Intelligent mobility application profiling tool
Analyzing mobile device applications within a wireless data network and other related aspects are presented herein. More particularly, described herein is a novel Intelligent Mobility Application Profiling Tool (iMAP) and/or other mechanisms, systems and methods for profiling and benchmarking applications associated with mobile devices in a wireless data network. Various systems and methods described herein expose cross-layer interaction associated with a network device in order to profile an application on the network device with respect to energy efficiency, performance, and functionality. As described herein, radio resource control (RRC) analysis can be performed to infer RRC states associated with a given application, identify tail time, etc. Further, analyzers are employed for various layers, including transmission control protocol (TCP) and/or hypertext transfer protocol (HTTP), as well as to analyze communication bursts associated with a given application. Analysis results are subsequently utilized to deliver application profiling results to a user.
1. A method, comprising:
determining, by a system comprising a processor, a cross-layer interaction associated with network activity data of a network device with respect to a radio resource control state;
determining, by the system, a burst corresponding to a period of time between consecutive packets of the network activity data;
determining, by the system based on the cross-layer interaction, a source of the burst;
determining, by the system, the radio resource control state based on a radio link control buffer characteristic of the network device; and
determining, by the system based on the radio resource control state, an energy consumption of the burst.
2. The method of claim 1 , wherein the determining the burst comprises determining the period of time between the consecutive packets received by the network device.
3. The method of claim 1 , further comprising:
generating, by the system, information representing the cross-layer interaction, the burst, and the source of the burst.
4. The method of claim 1 , further comprising:
determining, by the system based on the energy consumption, an energy efficiency of the network device.
5. The method of claim 1 , further comprising:
receiving, by the system, the network activity data from the network device.
6. The method of claim 1 , wherein the determining the cross-layer interaction comprises extracting a transmission control protocol data flow from the network activity data and identifying a property of a data packet associated with the transmission control protocol data flow.
7. The method of claim 1 , wherein the determining the source of the burst comprises determining the source based on a transmission control protocol property associated with the burst.
8. The method of claim 1 , wherein the determining the source of the burst comprises determining the source based on a packet duration associated with the burst.
9. The method of claim 1 , further comprising
determining, by the system, periodic bursts comprising the burst.
10. The method of claim 1 , further comprising:
determining, by the system, a ratio of a first amount of data transferred from the network device to a second amount of data received by the network device.
11. A system, comprising:
a processor; and
a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations, comprising:
determining information referencing a cross-layer interaction associated with a network device with respect to a radio resource control state;
identifying a communication burst within communication activity of the network device, wherein the communication burst is associated with a time period between consecutive communications;
determining, based on the information referencing the cross-layer interaction, an initiating event of the communication burst;
determining the radio resource control state based on a radio link control buffer characteristic of the network device; and
determining, based on the radio resource control state, an energy consumption of the communication burst.
12. The system of claim 11 , wherein the operations further comprise:
determining a property of an application of the network device based on the information and the communication burst.
13. The system of claim 11 , wherein the operations further comprise:
determining a radio resource control state transition associated with the communication activity.
14. The system of claim 11 , wherein the operations further comprise:
associating the communication burst with an application of the network device.
15. The system of claim 11 , wherein the operations further comprise:
determining an energy efficiency of the network device according to a defined efficiency measure based on the radio resource control state.
16. The system of claim 11 , wherein the operations further comprise:
determining a transmission control protocol data flow based on the information; and
determining a property of a packet associated with the transmission control protocol data flow.
17. A computer-readable storage device comprising executable instructions that, in response to execution, cause a system comprising a processor to perform operations, comprising:
identifying a cross-layer interaction associated with a network device with respect to a radio resource control state;
identifying a burst within operation data of the network device, wherein the burst is associated with a period of time between consecutive packets of the operation data;
determining, based on the cross-layer interaction, a trigger of the burst;
determining the radio resource control state based on a radio link control buffer characteristic of the network device; and
determining, based on the radio resource control state, an energy consumption of the burst.
18. The computer-readable storage device of claim 17 , wherein the operations further comprise:
generating profile data representing a performance profile of an application of the network device based on the cross-layer interaction, the burst, and the trigger of the burst.
19. The computer-readable storage device of claim 17 , wherein the identifying the burst comprises determining the period of time between the consecutive packets.
20. The computer-readable storage device of claim 17 , wherein the operations further comprise:
determining, based on the energy consumption, an energy efficiency of the network device.