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

Claim 0:
1. A system comprising:
a distributed network of a plurality of network nodes; and
one or more processors in the distributed network, the one or more processors implementing a central management plane (CMP), the CMP configured to:
receive metric data at least partially characterizing a first network node of the 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;
generate 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
send the policy to the first network node.