Building Intelligent Systems: A Guide to Machine Learning Engineering

©  Geoff Hulten 2018

Geoff HultenBuilding Intelligent Systemshttps://doi.org/10.1007/978-1-4842-3432-7_15

15. Intelligent Telemetry

Geoff Hulten¹ 

(1)

Lynnwood, Washington, USA

 

A telemetry system is responsible for collecting observations about how users are interacting with your Intelligent System and sending some or all of these observations back to you.

For example, a telemetry system might collect information every time any of the following happens:

• The user visits a particular part of the application.

• The user clicks a particular button.

• There is an unacceptably long loading time.

• A client connects to a server.

• The server sees a malformed query.

• The server is low on RAM.

Telemetry is used to verify that a system is working the way it is supposed to. ...