Predictive apps built on Office 365 Health API for anomaly detection
1. Predictive apps built on
Office 365 Health API
Frank S. Zhang
Program
Manager
Murali Krishnan
Principal Group
Engineering
Manager
Olga Ivanova
Principal
Program
Manager
2.
3.
4.
5. Anomaly
(Predicted)
Not
Anomaly
(Predicted)
Anomaly
(Actual)
True
Positive
False
Negative
Not
Anomaly
(Actual)
False
Positive
X
True
Negative
X
6. Incident Type Problem
Infrastructure Single Server
Infrastructure Bad rack
Code Config change
Code Regression
Information Rate
Problem
Confidence
(Single Server)
71%
Usage * 83%
Success Rate * 65%
Reboot Server = 33%
Editor's Notes
How long can your company run without power?
How about without email?
In our
Can we show app screen shots?
They have a lot of help from predictive apps powered by our Office 365 Health API.
The Office 365 API exposes 3 key functionality that enables our predictive apps.
Our app determines when the user needs to engage with the system (using anomaly detection across multiple signals to predict incidents)
Our app determines who needs to be engaged (classifying problems to users based on their roles)
Our app determines what information and content to show the users (using predictive analysis to
We are exploring the possibility of opening the O365 API and opening certain parts of our API to tenant admins and partners.
What kind of scenarios would you be interested in?