Method and system for multivariate profile-based host operational state classification

A method and system for multivariate profile-based host operational state classification. Specifically, the disclosed method and system entail the generation of non-geometric shapes derived from operational state inferring features reflective of at least a portion of host device telemetry aggregated...

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Bibliographic Details
Main Author Hass, Jon Robert
Format Patent
LanguageEnglish
Published 16.02.2021
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Summary:A method and system for multivariate profile-based host operational state classification. Specifically, the disclosed method and system entail the generation of non-geometric shapes derived from operational state inferring features reflective of at least a portion of host device telemetry aggregated for host devices. The non-geometric shapes may subsequently be mapped onto a high-dimensional feature space and, thereafter, assigned into clusters representative of given target operational states that may be exhibited by the host devices. Based on identified operational states, assigned to the non-geometric shapes, reactive actions may be invoked to address or rectify operations and/or configurations on the host devices.
Bibliography:Application Number: US201916594915