Apparatus and method to determine a setting item causing an incident based on action records therefor

• US 10,318,371 B2
• Filed: 06/08/2017
• Issued: 06/11/2019
• Est. Priority Date: 06/13/2016
• Status: Active Grant

• Current Assignee: Fujitsu Limited
• Original Assignee: Fujitsu Limited
• Inventors: Otsuka, Hiroshi, Watanabe, Yukihiro, Yokoyama, Ken
• Primary Examiner(s): Patel, Kamini B
• Application Number:
  US15/617,221
• Publication Number:
  US 20170357543A1
• Time in Patent Office: 733 Days
• Field of Search: 714 37, 714 472, 714 473
• 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 11/0754 by exceeding limits
• 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

Abstract

For each setting-file, an apparatus obtains, from first action-records, an occurrence-count value that is associated with the each first action-record and indicates a number of occurrences of a setting-item name identifying each setting-item for the each setting-file, in association with a sequence number assigned to the each first action-record, where each first action-record records an action that is taken in response to a first-incident. When there exists a first setting-file for which an occurrence-pattern generated based on a sequence of occurrence-count values that are each associated with different one of the sequence numbers assigned to the first action-records is similar to a model pattern that is in advance obtained from second action-records for second-incidents occurring due to a setting error of a setting-value that is set to the first setting file, the apparatus stores the first setting-file in association with an identifier identifying the first-incident.

Claims

1. A non-transitory, computer-readable recording medium having stored therein a program for causing a computer to execute a process comprising:

for each of setting files, obtaining, from a plurality of first action records, an occurrence count value that is associated with the each first action record and indicates a number of occurrences of a setting-item name identifying each of setting items of the each setting file, in association with a sequence number assigned to the each first action record, each of the plurality of first action records recording an action that is taken in response to a first incident occurring in an apparatus; and

when there exists a first setting file for which an occurrence pattern generated based on a sequence of occurrence count values that are each associated with different one of the sequence numbers assigned to the plurality of first action records for the first incident is similar to a model pattern that is in advance obtained from a plurality of second action records for second incidents occurring due to a setting error of a setting value that is set to the first setting file, storing the first setting file in association with identification information of the first incident.

2. The non-transitory, computer-readable recording medium of claim 1, wherein

the occurrence pattern for each of the setting files is configured as a sequence of first values each associated with different one of the sequence numbers assigned to the plurality of first action records so that the sequence of first values are arranged in order of the associated sequence numbers, and so that each of the sequence of first values is a ratio of a first number to a number of all of setting-item names for the each setting file, the first number being a number of setting-item names whose occurrence count value associated with each sequence number is different from a mode value of the occurrence count values associated with the each sequence number, the mode value indicating at least one of the occurrence count values that occurs most frequently among all of the setting-item names for the each setting file in association with the each sequence number.

3. The non-transitory, computer-readable recording medium of claim 1, wherein

an occurrence pattern for each of the setting files is configured as a sequence of first values each associated with different one of the sequence numbers assigned to the plurality of action records so that the sequence of first values are arranged in order of the associated sequence numbers, and so that each of the sequence of first values is a value obtained by multiplying a ratio of a first number to a number of all of setting-item names for the each setting file by an average of the occurrence count values associated with the each sequence number, the first number being a number of setting-item names whose occurrence count value associated with each sequence number is different from a mode value of the occurrence count values associated with the each sequence number, the mode value indicating at least one of the occurrence count values that occurs most frequently among all of the setting-item names for the each setting file in association with the each sequence number.

4. The non-transitory, computer-readable recording medium of claim 1, the process further comprising:

determining, based on the occurrence count values of setting-item names for the first setting file, at least one setting item among the setting items to be a cause of occurrence of the first incident, and

storing a first setting-item name indicating the at least one setting item in association with the identification information of the first incident.

5. The non-transitory, computer-readable recording medium of claim 4, the process further comprising:

when a first occurrence number indicating a number of setting items whose occurrence count values associated with a predetermined sequence number are different from a mode value of the occurrence count values, associated with the each sequence number, for all of the setting-item names of the each setting file is less than a predetermined threshold, determining all of the setting items included in the each setting file to be the at least one setting item that causes the first incident; and

,

when the first occurrence number is equal to or greater than the predetermined threshold, determining the setting items whose occurrence count values are different from the mode value to be the at least one setting item that causes the first incident.

6. The non-transitory, computer-readable recording medium of claim 5, wherein

the predetermined sequence number is set at a sequence number at which a total of occurrence count values of the setting-item names of the setting items in the first setting file is largest among all of the sequence numbers, or set at a last sequence number associated with one of the plurality of action records in which at least one of the setting-item names appears.

7. The non-transitory, computer-readable recording medium of claim 1, the process further comprising:

when a setting-file name of a second setting file whose setting value has been changed matches any one of setting-file names of the first setting files associated with the identification information of the first incident, outputting information indicating that the second setting file includes a setting item causing the first incident occurring due to a setting error.

8. The non-transitory, computer-readable recording medium of claim 4, the process further comprising:

when a second setting file including a second setting item whose setting value has been changed match a setting file including a setting-item whose setting-item name is stored in association with the identification information of the first incident, outputting information indicating a setting file name of the second setting file and a setting-item name of the second setting item, in association with the identification information of the first incident.

9. The non-transitory, computer-readable recording medium of claim 8, the process further comprising:

outputting the information so that, as a number of pieces of identification information of incidents stored in association with a setting-file name and a setting-item name matching the setting-file name and the setting-item name for which the setting value has been changed is larger, the setting-file name and the setting-item name for which the setting value has been changed are output higher in ranking order.

10. The non-transitory, computer-readable recording medium of claim 9, the process further comprising:

outputting the information so that, as a time from a beginning to an end of an action taken in response to an incident that is indicated by identification information and that is associated with the setting-file name and the setting-item name for which the setting value has been changed is longer, the setting-file name and the setting-item name for which the setting value has been changed are output higher in ranking order.

11. The non-transitory, computer-readable recording medium of claim 9, wherein

each of the plurality of action records includes information indicating a type of an incident on which an action indicated by one of the plurality of action records has been performed;

and

the process further comprises;

when a pair of a setting file and a setting item for which a setting value has been changed is associated with plural pieces of identification information of incidents, outputting the information so that, as the pieces of identification information of the incidents associated with the pair of the setting-file and the setting item include a larger number of pieces of identification information of incidents of an identical type, a pair of a setting-file name of the setting file and a setting-item name of the setting item is output higher in ranking order.

12. A method comprising:

for each of setting files, obtaining, from a plurality of first action records, an occurrence count value that is associated with the each first action record and indicates a number of occurrences of a setting-item name identifying each of setting items of the each setting file, in association with a sequence number assigned to the each first action record, each of the plurality of first action records recording an action that is taken in response to a first incident occurring in an apparatus; and

when there exists a first setting file for which an occurrence pattern generated based on a sequence of occurrence count values that are each associated with different one of the sequence numbers assigned to the plurality of first action records for the first incident is similar to a model pattern that is in advance obtained from a plurality of second action records for second incidents occurring due to a setting error of a setting value that is set to the first setting file, storing the first setting file in association with identification information of the first incident.

13. The method of claim 12, further comprising:

determining, based on the occurrence count values of setting-item names for the first setting file, at least one setting item among the setting items to be a cause of occurrence of the first incident, and

storing a first setting-item name indicating the at least one setting item in association with the identification information of the first incident.

14. The method of claim 12, further comprising:

when a setting-file name of a second setting file whose setting value has been changed matches any one of setting-file names of the first setting files associated with the identification information of the first incident, outputting information indicating that the second setting file includes a setting item causing the first incident occurring due to a setting error.

15. An apparatus comprising:

a memory; and

a processor coupled to the memory and configured to;

for each of setting files, obtain, from a plurality of first action records, an occurrence count value that is associated with the each first action record and indicates a number of occurrences of a setting-item name identifying each of setting items of the each setting file, in association with a sequence number assigned to the each first action record, each of the plurality of first action records recording an action that is taken in response to a first incident occurring in another apparatus, and

when there exists a first setting file for which an occurrence pattern generated based on a sequence of occurrence count values that are each associated with different one of the sequence numbers assigned to the plurality of first action records for the first incident is similar to a model pattern that is in advance obtained from a plurality of second action records for second incidents occurring due to a setting error of a setting value that is set to the first setting file, store the first setting file in association with identification information of the first incident.

16. The apparatus of claim 15, wherein

the processor is further configured to:

determine, based on the occurrence count values of setting-item names for the first setting file, at least one setting item among the setting items to be a cause of occurrence of the first incident, and

store a first setting-item name indicating the at least one setting item in association with the identification information of the first incident.

17. The apparatus of claim 15, wherein

the processor is further configured to:

when a setting-file name of a second setting file whose setting value has been changed matches any one of setting-file names of the first setting files associated with the identification information of the first incident, output information indicating that the second setting file includes a setting item causing the first incident occurring due to a setting error.