Federated Analytics & Federated Learning

Data processor mode is currently only available for users on managed ChromeOS devices in these countries.

Federated Analytics and Federated Learning enable user metrics, logs, counters and training data to be stored locally on the user's device and aggregated in a privacy-preserving manner. This article is intended for administrators and end users who want to learn about what data is collected by Federated Analytics & Federated Learning and how it’s processed by Google.

Configurations and related articles

This is an Essential Service under data processor mode and is on by default.

For more information, see Federated Analytics: Collaborative Data Science without Data Collection.

Data processed by this service

Data Type / Category
Description
Examples
Data Subject Rights supporting features
Service validation data This is device data used to validate that the service is working correctly, and operating as expected. Device time zone
Launcher Query Data This is aggregated data related to use of the ChromeOS Launcher, such as categories of text query results if clicked-on by the user. Text queries typed into the ChromeOS Launcher, category (e.g. File, App, Setting) of results clicked by the user

Go to List of services

Purpose of processing the data

  • To provide, maintain, and improve the Essential Services.
  • To develop, deliver and install updates to the Essential Services subscribed to by Customer (including new functionality related to the Essential Services subscribed to by Customer).
  • Improving and optimizing the performance and core functionality of accessibility, privacy, security and IT infrastructure efficiency of the Essential Services.
  • Internal reporting, financial reporting, revenue planning, capacity planning and forecast modeling (including product strategy).

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