ARTIFICIAL INTELLIGENCE MODEL MONITORING AND RANKING

Artificial intelligence (AI) model monitoring and ranking includes obtaining metric values indicative of performance of AI model deployments, the metric values including respective metric values measured across metrics, determining violation statuses of the metrics for each of the AI model deploymen...

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Bibliographic Details
Main Authors Chamarthy, Ravi Chandra, KATARI, Madhavi, Somineni, Swapna, Mundhe, Prashant Pandurang, Suryanarayanan, Arunkumar Kalpathi
Format Patent
LanguageEnglish
Published 20.04.2023
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:Artificial intelligence (AI) model monitoring and ranking includes obtaining metric values indicative of performance of AI model deployments, the metric values including respective metric values measured across metrics, determining violation statuses of the metrics for each of the AI model deployments, the violation statuses indicating, for each AI model deployment, which of the metrics are violated by the AI model deployment as reflected by respective metric values for that AI model deployment, ranking the AI model deployments against each other according to a ranking model and based on the determined violation statuses for each of the AI model deployments, and providing a rank of at least some of the AI model deployments to a user.
Bibliography:Application Number: US202117499214