公开(公告)号：US11855849B1

公开(公告)日：2023-12-26

申请号：US15716201

申请日：2017-09-26

Applicant: Amazon Technologies, Inc.

Inventor： Melissa Elaine Davis ,  Renaud Bordelet ,  Charles Alexander Carman ,  David Elfi ,  Anton Vladilenovich Goldberg ,  Kyle Bradley Peterson ,  Christopher Allen Suver

IPC: H04L41/12 ,  G06N20/00 ,  G06N5/046 ,  H04L67/12

CPC classification number: H04L41/12 ,  G06N5/046 ,  G06N20/00 ,  H04L67/12

Abstract: 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.