IP Library Granted Patent US 11,645,142
Granted Patent B1
US 11,645,142 · App. 17/574,630 · Granted May 9, 2023

Use sequential set index for root cause location and problem verification

Inventors: Zhan Peng Huo (Beijing, CN); Jia Liu (Beijing, CN); Pei Ci Fang (Beijing, CN); Nan Mu (Beijing, CN); Lin Lin LL Su (Beijing, CN)
Assignee: International Business Machines Corporation
G06F11/079G06F11/0751
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Quick Facts
Patent No.
US 11,645,142
App. No.
17/574,630
Granted
May 9, 2023
Kind
B1
Abstract

Embodiments are for using sequential set index to determine the root cause location of software issues and problem verification of the software issues. Fail data for a software program is received. The fail data corresponds to a plurality of failed test cases for the software program. It is determined that at least one model in a plurality of models includes at least one case that matches the fail data of the software, each of the plurality of models having one or more cases, the at least one case being in the one or more cases. It is determined that a root cause of the at least one model corresponds to the plurality of failed test cases for the software program.

Claims (28)

1. A computer-implemented method comprising: receiving fail data for a software program, the fail data corresponding to a plurality of failed test cases for the software program; determining that at least one model in a plurality of models comprises at least one case that matches the fail data of the software program, each of the plurality of models having one or more cases, the at least one case being in the one or more cases; and determining that a root cause of the at least one model corresponds to the plurality of failed test cases for the software program.

2. The computer-implemented method of claim 1 , wherein the plurality of models are scored based on the one or more cases matching the fail data.

3. The computer-implemented method of claim 1 , wherein a score for the at least one model is determined based on the at least one case matching the fail data.

4. The computer-implemented method of claim 1 , wherein the at least one case is determined to match the fail data based at least in part on an error time and an error code.

5. The computer-implemented method of claim 1 , wherein the plurality of models are configured to store information in a data structure.

6. The computer-implemented method of claim 1 , wherein the plurality of models are configured to store information in a data structure, the data structure comprising a root cause number, a model property, a case relevant start time, and a case relevant error time.

7. The computer-implemented method of claim 1 , wherein the plurality of models are configured to store information in a data structure, the data structure comprising a case failure number, a case weight, and a failure weight.

8. A system comprising:

a memory having computer readable instructions; and

one or more processors for executing the computer readable instructions, the computer readable instructions controlling the one or more processors to perform operations comprising:

receiving fail data for a software program, the fail data corresponding to a plurality of failed test cases for the software program;

determining that at least one model in a plurality of models comprises at least one case that matches the fail data of the software program, each of the plurality of models having one or more cases, the at least one case being in the one or more cases; and

determining that a root cause of the at least one model corresponds to the plurality of failed test cases for the software program.

9. The system of claim 8 , wherein the plurality of models are scored based on the one or more cases matching the fail data.

10. The system of claim 8 , wherein a score for the at least one model is determined based on the at least one case matching the fail data.

11. The system of claim 8 , wherein the at least one case is determined to match the fail data based at least in part on an error time and an error code.

12. The system of claim 8 , wherein the plurality of models are configured to store information in a data structure.

13. The system of claim 8 , wherein the plurality of models are configured to store information in a data structure, the data structure comprising a root cause number, a model property, a case relevant start time, and a case relevant error time.

14. The system of claim 8 , wherein the plurality of models are configured to store information in a data structure, the data structure comprising a case failure number, a case weight, and a failure weight.

15. A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by one or more processors to cause the one or more processors to perform operations comprising:

receiving fail data for a software program, the fail data corresponding to a plurality of failed test cases for the software program;

determining that at least one model in a plurality of models comprises at least one case that matches the fail data of the software program, each of the plurality of models having one or more cases, the at least one case being in the one or more cases; and

determining that a root cause of the at least one model corresponds to the plurality of failed test cases for the software program.

16. The computer program product of claim 15 , wherein the plurality of models are scored based on the one or more cases matching the fail data.

17. The computer program product of claim 15 , wherein a score for the at least one model is determined based on the at least one case matching the fail data.

18. The computer program product of claim 15 , wherein the at least one case is determined to match the fail data based at least in part on an error time and an error code.

19. The computer program product of claim 15 , wherein the plurality of models are configured to store information in a data structure.

20. The computer program product of claim 15 , wherein the plurality of models are configured to store information in a data structure, the data structure comprising a root cause number, a model property, a case relevant start time, and a case relevant error time.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 13, 2022
From: HUO, ZHAN PENG; LIU, JIA; FANG, PEI CI; MU, NAN; SU, LIN LIN LL
To: INTERNATIONAL BUSINESS MACHINES CORPORATION
Reel/Frame 058642/0957 →