System and method for analyzing computing performance
View Patent ↗In one embodiment, a method includes selecting an overall set of end-user transactions. The method further includes selecting an outcome. In addition, the method includes identifying an outcome-filtered subset of the overall set, the outcome-filtered subset comprising end-user transactions of the overall set associated with the selected outcome. The method also includes, for each transaction property of a plurality of transaction properties, measuring a difference between the transaction property's prevalence in the outcome-filtered subset and the transaction property's prevalence in the overall set. The measuring yields a property-prevalence differential for each transaction property. Moreover, the method includes, based, at least in part, on the property-prevalence differentials, determining one or more of the plurality of transaction properties to be correlation factors for the selected outcome.
1. A method comprising, by a computer system comprising physical computer hardware:
selecting an overall set of end-user transactions;
wherein each end-user transaction of the overall set is associated with at least one outcome of a plurality of outcomes;
selecting an outcome from the plurality of outcomes;
identifying an outcome-filtered subset of the overall set, the outcome-filtered subset comprising end-user transactions of the overall set associated with the selected outcome;
for each transaction property of a plurality of transaction properties, measuring a difference between the transaction property's prevalence in the outcome-filtered subset and the transaction property's prevalence in the overall set, the measuring yielding a property-prevalence differential for each transaction property;
based, at least in part, on the property-prevalence differentials, determining one or more of the plurality of transaction properties to be correlation factors for the selected outcome;
generating a report comprising information related to the correlation factors; and
publishing the report.
2. The method of claim 1 , wherein the selecting of the overall set is performed responsive to input received from a user.
3. The method of claim 1 , wherein the selecting of the outcome is performed responsive to input received from a user.
4. The method of claim 1 , further comprising:
prior to the measuring, aggregating transaction properties of at least one of the overall set and the outcome-filtered subset; and
wherein the plurality of transaction properties comprise the aggregated transaction properties.
5. The method of claim 1 , wherein the plurality of transaction properties comprise one or more transaction properties extracted from backend-performance data and one or more transaction properties extracted from end-user experience data.
6. The method of claim 1 , wherein the plurality of transaction properties are selected from the group consisting of: an executed method, an executed database statement, a screen resolution, a node of an end-to-end transaction path, and a geographic location.
7. An information handling system comprising:
a computer processor, wherein the computer processor is operable to implement a method, the method comprising:
selecting an overall set of end-user transactions;
wherein each end-user transaction of the overall set is associated with at least one outcome of a plurality of outcomes;
selecting an outcome from the plurality of outcomes;
identifying an outcome-filtered subset of the overall set, the outcome-filtered subset comprising end-user transactions of the overall set associated with the selected outcome;
for each transaction property of a plurality of transaction properties, measuring a difference between the transaction property's prevalence in the outcome-filtered subset and the transaction property's prevalence in the overall set, the measuring yielding a property-prevalence differential for each transaction property;
based, at least in part, on the property-prevalence differentials, determining one or more of the plurality of transaction properties to be correlation factors for the selected outcome;
generating a report comprising information related to the correlation factors; and
publishing the report.
8. The information handling system of claim 7 , wherein the selecting of the overall set is performed responsive to input received from a user.
9. The information handling system of claim 7 , wherein the selecting of the outcome is performed responsive to input received from a user.
10. The information handling system of claim 7 , the method further comprising:
prior to the measuring, aggregating transaction properties of at least one of the overall set and the outcome-filtered subset; and
wherein the plurality of transaction properties comprise the aggregated transaction properties.
11. The information handling system of claim 7 , wherein the plurality of transaction properties comprise one or more transaction properties extracted from backend-performance data and one or more transaction properties extracted from end-user experience data.
12. The information handling system of claim 7 , wherein the plurality of transaction properties are selected from the group consisting of: an executed method, an executed database statement, a screen resolution, a node of an end-to-end transaction path, and a geographic location.
13. A computer-program product comprising a non-transitory computer-usable medium having computer-readable program code embodied therein, the computer-readable program code adapted to be executed to implement a method comprising:
selecting an overall set of end-user transactions;
wherein each end-user transaction of the overall set is associated with at least one outcome of a plurality of outcomes;
selecting an outcome from the plurality of outcomes;
identifying an outcome-filtered subset of the overall set, the outcome-filtered subset comprising end-user transactions of the overall set associated with the selected outcome;
for each transaction property of a plurality of transaction properties, measuring a difference between the transaction property's prevalence in the outcome-filtered subset and the transaction property's prevalence in the overall set, the measuring yielding a property-prevalence differential for each transaction property;
based, at least in part, on the property-prevalence differentials, determining one or more of the plurality of transaction properties to be correlation factors for the selected outcome;
generating a report comprising information related to the correlation factors; and
publishing the report.
14. The computer-program product of claim 13 , wherein the selecting of the overall set is performed responsive to input received from a user.
15. The computer-program product of claim 13 , the method further comprising:
prior to the measuring, aggregating transaction properties of at least one of the overall set and the outcome-filtered subset; and
wherein the plurality of transaction properties comprise the aggregated transaction properties.
16. The computer-program product of claim 13 , wherein the plurality of transaction properties comprise one or more transaction properties extracted from backend-performance data and one or more transaction properties extracted from end-user experience data.
17. The computer-program product of claim 13 , wherein the plurality of transaction properties are selected from the group consisting of: an executed method, an executed database statement, a screen resolution, a node of an end-to-end transaction path, and a geographic location.