Amazon Technologies, Inc.

David Elfi

Kyle Bradley Peterson

Christopher Allen Suver

Melissa Elaine Davis

Anton Vladilenovich Goldberg

Charles Alexander Carman

Renaud Bordelet

At a rule processing unit of an evolving, self-organized machine learning-based resource management service, a rule of a first rule set is applied to a value of a first collected metric, resulting in the initiation of a first corrective action. A set of metadata indicating the metric value and the corrective action is transmitted to a repository, and is used as part of an input data set for a machine learning model trained to generate rule modification recommendations. In response to determining that the corrective actions did not meet a success criterion, an escalation message is transmitted to another rule processing unit.

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Bothell, WA, United States of America

David Elfi