Automatic root cause analysis for web applications

• US 10,545,811 B2
• Filed: 01/11/2017
• Issued: 01/28/2020
• Est. Priority Date: 01/11/2017
• Status: Active Grant

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Gaha Tchamabe, Armelle Parfaite, Kaulen, Daniel, Kussmaul, Timo, Rindtorff, Klaus
• Primary Examiner(s): Leibovich, Yair
• Application Number:
  US15/403,418
• Publication Number:
  US 20180196707A1
• Time in Patent Office: 1,112 Days
• Field of Search: 714 381
• CPC Class Codes: G06F 11/0709 in a distributed system consisting of a plurality of standalone computer nodes, e.g. clusters, client-server systems
• CPC Class Codes: G06F 11/0775 Content or structure details of the error report, e.g. specific table structure, specific error fields
• CPC Class Codes: G06F 11/079 Root cause analysis, i.e. error or fault diagnosis in a hardware test environment G06F11/22; in a software test environment G06F11/36
• CPC Class Codes: G06F 21/10 Protecting distributed programs or content, e.g. vending or licensing of copyrighted material protection in video systems or pay television H04N7/16 ; Digital rights management [DRM]
• CPC Class Codes: H04L 41/0631 using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
• CPC Class Codes: H04L 41/5041 characterised by the time relationship between creation and deployment of a service
• CPC Class Codes: H04L 41/509 wherein the managed service relates to media content delivery, e.g. audio, video or TV

Abstract

A method for enabling a root cause analysis for an error originating in a content management system, is provided herein. The method comprises storing an identifier and a version number for each digital content item undergoing a change relating to the digital content item, and rendering a web page including the digital content item. The identifier and the version number are invisibly included in the web page. The method also comprises including the identifier and the version number in a request based on the rendered web page including the digital content item, storing fingerprint data relating to the request, creating an error record if during an execution of the request an execution error occurs, and making available the error record, the identifier and the version number of the related digital content item, as well as the related fingerprint data.

Claims

1. A computer-implemented method for enabling a root cause analysis for an error originating in a content management system, the content management system being adapted for a creation and a change of a plurality of digital content items, the method comprising:

storing in the content management system an identifier and a version number for a digital content item undergoing a change associated with the digital content item;

rendering a web page comprising the digital content item, wherein the identifier and the version number are invisibly included in the web page;

including the identifier and the version number in a request based on the rendered web page comprising the digital content item;

storing fingerprint data associated with the request;

creating an error record in the case that during an execution of the request an execution error occurs, wherein the error record comprises the identifier, the version number of the digital content item, and the related fingerprint data;

making the error record, the identifier, the version number of the related digital content item, and the related fingerprint data, available to a browser;

determining a common subset of attribute values of the error record and earlier stored error records; and

relating the error record to earlier stored error records in the case that a predefined number of attribute values are identical between the error record and the earlier stored error records.

2. The method according to claim 1, wherein the fingerprint data comprises at least one selected from the group consisting of:

the content identifier, the content version number, a web page identifier, a web page version number, the type of request, a selected dialog language, a locale, a user identifier, a role associated with the user identifier, and a permission associated with the user identifier.

3. The method according to claim 1, further comprising passing on the fingerprint data of the request to services receiving sub-requests of the request.

4. The method according to claim 1, further comprising sending an alert to a developer account relating to the digital content item having caused the creating of the error record.

5. The method according to claim 1, wherein making the error record available comprises making the identifier, the version number of the digital content item, and the fingerprint data of the earlier stored error records available.

6. The method according to claim 1, further comprising:

deactivating the digital content item, having caused the creation of the error records; and

activating another digital content item having the same identifier and an earlier version number.

7. The method according to claim 1, further comprising:

generating hypothetical fingerprint data for another digital content item undergoing a current change;

comparing the hypothetical fingerprint data with a database of fingerprint data associated with error records; and

generating a warning message for the current change if a predefined number of attribute values of the hypothetical fingerprint data and one of the fingerprint data of the database match.

8. The method according to claim 7, further comprising:

comparing the hypothetical fingerprint data of the current change with fingerprint data of error records by calculating a distance vector or performing a cognitive classification for attribute values of each hypothetical fingerprint data set and fingerprint data from the error records resulting in a comparison result; and

making the comparison result available for review.

9. The method according to claim 8, further comprising deriving rules based on the distance vector or the cognitive classification of comparing earlier error records.

10. A system for enabling a root cause analysis for an error originating in a content management system, the content management system being adapted for a creation and a change of a plurality of digital content items, the system comprising:

a memory medium comprising program instructions;

a bus coupled to the memory medium; and

a processor, for executing the program instructions, that when executing the program instructions causes the system to;

store an identifier and a version number for a digital content item undergoing a change associated with the digital content item;

render a web page comprising the digital content item, wherein the identifier and the version number are invisibly included in the web page;

include the identifier and the version number in a request based on the rendered web page comprising the digital content item;

store fingerprint data associated with the request;

create an error record in the case that during an execution of the request an execution error occurs, wherein the error record comprises the identifier, the version number of the digital content item, and the related fingerprint data;

make available the error record, the identifier, the version number of the related digital content item, and the related fingerprint data, to a browser;

determine a common subset of attribute values of the error record and earlier stored error records; and

relate the error record to earlier stored error records in the case that a predefined number of attribute values are identical between the error record and the earlier stored error records.

11. The system according to claim 10, wherein the fingerprint data comprises at least one selected from the group consisting of:

the content identifier, the content version number, a web page identifier, a web page version number, the type of request, a selected dialog language, a locale, a user identifier, a role associated with the user identifier, and a permission associated with the user identifier.

12. The system according to claim 10, the instructions further causing the system to pass on the fingerprint data of the request to services receiving sub-requests of the request.

13. The system according to claim 10, the instructions further causing the system to send an alert to a developer account, relating to the digital content item, having caused the creating of the error record.

14. The system according to claim 10, the instructions further causing the system to make available the identifier, the version number of the digital content item, and the fingerprint data available of the earlier stored error records.

15. The system according to claim 10, the instructions further causing the system to;

deactivate the digital content item having caused the creation of the error records; and

activate another digital content item having the same identifier and an earlier version number.

16. The system according to claim 10, the instructions further causing the system to:

generate hypothetical fingerprint data for another digital content item undergoing a current change;

compare the hypothetical fingerprint data with a database of fingerprint data associated with error records; and

generate a warning message for the current change if a predefined number of attribute values of the hypothetical fingerprint data and one of the fingerprint data of the database match.

17. The system according to claim 16, the instructions further causing the system to:

compare the hypothetical fingerprint data of the current change with fingerprint data of error records by calculating a distance vector or performing a cognitive classification for attribute values of each hypothetical fingerprint data set and fingerprint data from the error records, resulting in a comparison result;

make the comparison result available for review; and

derive rules based on the distance vector or the cognitive classification of comparing earlier errors.

18. A computer program product for enabling a root cause analysis for an error originating in a content management system, the content management system being adapted for a creation and a change of a plurality of digital content items, the computer program product, comprising a computer readable hardware storage device having program instructions embodied therewith, the program instructions being executable by one or more computing systems to cause the one or more computing systems to:

store an identifier and a version number for a digital content item undergoing a change associated with the digital content item;

render a web page comprising the digital content item, wherein the identifier and the version number are invisible included in the web page, wherein an analysis script is included in the web page;

include, by the analysis script, the identifier and the version number in a request based on the rendered web page comprising the digital content item;

store fingerprint data associated with the request;

create an error record in the case that during an execution of the request an execution error occurs, wherein the error record comprises the identifier, the version number of the digital content item, and the related fingerprint data;

make available the error record, the identifier, the version number of the related digital content item, and the related fingerprint data, to a browser;

determine a common subset of attribute values of the error record and earlier stored error records; and

relate the error record to earlier stored error records in the case that a predefined number of attribute values are identical between the error record and the earlier stored error records.

19. The computer program product according to claim 18, the program instructions further causing the one or more computing systems to send an alert to a developer account relating to the digital content item having caused the creating of the error record.

20. The computer program product according to claim 18, wherein making the error record available comprises making the identifier, the version number of the digital content item, and the fingerprint data of the earlier stored error records available.