Patent ID: 11968281
Assignee: AVAGO TECHNOLOGIES INTERNATIONAL SALES PTE. LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 10:
11. A system comprising:
a client device configured to transmit a client request to process data via one or more machine learning processes;
a first network device located in a first layer of a hierarchical computer network, the first network device having a first machine learning core; and
a second network device located in at least one of the first layer or a second layer of the hierarchical computer network, the second network device having a second machine learning core, the second network device is configured to determine a first set of attributes associated with the first network device and determine a second set of attributes associated with the second network device, the first set of attributes and the second set of attributes include one or more computer resource characteristics of a respective network device and one or more machine learning processing capabilities of a respective network device; wherein the second network device is further configured to:
based at least in part on the determining of the first set of attributes and the second set of attributes, selecting the first network device to process the client request, and
based on the selecting, routing the client request to the first network device;

wherein the first machine learning core enables end-to-end processing associated with an object, wherein the object represents any logical entity with a unique signature embedded in ML input data, and wherein the first machine learning core is configured to:
detect and classify an object present in the ML input data by detecting a signature associated with the object,
track the object continuously or periodically across a stream of the ML input data,
zoom in on the object by scaling associated attributes of the object or detecting additional detailed attributes, and
post-process the data by generating results from the detecting, tracking, and zooming and transmitting a notification that applies a particular data-privacy rule.