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.
Claims17
1-8. (canceled)
A computer program product residing on a computer readable medium having a plurality of instructions stored thereon which, when executed by a processor, cause the processor to perform operations comprising:
- determining a ranking for each of a plurality of received objects using a plurality of similarity graphs;
- extracting a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects;
- analyzing the common structure to infer usage patterns within a time slot;
- and
- storing a subset of the ranked objects of the plurality of received objects in response to the analysis.
A computing system including a processor and memory configured to perform operations comprising:
- determining a ranking for each of a plurality of received objects using a plurality of similarity graphs;
- extracting a common structure by collaborative filtering data associated with a plurality of user devices and the plurality of received objects;
- analyzing the common structure to infer usage patterns within a time slot;
- and
- storing a subset of the ranked objects of the plurality of received objects in response to the analysis.
Dependencies are inferred from the claim text.