Patent ID: 11968098
Assignee: T-MOBILE INNOVATIONS LLC
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 6:
7. A non-transitory computer-readable medium containing instructions that, when executed by a processor of an electronic device, cause the electronic device to be configured to:
receive a data quality metric that is based on a key performance indicator (KPI) of a cellular network;
detect a network data anomaly using a machine learning engine of the electronic device based on the data quality metric being more than a threshold amount different than a predicted value for the data quality metric, wherein the network data anomaly indicates that at least a portion of a data stream from which the KPI is calculated was unavailable fora previous iteration of the KPI and wherein the portion of the data stream that was unavailable for the previous iteration of the KPI is for a particular region of the cellular network;
provide, based on detecting the network data anomaly, a backfill command to a backfill processing pipeline to perform a KPI backfill operation by reaggregating the KPI when the portion of the data stream becomes available, wherein the backfill command is to perform the backfill operation by reaggregating the KPI only for the particular region of the cellular network, and wherein an amount of processing time to reaggregate the KPI only for the particular region of the cellular network is less than an amount of processing time to reaggregate the KPI for greater than the particular region of the cellular network; and
monitor multiple data quality metrics including the data quality metric, wherein each of the multiple data quality metrics is compared to its own predicted value.