Dell Products Inc.

Dell & Products L.p.

Niharika Karia

Bina K Thakkar

Gajanan S Natu

Frederic Meunier

Sumanta Kashyapi

Michael Barnes

David C Sydow

A method for time series anomaly detection with rare event failure prediction includes determining, by a device including a processor and using a first machine learning model, a location of a data anomaly within sequential data. The method also includes determining, by the device and using a second machine learning model that is not the first machine learning model, whether a probability of a future failure event is at least a threshold probability based on the data anomaly and the sequential data.

Time series anomaly detection with rare event failure prediction

A system, method, and computer-readable medium for performing a data center management and monitoring operation. The data center management and monitoring operation includes: receiving utilization information from a plurality of data center assets within a data center; assigning a load index to each of the plurality of data center assets based upon the utilization information; training a machine learning model to generate a predicted load index for each of the plurality of data center assets; and, presenting the predicted load index for each of the plurality of data center assets to a user.

Unified performance metric for identifying data center utilization

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Tewksbury, MA, United States of America

Niharika Karia