Patent · US Active

Method and system for performing context-aware prognoses for health analysis of monitored systems

US10997135B2 · kind B2 · utility

13Cited by

53References

24Claims

0Family size

Assignee

Oracle International Corporation · US

Inventors

Michael Zoll · Foster City, US
Yaser I. Suleiman · Santa Clara, US
Subhransu Basu · Fremont, US
Angelo Pruscino · Los Angeles, US
Wolfgang Lohwasser · Munich, DE
Wataru Miyoshi · Redwood City, US
Thomas Breidt · Munich, DE
Thomas Herter · Santa Clara, US
Klaus Thielen · Munich, DE
Sahil Kumar · Redwood City, US

Key dates

Filing date	Sep 18, 2017
Grant date	May 4, 2021
Priority date	—
Expiry date	Sep 18, 2037

Classification

Technology area (CPC H)Electricity
CPC primaryH04L43/02
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Described is an approach for performing context-aware prognoses in machine learning systems. The approach harnesses streams of detailed data collected from a monitored target to create a context, in parallel to ongoing model operations, for the model outcomes. The context is then probed to identify the particular elements associated with the model findings.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.