US 12,395,964 B2
Architecture for scalable smart alerting across a multitude of data streams
Eleftherios Koutsofios, Berkeley Hts, NJ (US); Tamraparni Dasu, New Vernon, NJ (US); Yaron Kanza, Fair Lawn, NJ (US); Divesh Srivastava, Summit, NJ (US); Rajat Malik, Metuchen, NJ (US); and Gordon Woodhull, Beacon, NY (US)
Assigned to AT&T Intellectual Property I, L.P., Atlanta, GA (US)
Filed by AT&T Intellectual Property I, L.P., Atlanta, GA (US)
Filed on Mar. 21, 2022, as Appl. No. 17/699,969.
Prior Publication US 2023/0300785 A1, Sep. 21, 2023
Int. Cl. H04W 68/00 (2009.01); G06N 7/01 (2023.01); H04M 1/724 (2021.01); H04W 4/12 (2009.01); H04W 4/50 (2018.01)
CPC H04W 68/005 (2013.01) [G06N 7/01 (2023.01); H04M 1/724 (2021.01); H04W 4/12 (2013.01); H04W 4/50 (2018.02)] 20 Claims
OG exemplary drawing
 
1. A device, comprising:
a processing system including a processor; and
a memory that stores executable instructions that, when executed by the processing system, define operations of modules that monitor a computational hierarchy, the modules comprising:
a first module for generating base alerts with a hierarchical key associated with an operation of the computational hierarchy and for rolling up the base alerts based on the computational hierarchy, resulting in rolled-up base alerts;
a second module for generating super alerts from a concentration of the rolled-up base alerts; and
a third module comprising a first plurality of models that selects the super alerts based on priority, persistence of anomalies, pervasiveness of the super alerts generated, recency, or a combination thereof, generates a smart alert based on voting on the super alerts selected by the first plurality of models, and presents the smart alert on a user interface.