SYSTEMS AND METHODS FOR COMMUNICATIONS NODE UPGRADE AND SELECTION

Patent №

US 11,706,645

Granted

2023-07-18

Filed 2021

Owner

LEVEL 3 COMMUNICATIONS, LLC

Lab

AI components

2

kr · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17562205

Implementations described and claimed herein provide systems and methods for intelligent node type selection in a telecommunications network. In one implementation, a customer set is obtained for a communications node in the telecommunications network. The customer set includes an existing customer set and a new customer set. A set of customer events is generated for a node type of the communications node using a simulator. The set of customer events is generated by simulating the customer set over time through a discrete event simulation. An impact of the customer events is modeled for the node type of the communications node. The node type is identified from a plurality of node types for a telecommunications build based on the impact of the customer events for the node type.

Knowledge representationEvolutionary computationH04L 41/145G06N 3/02G06N 20/00G06Q 10/04H04B 10/27H04L 12/2861H04L 41/0893H04L 41/16+7 more

AI classification

Knowledge representation0.63
Evolutionary computation0.62
Planning0.47
AI hardware0.45
Machine learning0.11
Vision0.05
Natural language0.00
Speech0.00

Ownership

LEVEL 3 COMMUNICATIONS, LLC

assignment · 584890255

Assignors

GRAY, WILLIAM, SAYRE, JAMES, LIMBURG, STEPHEN

On an employer assignment, the assignors are typically the inventors.

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