Wireless resources controller for mobile devices
AssigneeInternational Business Machines Corporation
InventorsManjit Singh Sodhi, Sri Harsha Varada, Manoj Kumar Goyal, Rashmi Singh
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Abstract
Assigning wireless resources to a device based on usage context and predicting future demand for wireless resources. Connections to available wireless resources are made according to usage context and managed according to predicted future resource needs. An artificial intelligence prediction module and a supervised learning engine establish a proposed wireless resource usage plan. The available wireless resources are evaluated with reference to the usage plan and connections are made according to the evaluations.
Claims20
A computer-implemented method comprising:
- collecting contextual data related to usage of a user device by a user;
- storing the contextual data for historical analysis of various applications, including a first application, and corresponding usage metrics;
- receiving access datasets for a set of wireless resource providers, the access datasets including identifying credentials and payment information;
- generating a wireless resource usage model by analyzing the contextual data and the preference dataset with respect to the first application;
- determining a wireless resource requirement plan according to the wireless resource usage model;
- and
- establishing a connection to a selected wireless resource provider capable of meeting a requirement of the wireless resource requirement plan.
A computer program product comprising a computer-readable storage medium having a set of instructions stored therein which, when executed by a processor, causes the processor to perform a method comprising:
- collecting contextual data related to usage of a user device by a user;
- storing the contextual data for historical analysis of various applications, including a first application, and corresponding usage metrics;
- receiving access datasets for a set of wireless resource providers, the access datasets including identifying credentials and payment information;
- generating a wireless resource usage model by analyzing the contextual data and the preference dataset with respect to the first application;
- determining a wireless resource requirement plan according to the wireless resource usage model;
- and
- establishing a connection to a selected wireless resource provider capable of meeting a requirement of the wireless resource requirement plan.
A computer system comprising:
- a processor set;
- and
- a computer readable storage medium;
- wherein:
- the processor set is structured, located, connected, and/or programmed to run program instructions stored on the computer readable storage medium;
- and
- the program instructions which, when executed by the processor set, cause the processor set to perform a process comprising:
- collecting contextual data related to usage of a user device by a user;
- storing the contextual data for historical analysis of various applications, including a first application, and corresponding usage metrics;
- receiving access datasets for a set of wireless resource providers, the access datasets including identifying credentials and payment information;
- generating a wireless resource usage model by analyzing the contextual data and the preference dataset with respect to the first application;
- determining a wireless resource requirement plan according to the wireless resource usage model;
- and
- establishing a connection to a selected wireless resource provider capable of meeting a requirement of the wireless resource requirement plan.
Dependencies are inferred from the claim text.