TRAFFIC ENGINEERING METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR MANAGING TRAFFIC OVER DYNAMIC NETWORKS DURING BOTH NORMAL AND UNEXPECTED TRAFFIC SCENARIOS

Patent №

US 7,864,751

Granted

2011-01-04

Filed 2008

Owner

AT&T INTELLECTUAL PROPERTY I, L.P.

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12228622

A network traffic engineering method, system and computer program cope with dynamic and unpredictable changes in traffic demands and in the availability and quality of interdomain routes by monitoring traffic over a network having nodes and links, calculating a routing utilizing a convex-hull-based optimal traffic engineering algorithm with penalty envelope (COPE), and adjusting network traffic flow in accordance with the calculated routing. Aggregating collected historical traffic matrices to produce a predicted traffic matrix, the method optimizes for the expected traffic scenario while providing a worst-case guarantee for unexpected traffic scenarios and thereby advantageously achieves efficient resource utilization during normal traffic and avoids network congestion in a wide variety of scenarios.

Machine learningPlanningH04L 41/0803H04L 41/083H04L 41/149H04L 41/5009H04L 45/00H04L 45/125H04L 45/70H04L 47/10+2 more

AI classification

Planning0.97
Machine learning0.96
Evolutionary computation0.16
Knowledge representation0.08
AI hardware0.05
Vision0.00
Natural language0.00
Speech0.00

Ownership

AT&T INTELLECTUAL PROPERTY I, L.P.

assignment · 453520263

Assignors

GREENBERG, ALBERT G.

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

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