Patent ID: 11943144
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 5:
6. A computing system, comprising:
one or more processors;
a memory storing program instructions that, when executed by the one or more processors, cause the one or more processors to at least:
determine, using a trained machine learning model, a real-time traffic prediction associated with a plurality of services, wherein:
the plurality of services implement an application using a microservices architecture;
the plurality of services includes a first service of the plurality of services that is dependent on an upstream second service of the plurality of services; and
the determination of the real-time traffic prediction is based at least in part on:
a historical traffic prediction associated with the plurality of services;
real-time traffic information associated with the plurality of services; and
real-time computing information associated with the plurality of services;

generate, based at least in part on the real-time traffic prediction, a first traffic rule associated with traffic between the first service and the upstream second service and specifying a first transactions per second (TPS) associated with the upstream second service; and
dynamically manage traffic between at least some of the plurality of services, wherein dynamically managing the traffic includes managing second traffic from the first service to the upstream second service based at least in part on the first traffic rule.