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US Patent 12079066 Method to estimate time to failure from sectional survival probabilities

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
120790660
Patent Inventor Names
Khayam Anjam0
Raja Neogi0
Date of Patent
September 3, 2024
0
Patent Application Number
181182860
Date Filed
March 7, 2023
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Patent Citations
‌
US Patent 10972491 Anomaly detection with missing values and forecasting data streams
0
‌
US Patent 10254720 Data center intelligent control and optimization
0
Patent Primary Examiner
‌
Nadeem Iqbal
0
CPC Code
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G06F 11/3457
0
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G06F 11/0781
0
Patent abstract

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 data center data from a plurality of data center assets within a data center, the data center data comprising event data; assigning the data center data to a vectorized input space; reducing a dimension of the vectorized input space to a latent space, the latent space providing an event model dimension; decoding the latent space to provide a vectorized decoded output space; performing a data center data analytics failure forecasting operation using the vectorized decoded output space; and, performing a data center analytics failure time estimation operation, the data center analytics failure time estimation operation generating data center analytics failure time estimation data using the data center asset failure forecasting data.

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