The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 26, 2021

Filed:

Mar. 04, 2020
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Lele Zhang, Shanghai, CN;

Akram Ismail Sheriff, San Jose, CA (US);

Chuanwei Li, Shanghai, CN;

Wenjia Wu, Shanghai, CN;

Assignee:

Cisco Technology, Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04M 11/04 (2006.01); H04W 24/04 (2009.01); H04W 4/12 (2009.01); H04W 40/22 (2009.01); G06F 1/30 (2006.01); G06N 20/00 (2019.01); H04W 8/00 (2009.01); H04W 40/24 (2009.01); H04W 84/18 (2009.01); G06Q 50/06 (2012.01);
U.S. Cl.
CPC ...
H04W 24/04 (2013.01); G06F 1/30 (2013.01); G06N 20/00 (2019.01); G06Q 50/06 (2013.01); H04W 4/12 (2013.01); H04W 8/005 (2013.01); H04W 40/22 (2013.01); H04W 40/246 (2013.01); H04W 84/18 (2013.01);
Abstract

Techniques and mechanisms for detecting and deducing of urgent messages in low-power and lossy networks (LLNs) using a correlation analysis of the nodes within a network and machine learning (ML) models. Utilizing these techniques, a field network director (FND) of the network can determine neighboring devices within the network. ML models may be utilized to determine that based upon receipt of a power outage notification (PON) message and/or a power restoration notification (PRN) message from nodes, neighboring nodes of the nodes may also have suffered a power outage and/or a subsequent power restoration, even if the FND did not receive a corresponding PON message and/or a corresponding PRN message from the neighboring nodes of the network. Thus, loss of power and subsequent power restoration may be handled for large numbers of neighboring nodes within the network, even when only a few PON messages and/or subsequent PRN messages are received.


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