公开(公告)号：US20230362091A1

公开(公告)日：2023-11-09

申请号：US17736440

申请日：2022-05-04

Applicant: Cisco Technology, Inc.

Inventor： Frank MICHAUD ,  Peshan Sampath KALU MARAKKALA

IPC: H04L45/44 ,  G06F16/2455 ,  H04L45/42

CPC classification number: H04L45/44 ,  G06F16/24553 ,  H04L45/42

Abstract: In one embodiment, a device of a data mesh divides a data query into a first subquery and a second subquery for different data sources in the data mesh, based on query routing data associated with the device. The device performs the first subquery in the data mesh, to obtain a first subquery response. The device also performs the second subquery in the data mesh, to obtain a second subquery response. The device provides a query response that aggregates the first subquery response and the second subquery response.

公开(公告)号：US20230229734A1

公开(公告)日：2023-07-20

申请号：US17580061

申请日：2022-01-20

Applicant: Cisco Technology, Inc.

Inventor： Chiara Troiani ,  Aviva VAKNIN ,  Frank MICHAUD

IPC: G06K9/62 ,  G06N20/00

CPC classification number: G06K9/6256 ,  G06N20/00 ,  G06K9/627 ,  G06K9/6253

Abstract: In one embodiment, a device receives a request for a machine learning model to make an inference about input data included in the request. The device retrieves metadata regarding training data used to train the machine learning model from a ledger associated with the machine learning model. The device assesses bias of the machine learning model by comparing the input data in the request to the metadata from the ledger. The device provides an indication of the bias of the machine learning model for display.