Centurylink Intellectual Property LLC

Maana, Inc.

Ryan Kirk

Jason Forrest Mackay

Tara Sanathanan Prakriya

Ralph Donald Thompson, Iii

Robert Povey

Alexander Hussam Elkholy

Victor Sletten

Field Nicholas Cady

Novel tools and techniques for the machine discovery of aberrant states are provided. A system includes a plurality of network devices, and a decision system in communication with the plurality of network devices. Each of the plurality of network devices may be configured to generate a respective data stream. The decision system may include a processor and a non-transitory computer readable medium including instructions executable by the processor to obtain, via the plurality of network devices, one or more data streams. The decision system may build a historic model of a data stream, and determine a predicted value of the data stream at a future time, based on the historic model. The decision system may be configured to determine whether an anomaly has occurred based on a variation between a current value of the data stream and the predicted value of the data stream.

Machine discovery of aberrant operating states

Novel tools and techniques for the machine discovery and rapid agglomeration of similar states are provided. A system includes a plurality of network devices, and a decision system. The plurality of network devices may be configured to generate a respective data stream. The decision system may include a processor and a non-transitory computer readable medium including instructions executable by the processor. The system may obtain, via the plurality of network devices, one or more data streams, determine an anomaly has occurred on a data stream of the one or more data streams, determine a set of data streams of the one or more streams sharing at least one of a set of centroids associated with the data stream, and determine, based on the set of data streams, the occurrence of an incident.

Machine discovery and rapid agglomeration of similar states

Embodiments are directed towards managing data. Attributes of model fields of a plurality of model objects may be analyzed. If the analysis of the attributes discovers primary key fields in the model objects, the characteristics of the primary keys may be compared with the characteristics of other model objects. If affirmative results of the comparison indicate that one or more foreign key fields may be in the other model objects, one or more relationships that associate the primary key fields with the foreign key fields may be provided. And, a system model may be provided based on the relationships and the model objects that include the primary key fields and the model objects that include the foreign key fields.

Machine-assisted key discovery and join generation

Growing community of inventors

Seattle, WA, United States of America

Ryan Kirk