Online and distributed optimization framework for wireless analytics
AssigneeInternational Business Machines Corporation
InventorsVikas Kumar Garg, Ankur Narang, Shivkumar Kalyanaraman
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Abstract
A method, computer program product, and computer system directed to an online and distributed optimization framework for wireless analytics. A radio network controller determines a ranking for each of a plurality of received objects using a plurality of similarity graphs. The radio network controller extracts a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects. The common structure is analyzed to infer usage patterns within a time slot. The radio network controller stores a subset of the ranked objects of the plurality of received objects in response to the analysis.
Claims9
A computer-implemented method comprising:
- determining, by a radio network controller, a ranking for each of a plurality of received objects using a plurality of similarity graphs;
- extracting, by the radio network controller, a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects;
- analyzing, by the radio network controller, the common structure to infer usage patterns within a time slot;
- and
- storing, by the radio network controller, a subset of the ranked objects of the plurality of received objects in response to the analysis.
9-24. (canceled)
Dependencies are inferred from the claim text.