Microsoft Technology Licensing, LLC

Darren Doyle

Terry Farrell

David Mowatt

Thomas Doyle

A data processing system implements receiving an access request from the client device of a content requestor to access a content item for which access to the content item is managed by a content access management platform and obtaining access control information. The access control information comprising information associated with a content owner associated with the content item, information associated with the content requestor, and information associated with the content item. The system further implements analyzing the access control information using a first machine learning model trained to analyze the access control information and to output an access determination score, the access determination score representing a level of certainty that the content requestor should be granted access to the content item, determining an automatic access decision to grant or deny the access request based on the access determination score, and notifying the content requestor whether the access request has granted or denied based on the automatic access decision.

Access decision management system for digital resources

Methods and systems for updating a file using heuristics. One system includes an electronic processor configured to identify a code file stored on a storage device and determine a signature of the code file. The electronic processor is also configured to compare the signature of the code file to each of a plurality of signatures to determine a degree of similarity between the signature of the code file and each of the plurality of signatures, wherein each of the plurality of signatures is associated with a code update, and, in response to the degree of similarity between the signature of the code file and one of the plurality of signatures satisfying a predetermined threshold, apply the code update associated with the one of the plurality of signatures to the code file.

Updating a code file

Methods and systems for deploying software applications based on previous deployments. One method includes collecting first telemetry data tracking usage of a first plurality of features of a first software application by a first plurality of devices and creating a first plurality of mappings based on the first telemetry data. The method further includes, as part of deploying the first software application within an organization, collecting second telemetry data tracking usage of a second plurality of features of a second software application by a second plurality of devices of the organization, creating a second plurality of mappings based on the second telemetry data, determining a set of features to be included in a testing plan relating to the first software application based on the first plurality of mappings and the second plurality of mappings, and implementing the testing plan as part of deploying the first software application within the organization.

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Carlow, Ireland

Darren Doyle