Optimizing mobile user data storage
View Patent ↗Systems and methods described herein provide a mechanism for optimizing the reception and storage of mobile user data. Data relating to mobile user location, behavior, and profiles are received from mobile users and stored at a storage system in an efficient manner. The efficiency is achieved by identifying what system parameters may be adjusted to reduce storage requirements while still providing sufficient data for useful analysis. System parameters that may change to reduce storage requirements include, e.g., the type of mobile user data collected, the frequency at which mobile user data is collected, the events or conditions that trigger data collection, and dynamically adjusting data collection upon detecting a number of event or time-based triggers.
1. A method for optimizing mobile user data storage by adjusting parameters, said method comprising:
receiving, at a storage system, data from one or more mobile users according to a first data receiving scheme;
establishing, at said storage system, a second data receiving scheme according to a location of said one or more mobile users where the frequency at which data is received from said mobile users according to said second data receiving scheme is different than the frequency at which data is received from said mobile users according to said first data receiving scheme, wherein
more data is received from said one or more mobile users when said one or more mobile users is determined to be in a proximity of a location of interest, and
less data is received from said one or more mobile users during periods of expected low mobile user activity and more data is received from said one or more mobile users during periods of expected high mobile user activity; and
instructing said one or mobile users to transmit data to said storage system according to said second scheme.
2. The method of claim 1 further comprising:
determining data received from said one or more mobile users according to said first data receiving scheme exceeds a threshold.
3. The method of claim 2 further comprising:
transmitting, from said storage system, instructions to said one or more mobile users relating to said second data receiving scheme.
4. The method of claim 3 further comprising:
receiving data from said one or more mobile users according to said second data receiving scheme.
5. The method of claim 1 wherein said data comprises mobile user location data.
6. The method of claim 5 wherein said data comprises mobile user behavioral data.
7. The method of claim 6 wherein said data comprises mobile user profile data.
8. The method of claim 1 wherein said establishing said second receiving scheme further comprises varying the frequency at which data is received from said one or more mobile users.
9. The method of claim 8 wherein varying the frequency at which data is received from said one or more mobile users comprises receiving data from said one or more mobile users only upon the occurrence of an event or condition.
10. The method of claim 9 when said event or condition comprises powering on a mobile device of said mobile user.
11. The method of claim 9 when said event or condition comprises rebooting a mobile device of said mobile user.
12. The method of claim 9 when said event or condition comprises said mobile user crossing a virtual radius of a location of interest.
13. The method of claim 1 wherein said establishing said second receiving scheme comprises collecting only mobile user behavioral data.
14. The method of claim 1 wherein said establishing said second receiving scheme comprises collecting only mobile user location data.
15. A system for optimizing storage of mobile user data by adjusting parameters, said system comprising:
at least one processor; and
a memory coupled to the at least one processor, wherein the at least one processor is configured to:
receive, at a storage system, data from one or more mobile users according to a first data receiving scheme;
establish, at said storage system, a second data receiving scheme according to a location of said one or more mobile users where the frequency at which data is received from said mobile users according to said second data receiving scheme is different than the frequency at which data is received from said mobile users according to said first data receiving scheme, wherein
more data is received from said one or more mobile users when said one or more mobile users is determined to be in a proximity of a location of interest, and
less data is received from said one or more mobile users during periods of expected low mobile user activity and more data is received from said one or more mobile users during periods of expected high mobile user activity; and
instruct said one or mobile users to transmit data to said storage system according to said second scheme.
16. The system of claim 15 wherein said processor is further configured to:
determine data received from said one or more mobile users according to said first data receiving scheme exceeds a threshold.
17. The system of claim 16 wherein said processor is further configured to:
transmit, from said storage system, instructions to said one or more mobile users relating to said second data receiving scheme.
18. The system of claim 17 wherein said processor is further configured to:
receive data from mobile users according to said second data receiving scheme.
19. The system of claim 15 wherein said processor is further configured to:
receive mobile user location data.
20. The system of claim 19 wherein said processor is further configured to:
receive mobile user behavioral data.
21. The system of claim 20 wherein said processor is further configured to:
receive mobile user profile data.
22. The system of claim 15 wherein said processor is further configured to:
increase the frequency at which data is received from said one or more mobile users only during period when a mobile user is determined to be in a proximity of a location of interest.
23. The system of claim 15 wherein said processor is further configured to:
receive data from said one or more mobile users only upon the occurrence of an event or condition.
24. The system of claim 23 when said event or condition comprises powering on a mobile device of said mobile user.
25. The system of claim 23 when said event or condition comprises rebooting a mobile device of said mobile user.
26. The system of claim 23 when said event or condition comprises said mobile user crossing a virtual radius of a location of interest.
27. The system of claim 15 wherein said processor is further configured to:
collect only mobile user behavioral data.
28. The system of claim 15 wherein said processor is further configured to:
collect only mobile user location data.
29. The method of claim 1 wherein location of said one or more mobile users is a real-time or near real-time location.
30. The method of claim 1 wherein location of said one or more mobile users is a predicted location of said one or more mobile users in relation to a location of interest.
31. The method of claim 1 wherein location of said one or more mobile users is a historical location of said one or more mobile users in relation to a location of interest.
32. The system of claim 15 wherein location of said one or more mobile users is a real-time or near real-time location.
33. The system of claim 15 wherein location of said one or more mobile users is a predicted location of said one or more mobile users in relation to a location of interest.
34. The system of claim 15 wherein location of said one or more mobile users is a historical location of said one or more mobile users in relation to a location of interest.