PREDICTIVE NETWORKING ARCHITECTURE FOR NEXT-GENERATION MULTISERVICE, MULTICARRIER WANS

Patent №

US 9,749,188

Granted

2017-08-29

Filed 2014

Owner

CISCO TECHNOLOGY, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14276431

In one embodiment, network traffic data is received regarding traffic flowing through one or more routers in a network. A future traffic profile through the one or more routers is predicted by modeling the network traffic data. Network condition data for the network is received and future network performance is predicted by modeling the network condition data. A behavior of the network is adjusted based on the predicted future traffic profile and on the predicted network performance.

Machine learningPlanningAI hardwareH04L 41/16H04L 41/147H04L 41/149H04L 41/5003H04L 41/5025H04L 43/062H04L 43/0876H04L 47/22

AI classification

AI hardware1.00
Machine learning0.99
Planning0.99
Evolutionary computation0.14
Knowledge representation0.06
Natural language0.00
Vision0.00
Speech0.00

Ownership

CISCO TECHNOLOGY, INC.

assignment · 328800361

Assignors

VASSEUR, JEAN-PHILIPPE, DASGUPTA, SUKRIT, MERMOUD, GRÉGORY

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

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