Facilitating root cause analysis for abnormal behavior of systems in a networked environment
View Patent ↗To facilitate gathering of information required for root cause analysis associated with the abnormal behavior of an attribute (“problem attribute”), a user can specify causation attributes associated with the problem attribute. When the abnormal behavior is detected for the problem attribute, the causation attributes are automatically polled and stored in a database. The user can later examine the values of the causation attributes to determine if there is a causal relationship to the abnormal behavior of the problem attribute.
1. A method of facilitating root cause analysis in a networked environment with respect to a problem attribute, said method comprising:
specifying, by a user, an alarm rule to specify an association information including information that a set of causation attributes are associated with said problem attribute,
wherein said alarm rule includes a definition of an abnormality defining a deviation threshold,
wherein when said problem attribute exceeds said deviation threshold, said problem attribute is considered to have an abnormality;
storing said alarm rule in a non-volatile memory;
monitoring, by a monitoring system, a resource element to retrieve values for said problem attribute in said resource element,
wherein the monitoring system monitors the resource element by repeatedly polling, at a first polling interval, the set of causation attributes indicated by the alarm rule, the monitoring system also monitoring the resource element for the values of said problem attribute;
storing the values for said problem attribute and said causation attributes in said non-volatile memory;
determining, by the monitoring system, that said abnormality has occurred with respect to said problem attribute in said resource element by examining said stored values,
wherein the determination that said abnormality has occurred is performed based on said problem attribute exceeding the deviation threshold indicated by said alarm rule;
polling the resource element for values of each of said set of causation attributes at a second polling interval upon determining that said abnormality has occurred based on said user having specified said alarm rule association information,
wherein the second polling interval is less than the first polling interval;
storing said polled values in said non-volatile memory;
displaying said problem attribute to a user;
receiving an indication that the user wishes to perform root cause analysis with respect to said displayed problem attribute; and
retrieving and displaying said values of said set of causation attributes stored in said non-volatile memory in response to said user having specified said set of causation attributes in said alarm rule and receiving said indication,
wherein said polled values from before the determination that said abnormality has occurred and said polled values from after the determination that said abnormality has occurred are accessible by said user to enable the user to detect any changes in a pattern of polled values of said set of causation attributes.
2. The method of claim 1 , further comprising enabling said user to specify a single polling interval associated with said set of causation attributes and said problem attribute, wherein said problem attribute of interest and said set of causation attributes are polled with said single polling interval when said abnormality has not occurred.
3. The method of claim 1 , wherein the monitoring system contains a set of attributes for a resource element, said set of attributes being provided by a vendor of said monitoring system, said method further comprising:
enabling said user to add a new attribute as one of said set of causation attributes,
wherein said new attribute is not contained in said set of attributes.
4. The method of claim 1 , wherein said definition of said abnormality comprises exceeding one of a plurality of severity levels, wherein each severity level is characterized by falling outside of a threshold by a specified fraction for a specified duration.
5. A computer readable storage medium storing instructions for causing a monitoring system to facilitate root cause analysis for an abnormality with respect to a problem attribute of interest, which when executed by a processor causes the processor to perform actions comprising:
specifying, by a user, an alarm rule to specify an association information including information that a set of causation attributes are associated with said problem attribute,
wherein said alarm rule includes a definition of an abnormality defining a deviation threshold,
wherein when said problem attribute exceeds said deviation threshold, said problem attribute is considered to have an abnormality;
storing said alarm rule in a non-volatile memory;
monitoring, by a monitoring system, a resource element to retrieve values for said problem attribute in said resource element,
wherein the monitoring system monitors the resource element by repeatedly polling, at a first polling interval, the set of causation attributes indicated by the alarm rule, the monitoring system also monitoring the resource element for the values of said problem attribute;
storing the values for said problem attribute and said causation attributes in said non-volatile memory;
determining, by the monitoring system, that said abnormality has occurred with respect to said problem attribute in said resource element by examining said stored values,
wherein the determination that said abnormality has occurred is performed based on said problem attribute exceeding the deviation threshold indicated by said alarm rule;
polling the resource element for values of each of said set of causation attributes at a second polling interval upon determining that said abnormality has occurred based on said user having specified said alarm rule association information,
wherein the second polling interval is less than the first polling interval such that more detailed information is available upon occurrence of said abnormality;
storing said polled values in said non-volatile memory;
displaying said problem attribute to a user;
receiving an indication that the user wishes to perform root cause analysis with respect to said displayed problem attribute; and
retrieving and displaying said values of said set of causation attributes stored in said non-volatile memory in response to said user having specified said set of causation attributes in said alarm rule and receiving said indication,
wherein said polled values from before the determination that said abnormality has occurred and said polled values from after the determination that said abnormality has occurred are accessible by said user to enable the user to detect any changes in a pattern of polled values of said set of causation attributes.
6. The computer readable medium of claim 5 , further comprising enabling said user to specify a single polling interval associated with said set of causation attributes and said problem attribute.
7. The computer readable medium of claim 5 , wherein the monitoring system contains a set of attributes for a resource element, said set of attributes being provided by a vendor of said monitoring system, further comprising:
enabling said user to add a new attribute as one of said set of causation attributes,
wherein said new attribute is not contained in said set of attributes.
8. The computer readable medium of claim 5 ,
wherein said definition of said abnormality comprises exceeding one of a plurality of severity levels, wherein each severity level is characterized by falling outside of a threshold by a specified fraction for a specified duration.
9. A system comprising: a memory; a processor to retrieve one or more instructions from said memory and to execute said one or more instructions to cause said system to facilitate root cause analysis in a networked environment with respect to a problem attribute by performing a set of actions, said set of actions comprising:
specifying, by a user, an alarm rule to specify an association information including information that a set of causation attributes are associated with said problem attribute,
wherein said alarm rule includes a definition of an abnormality defining a deviation threshold,
wherein when said problem attribute exceeds said deviation threshold, said problem attribute is considered to have an abnormality;
storing said alarm rule in a non-volatile memory;
monitoring, by a monitoring system, a resource element to retrieve values for said problem attribute in said resource element,
wherein the monitoring system monitors the resource element by repeatedly polling, at a first polling interval, the set of causation attributes indicated by the alarm rule, the monitoring system also monitoring the resource element for the values of said problem attribute;
storing the values for said problem attribute and said causation attributes in said non-volatile memory;
determining, by the monitoring system, that said abnormality has occurred with respect to said problem attribute in said resource element by examining said stored values,
wherein the determination that said abnormality has occurred is performed based on said problem attribute exceeding the deviation threshold indicated by said alarm rule;
polling the resource element for values of each of said set of causation attributes at a second polling interval upon determining that said abnormality has occurred based on said user having specified said alarm rule association information,
wherein the second polling interval is less than the first polling interval such that more detailed information is available upon occurrence of said abnormality;
storing said polled values in said non-volatile memory;
displaying said problem attribute to a user;
receiving an indication that the user wishes to perform root cause analysis with respect to said displayed problem attribute; and
retrieving and displaying said values of said set of causation attributes stored in said non-volatile memory in response to said user having specified said set of causation attributes in said alarm rule and receiving said indication,
wherein said polled values from before the determination that said abnormality has occurred and said polled values from after the determination that said abnormality has occurred are accessible by said user to enable the user to detect any changes in a pattern of polled values of said set of causation attributes.
10. The system of claim 9 , further comprising enabling said user to specify a single polling interval associated with said set of causation attributes and said problem attribute.
11. The system of claim 9 , wherein the monitoring system contains a set of attributes for a resource element, said set of attributes being provided by a vendor of said monitoring system, further comprising:
enabling said user to add a new attribute as one of said set of causation attributes,
wherein said new attribute is not contained in said set of attributes.
12. The system of claim 9 , wherein said definition of said abnormality comprises exceeding one of a plurality of severity levels, wherein each severity level is characterized by falling outside of a threshold by a specified fraction for a specified duration.