Hewlett-packard Development Company, L.p.

Roberto Argenta Coutinho

Matheus Eichelberger

John Landry

Marcio Maraschin

Augusto Queiroz De Macedo

Maikel Maciel Ronnau

An example of an apparatus including a communication interface to receive telemetry data from a client device. The telemetry data includes a resource capacity and a usage level. The apparatus further includes a grading engine to generate a scoring map. The apparatus also includes a diagnostic engine in communication with the communication interface and the grading engine. The diagnostic engine is to generate a score based on an application of the scoring map on the telemetry data. The apparatus also includes an upgrade engine to implement an upgrade at the client device based on the score.

Upgrade determinations of devices based on telemetry data

Examples described herein include examples of method for predicting battery performance of a battery comprising collecting battery data corresponding to a plurality of batteries with characteristics similar to the battery during a first time period, storing the collected battery data in a staging memory, generating a logarithmic regression based on the collected battery data, and predicting battery performance for the battery based on the logarithmic regression.

Battery performance prediction

A technique includes, for each storage drive of a plurality of storage drives, determining a metric associated with the storage drive based at least in part on a plurality of attributes associated with the storage drive; and determining a health of a given storage drive of the plurality of storage drives based at least in part on the metric associated with the given storage drive and the metric associated with at least one other storage drive of the plurality of storage drives.

Determining the health of a storage drive

In some examples, a computing device can determine a data state from telemetry data received from a plurality of client devices, determine a state change using the data state determined from the telemetry data, determine, using the state change, a potential cause of a fault of a component of a client device of the plurality of client devices, where the potential cause of the fault is determined in response to receiving a support inquiry from the client device, and display a timeline of state changes, where the timeline includes the determined state change of the client device.

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Porto Alegre, Brazil

Roberto Argenta Coutinho