechanism, and a service console capable of communicating with the sensor monitor, receiving feedback data from the plurality of sensors during the power on sequence, each of the plurality of sensors is detecting a physical condition at the serviceable location, determining whether the feedback data exceeds a predefined threshold value, the feedback data exceeding the predefined threshold value is associated with a fault at a serviceable location, in response to the feedback data exceeding the predefined threshold value, logging the fault at the serviceable location, aborting the power on sequence of the equipment, and prompting an equipment servicer of the fault at the serviceable location.

Damage detection system

An embodiment of the invention may include a method, computer program product and system for guided service procedure. The embodiment may include receiving feedback data from one or more of a plurality of sensors. Each of the plurality of sensors may detect a physical condition at a serviceable location within an item of equipment. The item of equipment may be undergoing a service procedure by an equipment servicer. The embodiment may include determining whether the received feedback data from one or more of the plurality of sensors exceeds a threshold value. Based on determining that the threshold value is exceeded, the embodiment may include alerting the equipment servicer during the service procedure.

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Poughkeepsie, NY, United States of America

Jeffrey Nettey