MULTIDIMENSIONAL MONITORING AND ALERTING OF BUSINESS METRICS
Techniques for multidimensional monitoring and alerting of business metrics of an online system are described. According to various embodiments, a user specification of a business metric associated with operations of an online social networking system, and multiple dimensional values that are included in the business metric, are received. A revenue-impacting event corresponding to a change in a specific one of the dimensional values is then detected. Thereafter, it is determined that the revenue-impacting event is caused by a release of a particular online service associated with the online social networking system. A notification specifying the revenue-impacting event, and indicating that the revenue-impacting event was caused by the release of the particular online service, is then displayed.
1 . A method comprising:
receiving, via one or more user interfaces, a user specification of a business metric associated with operations of an online social networking system;
receiving, via the one or more user interfaces, a user specification of multiple dimensional values that are included in the business metric;
detecting a revenue-impacting event corresponding to a change in a specific one of the dimensional values;
determining, using one or more hardware processors, that the revenue-impacting event is caused by a release of a particular online service associated with the online social networking system; and
displaying a notification specifying the revenue-impacting event and indicating that the revenue-impacting event was caused by the release of the particular online service.
2 . The method of claim 1 , wherein the business metric corresponds to a click through rate (CTR) associated with online content posted on the online social networking system.
3 . The method of claim 1 , wherein the business metric corresponds to a ratio of impressions rendered to impressions served associated with online content posted on the online social networking system.
4 . The method of claim 1 , wherein the particular online service corresponds to a software update to an online product associated with the online social networking system.
5 . The method of claim 1 , wherein the detecting the revenue-impacting event further comprises detecting that the specific dimensional value has changed by a predetermined threshold percentage.
6 . The method of claim 1 , wherein the detecting the revenue-impacting event further comprises detecting that the specific dimensional value has changed by a predetermined threshold value.
7 . The method of claim 1 , wherein the determining that the revenue-impacting event is caused by the release of the particular online service further comprises:
accessing a list of released online services;
identifying the particular online service from the list of released online services as being related to the specific dimensional value; and
determining that the particular online service was released within a predetermined time interval before the change in the specific dimensional value.
8 . The method of claim 1 , wherein the determining that the revenue-impacting event is caused by the release of the particular online service further comprises:
identifying a subset of the multiple dimensional values that are related to the particular online service; and
determining, for each of the dimensional values in the subset, that there was a corresponding change in the corresponding dimensional value.
9 . The method of claim 1 , wherein the determining that the revenue-impacting event is caused by the release of the particular online service further comprises:
identifying a subset of the multiple dimensional values that are not related to the particular online service; and
determining, for each of the dimensional values in the subset, that there was not a corresponding change in the corresponding dimensional value.
10 . The method of claim 1 , further comprising:
displaying a notification that includes a recommendation that the release of the particular online service be reversed.
11 . The method of claim 1 , further comprising:
automatically reversing the release of the particular online service.
12 . The method of claim 1 , wherein the multiple dimensional values are associated with multiple geographic locations where the online social networking system operates, and
wherein the specific dimensional value is associated with a specific geographic location
13 . The method of claim 1 , wherein the multiple dimensional values are associated with multiple advertising campaigns of the online social networking system, and
wherein the specific dimensional value is associated with a specific advertising campaign of the multiple advertising campaigns.
14 . The method of claim 1 , wherein the multiple dimensional values are associated with multiple online products of the online social networking system, and
wherein the specific dimensional value is associated with a specific online product of the multiple online products.
15 . The method of claim 14 , wherein the multiple online products include a content feed, a member profile product, a jobs product, a groups product, a schools product, a companies product, and an Influencer product.
16 . The method of claim 1 , wherein the multiple dimensional values are associated with multiple communication channels of the online social networking system, and
wherein the specific dimensional value is associated with a specific communication channel of the multiple communication channels.
17 . The method of claim 1 , wherein the multiple dimensional values are associated with multiple device types, and
wherein the specific dimensional value is associated with a specific device type of the multiple device types.
18 . The method of claim 1 , wherein the multiple dimensional values are associated with multiple device operating systems, and
wherein the specific dimensional value is associated with a specific device operating system of the multiple device operating systems.
19 . A system comprising:
a metric management module, comprising one or more hardware processors, configured to:
receive, via one or more user interfaces, a user specification of a business metric associated with operations of an online social networking system; and
receive, via the one or more user interfaces, a user specification of multiple dimensional values that are included in the business metric;
a determination module, comprising the one or more hardware processors, configured to:
detect a revenue-impacting event corresponding to a change in a specific one of the dimensional values; and
determine that the revenue-impacting event is caused by a release of a particular online service associated with the online social networking system; and
an alert module, comprising the one or more hardware processors, configured to display a notification specifying the revenue-impacting event and indicating that the revenue-impacting event was caused by the release of the particular online service.
20 . A non-transitory machine-readable storage medium comprising instructions that, when executed by one or more processors of a machine, cause the machine to perform operations comprising:
receiving, via one or more user interfaces, a user specification of a business metric associated with operations of an online social networking system;
receiving, via the one or more user interfaces, a user specification of multiple dimensional values that are included in the business metric;
detecting a revenue-impacting event corresponding to a change in a specific one of the dimensional values;
determining that the revenue-impacting event is caused by a release of a particular online service associated with the online social networking system; and
displaying a notification specifying the revenue-impacting event and indicating that the revenue-impacting event was caused by the release of the particular online service.