ONLINE AND DISTRIBUTED OPTIMIZATION FRAMEWORK FOR WIRELESS ANALYTICS
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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.
23 Citations
24 Claims
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1-8. -8. (canceled)
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9. 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:
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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. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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17. A computing system including a processor and memory configured to perform operations comprising:
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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. - View Dependent Claims (18, 19, 20, 21, 22, 23, 24)
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Specification