Method and system for gathering time-varying metrics

Patent metadata

Field	Value
Publication number	US-10843084-B2
Application number	US-201314066904-A
Country	US
Kind code	B2
Filing date	Oct 30, 2013
Priority date	Oct 30, 2013
Publication date	Nov 24, 2020
Grant date	Nov 24, 2020

Abstract

Embodiments of the present invention provide a novel solution which can be used to detect and analyze instances of micro stutter within a given game, GPU and/or driver version. Embodiments of the present invention may be operable to divide an application session into a set of sub-sessions and perform multiple derivative calculations on time-varying application parameters (e.g., frame rates) measured during each sub-session. Embodiments of the present invention may also be operable to generate separate histograms for each derivative calculation performed. As such, based on calculations performed, embodiments of the present invention may synchronously increment histogram bins representing a corresponding range of performance in real-time. Upon the completion of the application session, sub-session histograms may be compressed and then saved into a log which can be fetched and uploaded to a host computer system for aggregation and storage into a database for server-side optimization analysis.

First claim

What is claimed is:

1. A method comprising:
using a client device, dividing an application session associated with an application into a set of sub-sessions;
measuring a time-varying parameter associated with the application based at least in part on performance data associated with the time-varying parameter and gathered over time during each sub-session of the set of sub-sessions using the client device;
sorting said performance data for each sub-session into a histogram;
identifying, based at least in part on the histogram, one or more instances of micro stutter associated with the application session; and
generating, based at least in part on the one or more identified instances of micro stutter and current configuration settings of the client device, updated configuration settings of the client device to cause an adjustment to the time varying parameter in the application session or a subsequent application session.

2. The method of claim 1 , wherein the measuring further comprises performing a first derivative calculation on the performance data, wherein the first derivative calculation produces a first rate of performance for the time-varying parameter.

3. The method of claim 2 , wherein the measuring further comprises performing a second derivative calculation using data associated with the first rate of performance to produce a second rate of performance, wherein said second rate of performance is an acceleration rate associated with the time-varying parameter.

4. The method of claim 1 , wherein the sorting further comprises synchronously incrementing a histogram bin in real-time and responsive to the performance data gathered.

5. The method of claim 1 , wherein the identifying the one or more instances of micro stutter includes:
transmitting first data representative of the histogram and the current configuration settings to a host device remote from the client device; and
receiving second data from the host device, the second data representative of update information corresponding to the client device, the update information generated based at least in part on the histogram and one or more histograms generated by one or more additional client devices other than the client device,
wherein the generating the updated configuration settings of the client device is based at least in part on the second data.

6. The method of claim 1 , wherein the time-varying parameter is associated with one of a frame rate or a rendering rate.

7. The method as described in claim 1 , wherein said time-varying parameter is associated with a power consumption rate.

8. A system comprising:
a data gathering module to:
divide an application session associated with an application into a set of sub-sessions; and
measure a time-varying parameter associated with the application by gathering performance data associated with the time-varying parameter over time during each sub-session of the set of sub-sessions;

a histogram generation module to sort the performance data for each sub-session into a histogram;
a log generation module to log data gathered by the data gathering module and the histogram generation module; and
a configuration updater to:
identify, based at least in part on the data, one or more instances of micro stutter associated with the application session; and
update, based at least in part on the identified one or more instances of micro stutter, configuration settings of the system corresponding to the time-varying parameter.

9. The system of claim 8 , wherein the data gathering module is further to perform a first derivative calculation on the performance data, wherein the first derivative calculation produces a first rate of performance for the time-varying parameter and the histogram generation module sorts the first rate of performance into the histogram.

10. The system of claim 9 , wherein the data gathering module is further to perform a second derivative calculation using other data associated with the first rate of performance to produce a second rate of performance, wherein the second rate of performance is an acceleration rate associated with the time-varying parameter and the histogram generation module sorts the second rate of performance into the histogram.

11. The system of claim 8 , wherein the histogram generation module is further to synchronously increment a histogram bin in real-time and responsive to said performance data gathered.

12. The system of claim 8 , further comprising a communication module to:
transmit the data to a host device remote from the client device; and
receive additional data from the host device associated with the configuration settings,
wherein the updating the configuration settings is based at least in part on additional data.

13. The system of claim 8 , wherein the time-varying parameter is associated with one of a frame rate or a rendering rate.

Assignees

• Nvidia Corp

Inventors

• Spitzer John
• Uralsky Yuri

Classifications

• A63F13/77 Primary

  involving data related to game devices or game servers, e.g. configuration data, software version or amount of memory · CPC title

• A63F13/85

  Providing additional services to players · CPC title