Patent ID: 11863398
Assignee: GOOGLE LLC
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 13:
14. A computer-implemented method, comprising:
receiving, by one or more processors, metric data at least partially characterizing a first network node of a plurality of network nodes executing a deployed machine learning model on a stream of input data received by the first network node from a data source, the plurality of network nodes being part of a distributed network;
generating, by the one or more processors, a policy for regulating the stream of input data transmitted by the first network node to the one or more processors according to one or more objectives to reduce operational cost of transmitting the stream of input data over the distributed network while increasing output quality of the deployed machine learning model; and
sending, by the one or more processors, the policy to the first network node.