公开(公告)号：US11818006B2

公开(公告)日：2023-11-14

申请号：US17583834

申请日：2022-01-25

Applicant: Cisco Technology, Inc.

Inventor： Maria Soledad Palmero ,  Esther Roure Vila ,  Ranjani Ram ,  Saumya Dubey ,  Snezana Mitrovic

IPC: H04L41/0833 ,  H04L41/0823

CPC classification number: H04L41/0833 ,  H04L41/0836

Abstract: Techniques are provided for improving the environmental sustainability of a networking device and/or a networking system. In one example, a sustainability server obtains power consumption data of a networking device on a per-plane basis. Based on the power consumption data, the sustainability server computes an individual sustainability score that indicates a level of environmental sustainability of the networking device. The sustainability server further analyzes the power consumption data on the per-plane basis. In response to analyzing the power consumption data on the per-plane basis, the sustainability server provides a recommendation to implement a change to a configuration or operating parameter of the networking device, or to a networking system that includes the networking device, to improve the individual sustainability score.

公开(公告)号：US20240320691A1

公开(公告)日：2024-09-26

申请号：US18187520

申请日：2023-03-21

Applicant: Cisco Technology, Inc.

Inventor： Shi-Jie Wen ,  Dao-I Tony Lin ,  Ranjani Ram ,  Li Sun ,  James Edwin Turman ,  Anthony Winston ,  Jie Xue

IPC: G06Q30/018 ,  H04Q9/00

CPC classification number: G06Q30/0185 ,  H04Q9/00

Abstract: Techniques are described for detecting counterfeit products by identifying differences between hardware components and orientations of the counterfeit products, and hardware components and orientations of authentic products. In some examples, the hardware components and orientations can be identified by generating hardware intrinsic development data based on telemetry data of products (or “devices”). By way of example, the telemetry data may be analyzed by machine learning (ML) models to generate representative models of the hardware intrinsic development data. In various examples, the representative models can include sample representative models of hardware intrinsic development data generated based on valid telemetry data of authentic devices. In those or other examples, the representative models can include other representative models (or “test representative models”) of hardware intrinsic development data generated based on unvalidated telemetry data of test devices. Comparisons between the representative models can be utilized to identify the counterfeit products.

公开(公告)号：US20230239211A1

公开(公告)日：2023-07-27

申请号：US17583834

申请日：2022-01-25

Applicant: Cisco Technology, Inc.

Inventor： Maria Soledad Palmero ,  Esther Roure Vila ,  Ranjani Ram ,  Saumya Dubey ,  Snezana Mitrovic

IPC: H04L41/0833 ,  H04L41/0823

CPC classification number: H04L41/0833 ,  H04L41/0836

Abstract: Techniques are provided for improving the environmental sustainability of a networking device and/or a networking system. In one example, a sustainability server obtains power consumption data of a networking device on a per-plane basis. Based on the power consumption data, the sustainability server computes an individual sustainability score that indicates a level of environmental sustainability of the networking device. The sustainability server further analyzes the power consumption data on the per-plane basis. In response to analyzing the power consumption data on the per-plane basis, the sustainability server provides a recommendation to implement a change to a configuration or operating parameter of the networking device, or to a networking system that includes the networking device, to improve the individual sustainability score.