Method and apparatus for predicting mobile device wireless link quality of service requirements along a predicted path
An information handling system includes a wireless adapter for communicating with a wireless link and a storage device for storing a spatial-temporal user profile comprising historical wireless service type profiles for a location where the information handling system is operating. The information handling system further includes an application processor that selects a predicted future system during a future time interval. The application processor determines quality of service requirements along the predicted future system.
1. An information handling system comprising:
a wireless adapter to communicate with a wireless link;
an application processor to receive a spatial-temporal user profile comprising historical wireless service type profiles for a plurality of locations where the information handling system has operated;
an application processor to select a future time interval of operation and to determine a plurality of predicted future information handling system locations during the future time interval; and
the application processor to determine quality of service (QoS) requirements during the selected future time interval based on historical wireless service type profiles at the predicted future information handling system locations.
2. The system of claim 1 , wherein the spatial-temporal user profile includes categories of wireless service types and wireless service usage levels for the categories at a plurality of locations during the selected future time interval.
3. The system of claim 2 , wherein the spatial-temporal user profile includes categories of wireless service types selected from voice, SMS, email, and HTTP activity.
4. The system of claim 2 , wherein the spatial-temporal user profile includes wireless usage levels further comprising historical percentages of total wireless adapter usage attributed to each category of wireless service.
5. The system of claim 4 , wherein the historical percentages of total wireless adapter usage attributed to each category of wireless service is limited to usage during a daily recurring period of time corresponding to the selected future time interval.
6. The system of claim 1 , wherein the application processor determines QoS requirements during the selected future time interval by assessing minimum QoS tolerance policy settings for each category of wireless service type.
7. The system of claim 6 , wherein the application processor selects the QoS requirements for a during the selected future time interval by weighting QoS criteria for predominant wireless services expected to be used based on the historical wireless service type profiles.
8. A computer implemented method comprising:
storing a spatial-temporal user profile comprising historical wireless service type profiles for a plurality of locations where the information handling system has operated;
selecting, via a processor, to select a future time interval of operation and to determine a plurality of predicted future information handling system locations during the future time interval; and
determining quality of service (QoS) requirements during the future time interval based on historical wireless service type profiles.
9. The method of claim 8 , wherein the spatial-temporal user profile includes categories of wireless service types and wireless service usage levels for the categories of wireless service during the future time interval at the plurality of predicted future information handling system locations.
10. The method of claim 9 , wherein the spatial-temporal user profile includes categories of wireless service types selected from voice, SMS, email, and HTTP activity.
11. The method of claim 9 , wherein the spatial-temporal user profile includes wireless usage levels further comprising historical percentages of total wireless adapter usage attributed to each category of wireless service type.
12. The method of claim 9 , wherein determining QoS requirements for a future time interval of operation comprises assessing minimum QoS tolerance policy settings for each category of wireless service type.
13. The method of claim 12 , further comprising:
selecting the QoS requirements during a future time interval of operation by selecting QoS criteria for predominant wireless services expected to be used based on the historical wireless service type profiles,
wherein the QoS criteria include latency and jitter.
14. An information handling system comprising:
a network interface device to receive data identifying a remote mobile information handling system;
a storage device to store a spatial-temporal user profile comprising historical wireless service type profiles for a plurality of locations where the remote mobile information handling system has operated;
an application processor to select a future time interval of operation and to determine a plurality of predicted future remote mobile information handling system locations during the future time interval;
the application processor to determine quality of service (QoS) requirements during the selected future time interval based on historical wireless service type profiles at the predicted future remote mobile information handling system locations; and
the network interface transmitting the QoS requirements to the remote mobile information handling system.
15. The system of claim 14 , wherein the spatial-temporal user profile includes categories of wireless service types and wireless usage levels for the wireless service type categories during a future time interval of operation for the remote mobile information handling system.
16. The system of claim 14 , wherein the spatial-temporal user profile includes categories of wireless service types selected from voice, SMS, email, and HTTP activity.
17. The system of claim 14 , wherein the spatial-temporal user profile includes wireless usage levels further comprising historical percentages of total wireless usage by the remote mobile information handling system attributed to each category of wireless service type.
18. The system of claim 14 , wherein the application processor determines QoS requirements for a future time interval of operation of the remote mobile information handling system based on minimum QoS tolerance policy settings for each category of wireless service type.
19. The system of claim 18 , wherein the minimum QoS tolerance policy settings for each category of wireless service type are selected from QoS criteria including latency, packet loss, jitter, and minimum bandwidth.
20. The system of claim 18 , wherein the application processor selects the QoS requirements during a future time interval of operation for the remote mobile information handling system by selecting QoS criteria according to predominant wireless services expected to be used based on the historical wireless service type profiles.