Method and apparatus for improving broadband experience using cloud based recommendation engine
Described is a method performed by a computing device for controlling home network system associated with a plurality of Wi-Fi communicating devices, the method comprising: analyzing operational data associated with the plurality of Wi-Fi communicating devices, the operational data collected from plurality of Wi-Fi communicating devices; providing (or generating) recommendations for improving performance of the home network system according to the analyzed operational data; correlating the recommendations into groups; and aggregating the recommendations from the groups to generate unified recommendations for improving the home network system.
1. A method performed by a computing device for controlling a home network system associated with a plurality of communicating devices, the method comprising:
analyzing data collected from the plurality of communicating devices;
providing recommendations for at least one of the plurality of communicating devices for improving performance of the home network system based on the analyzed data;
defining hierarchies for the recommendations for at least one of the plurality of communication devices, wherein hierarchies for recommendations are defined based on a level of inclusiveness covered by each of the recommendations;
correlating the recommendations into at least one group according to similarities in the recommendations; and
aggregating the recommendations from the at least one group to generate unified recommendations that improves the home network system.
2. The method of claim 1 , wherein the data comprises performance data and/or operational data.
3. The method of claim 2 , wherein the computing device is operable to analyze the following types of performance data: Wi-Fi performance counters, broadband performance data, and active probing data.
4. The method of claim 2 , wherein the operational data comprises Wi-Fi operational data, Wi-Fi user traffic data, broadband operational data, and/or device operational data.
5. The method of claim 4 , wherein the broadband operational data comprises DSL operational data.
6. The method of claim 2 , wherein the operational data comprises current operational data and historical operational data, and the performance data comprises current performance data and historical performance data.
7. The method of claim 1 , wherein aggregation of the recommendations is performed based on priority, action-levels, or correlations between the recommendations.
8. The method of claim 1 further comprising providing the unified recommendations to one or more of:
a LAN device,
a performance optimization system, or
a home network controller.
9. The method of claim 1 further comprising filtering the unified recommendations according to filtering instructions.
10. A non-transitory computer readable storage medium having computer program code stored thereon, the computer program code, when executed by one or more processors implemented on a computing system, causes the computing system to perform a method comprising:
analyzing collected data associated with a plurality of communicating devices;
providing recommendations for at least one communicating device within the plurality of communicating devices that improves performance of a home network system according to the collected data;
defining one or more hierarchies for the recommendations for the at least one communicating device, wherein hierarchies for recommendations are defined based on a level of inclusiveness covered by each of the recommendations;
correlating the recommendations into at least one group according to similarities in the recommendations; and
aggregating the recommendations from the at least one group to generate unified recommendations that improves the home network system.
11. The method of claim 10 , wherein the collected data comprises Wi-Fi performance counters, broadband performance data, and/or active probing data, Wi-Fi operational data, Wi-Fi user traffic data, broadband operational data, or device operational data.
12. A system comprising:
a database to store historical data;
a server coupled to the database, the server operable to:
analyze current data associated with a plurality of communicating devices, the current data collected from the plurality of communicating devices;
analyze the historical data from the database;
provide individual recommendations based on hierarchical recommendation functions for at least one of the plurality of communicating devices that improves performance of a home network system according to the analyzed current data and historical data, wherein hierarchies for individual recommendations are defined based on a level of inclusiveness covered by each of the individual recommendations;
correlate the individual recommendations into at least one group according to similarities in the individual recommendations;
aggregate the individual recommendations from the at least one group to generate unified recommendations that improve the home network system; and
a communication interface that allows the server to communicate with one or more of the plurality of communicating devices.
13. The system of claim 12 wherein the historical data and the current data comprises performance data and/or operational data.
14. The system of claim 13 wherein the performance data comprises Wi-Fi performance counters, broadband performance data, and/or active probing data, and the operational data comprises Wi-Fi operational data, Wi-Fi user traffic data, broadband operational data, and/or device operational data.
15. The system of claim 12 wherein the server comprises a cloud recommended engine that comprises one or more individual diagnostic functions that provide individual diagnostics based on recent data associated with one or more corresponding WAN gateway, LAN/Wi-Fi gateway, and other devices.
16. The system of claim 15 wherein each one or more corresponding WAN Gateway, LAN/Wi-Fi Gateway, and the other devices comprise an agent that is operable to send data to a data cloud.
17. The system of claim 12 , wherein the server comprises a cloud recommended engine that comprises an aggregation function that aggregates the individual recommendations for specific communicating devices into the groups based on at least one of priority, action-levels, and correlations between the individual recommendations.
18. The method of claim 1 , wherein the level of inclusiveness of the respective communication device comprises a first level of inclusiveness: station recommendations, or a second level of inclusiveness: link/network recommendations, or a third level of inclusiveness: CPE/access point (AP) recommendations, wherein the first level of inclusiveness is the lowest level of inclusiveness.