Systems and Methods for Monitoring and Detection of Anomalous Activity in Software-Defined Radio Access Networks
AssigneesSRI International, Ohio State Innovation Foundation
InventorsPhillip Andrew Porras, Vinod Trivandrum Yegneswaran, Haohuang Wen
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Abstract
An example method for monitoring a software-defined radio access network (SD-RAN) includes receiving, by a computing device, data indicative of communications between a base station configured to provide radio access and one or more network devices. The method also includes generating, by the computing device and based on the data, a telemetry stream indicative of potential anomalous activity in the SD-RAN. The method further includes providing, by the computing device and based on the telemetry stream, an indication of the potential anomalous activity.
Claims26
A computer-implemented method for monitoring a software-defined radio access network (SD-RAN), comprising:
- receiving, by a computing device, data indicative of communications between a base station configured to provide radio access and one or more network devices;
- generating, by the computing device and based on the data, a telemetry stream indicative of potential anomalous activity in the SD-RAN;
- and
- providing, by the computing device and based on the telemetry stream, an indication of the potential anomalous activity.
A system for monitoring a software-defined radio access network (SD-RAN), comprising:
- one or more network devices;
- a base station configured to provide radio access to the one or more network devices;
- one or more processors;
- and
- data storage, wherein the data storage has stored thereon computer-executable instructions that, when executed by the one or more processors, cause a computing device to carry out operations comprising:
- receiving, by the computing device, data indicative of communications between the base station and the one or more network devices;
- generating, by the computing device and based on the data, a telemetry stream indicative of potential anomalous activity in the SD-RAN;
- and
- providing, by the computing device and based on the telemetry stream, an indication of the potential anomalous activity.
A computing device for monitoring a software-defined radio access network (SD-RAN), comprising:
- one or more processors;
- and
- data storage, wherein the data storage has stored thereon computer-executable instructions that, when executed by the one or more processors, cause the computing device to carry out operations comprising:
- receiving, by the computing device, data indicative of communications between a base station configured to provide radio access and one or more network devices;
- generating, by the computing device and based on the data, a telemetry stream indicative of potential anomalous activity in the SD-RAN;
- and
- providing, by the computing device and based on the telemetry stream, an indication of the potential anomalous activity.
Dependencies are inferred from the claim text.