IP Library › Granted Patent US 10,938,686
Granted Patent B2
US 10,938,686 · App. 16/284,106 · Granted Mar 2, 2021

Systems and methods for analyzing digital user experience

Inventors: Dhawal Sharma (San Jose, CA); KD Mazboudi (San Jose, CA); Srikanth Devarajan (San Jose, CA); Chakkaravarthy Periyasamy Balaiah (San Jose, CA); Sreedhar Pampati (San Jose, CA); Amit Sinha (San Jose, CA)
Assignee: Zscaler, Inc.
H04L43/062H04L43/045H04L43/065H04L43/0805H04L43/0829
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Quick Facts
Patent No.
US 10,938,686
App. No.
16/284,106
Granted
Mar 2, 2021
Kind
B2
Abstract

Systems and methods for analyzing digital user experience include performing inline monitoring of network access between one or more users each with an associated user device executing an agent application, the Internet, and one or more cloud applications and private applications accessible via lightweight connectors; based on user experience metrics collected by the inline monitoring and stored in a logging analysis system, obtaining user experience metrics for one or more users for a given time epoch and for a given application; determining a user experience score for the one or more users for the given time epoch and for the given application based on the obtained user experience metrics; and providing a graphical user interface displaying data related to various user experience scores for various users over various time epochs with various applications.

Claims (63)

1. A system for analyzing digital user experience comprising:

a plurality of nodes forming a cloud system, wherein the plurality of nodes are communicatively coupled to i) one or more users each with an associated user device executing an agent application, ii) the Internet, and iii) one or more cloud applications and private applications accessible via lightweight connectors, and wherein the cloud system provides inline monitoring of network access between the one or more users, the Internet, and the one or more cloud applications and private applications;

a logging and analytics system communicatively coupled to the cloud system configured to log and store user experience metrics collected by the inline monitoring of the cloud system; and

an analysis service communicatively coupled to the cloud system and the logging and analytics system, wherein the analysis service is configured to

based on the user experience metrics collected by the cloud system and stored in the logging and analytics system, obtain user experience metrics for one or more users for a given time epoch and for a given application,

determine a user experience score for the one or more users for the given time epoch and for the given application based on the obtained user experience metrics,

determine an aggregate user experience score for the cloud system for the given time epoch by combining the user experience score for each of the one or more users for the given time epoch derived from the inline monitoring of the cloud system,

determine one or more regional user experience scores for the given time epoch by combining the user experience score for users in each of a predetermined region of the cloud system for the given time epoch, and

provide a graphical user interface displaying data related to various user experience scores for various users over various time epochs with various applications, the data including the aggregate user experience score and the one or more regional user experience scores.

2. The system of claim 1 , wherein the analysis service is further configured to

generate and display an alert responsive to any user, group of users, location, and organization's user experience score falling below a threshold for a particular time epoch.

3. The system of claim 1 , wherein the analysis service is further configured to

aggregate the user experience for users into groups of users, locations, and organizations, and

provide a graphical user interface displaying data related to the groups of users, the locations, and the organizations.

4. The system of claim 1 , wherein the user experience score captures digital experience and is based on a given application with the associated device, application, and network-related metrics.

5. The system of claim 1 , wherein the user experience score is utilized for a specific application for peer comparison, and wherein the analysis service is further configured to

display associated user experience scores for the specific application for any users, group of users, locations, and organizations for comparison, and

update the display based on input while a user performs a drill down to remediate poor user experience scores.

6. The system of claim 1 , wherein the analysis service is further configured to

provide additional data including metrics based on input from a user in the graphical user interface.

7. The system of claim 1 , wherein the given application is one of a cloud application, a Software-as-a-Service application, and a real-time communication application.

8. A cloud node in a cloud system for monitoring digital user experience comprising:

a network interface communicatively coupled to i) one or more users each with an associated user device executing an agent application, ii) the Internet, and iii) one or more cloud applications and private applications accessible via lightweight connectors;

a processor communicatively coupled to the network interface; and

memory storing instructions that, when executed, cause the processor to

perform inline monitoring of network access between the one or more users, the Internet, and the one or more cloud applications and private applications,

log and store user experience metrics, collected by the inline monitoring, in a logging and analytics system,

based on the user experience metrics collected by the inline monitoring and stored in the logging and analytics system, obtain user experience metrics for one or more users for a given time epoch and for a given application,

determine a user experience score for the one or more users for the given time epoch and for the given application based on the obtained user experience metrics,

determine an aggregate user experience score for the cloud system for the given time epoch by combining the user experience score for each of the one or more users for the given time epoch derived from the inline monitoring of the cloud system,

determine one or more regional user experience scores for the given time epoch by combining the user experience score for users in each of a predetermined region of the cloud system for the given time epoch, and

provide a graphical user interface displaying data related to various user experience scores for various users over various time epochs with various applications, the data including the aggregate user experience score and the one or more regional user experience scores.

9. The cloud node of claim 8 , wherein the memory storing instructions that, when executed, further cause the processor to

generate and display an alert responsive to any user, group of users, location, and organization's user experience score falling below a threshold for a particular time epoch.

10. The cloud node of claim 8 , wherein the memory storing instructions that, when executed, further cause the processor to

aggregate the user experience for users into groups of users, locations, and organizations, and

provide a graphical user interface displaying data related to the groups of users, the locations, and the organizations.

11. The cloud node of claim 8 , wherein the user experience score captures digital experience and is based on a given application with associated device, application, and network-related metrics.

12. The cloud node of claim 8 , wherein the user experience score is utilized for a specific application for peer comparison, and wherein the memory storing instructions that, when executed, further cause the processor to

display associated user experience scores for the specific application for any users, group of users, locations, and organizations for comparison, and

update the display based on input while a user performs a drill down to remediate poor user experience scores.

13. The cloud node of claim 8 , wherein the memory storing instructions that, when executed, further cause the processor to

provide additional data including metrics based on input from a user in the graphical user interface.

14. The cloud node of claim 8 , wherein the given application is one of a cloud application, a Software-as-a-Service application, and a real-time communication application.

15. A method comprising:

performing inline monitoring of network access between one or more users each with an associated user device executing an agent application, the Internet, and one or more cloud applications and private applications accessible via lightweight connectors;

log and store user experience metrics, collected by the inline monitoring, in a logging and analytics system;

based on the user experience metrics collected by the inline monitoring and stored in the logging and analytics system, obtaining user experience metrics for one or more users for a given time epoch and for a given application;

determining a user experience score for the one or more users for the given time epoch and for the given application based on the obtained user experience metrics;

determining an aggregate user experience score for the cloud system for the given time epoch by combining the user experience score for each of the one or more users for the given time epoch derived from the inline monitoring of the cloud system;

determining one or more regional user experience scores for the given time epoch by combining the user experience score for users in each of a predetermined region of the cloud system for the given time epoch; and

providing a graphical user interface displaying data related to various user experience scores for various users over various time epochs with various applications, the data including the aggregate user experience score and the one or more regional user experience scores.

16. The method of claim 15 , further comprising

generating and displaying an alert responsive to any user, group of users, location, and organization's user experience score falling below a threshold for a particular time epoch.

17. The method of claim 15 , further comprising

aggregating the user experience for users into groups of users, locations, and organizations, and

providing a graphical user interface displaying data related to the groups of users, the locations, and the organizations.

18. The method of claim 15 , wherein the user experience score captures digital experience and is based on a given application with associated device, application, and network-related metrics.

19. The method of claim 15 , wherein the user experience score is utilized for a specific application for peer comparison, and further comprising

displaying associated user experience scores for the specific application for any users, group of users, locations, and organizations for comparison, and

updating the display based on input while a user performs a drill down to remediate poor user experience scores.

20. The method of claim 15 , further comprising

provide additional data including metrics based on input from a user in the graphical user interface.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 25, 2019
From: SHARMA, DHAWAL; MAZBOUDI, KD; DEVARAJAN, SRIKANTH; BALAIAH, CHAKKARAVARTHY PERIYASAMY; PAMPATI, SREEDHAR; SINHA, AMIT
To: ZSCALER, INC.
Reel/Frame 048423/0831 →
Continuity (1)
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