Microsoft Technology Licensing, LLC

Yangchun Luo

Shaunak Chatterjee

Weidong Zhang

Bee-Chung Chen

Grace W Tang

Joel Daniel Young

David J Stein

Boyi Chen

Wei Zhuang

Amit Chandak

Wenxuan Gao

Paul Taylor Ogilvie

Ke Wu

Priyanka Gariba

Varnit Agnihotri

Divya Gadde

Ruoyang Wang

Amit Yadav

The disclosed embodiments provide a system for processing data. During operation, the system obtains a feature configuration for a feature. Next, the system obtains, from the feature configuration, an anchor containing metadata for accessing the feature in an environment. The system then uses one or more attributes of the anchor to retrieve one or more feature values of the feature from the environment. Finally, the system provides the one or more feature values for use with one or more machine-learning models.

Framework for managing features across environments

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Sunnyvale, CA, United States of America

Yangchun Luo