MULTI-VARIATE NETWORK SURVIVABILITY ANALYSIS

Patent №

US 8,700,958

Granted

2014-04-15

Filed 2012

Owner

OPNET TECHNOLOGIES, INC.

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13412623

Network survivability is quantified in such a way that failure cases can be compared and ranked against each other in terms of the severity of their impact on the various performance measures associated with the network. The degradation in network performance caused by each failure is quantified based on user-defined sets of thresholds of degradation severity for each performance measure. Each failure is simulated using a model of the network, and a degradation vector is determined for each simulated failure. A comparison function is defined to map the degradation vectors into an ordered set, and this ordered set is used to create an ordered list of network failures, in order of the network degradation caused by each failure.

Machine learningKnowledge representationPlanningH04L 41/0681H04L 41/5009H04L 43/0876H04L 43/16

AI classification

Planning1.00
Machine learning0.92
Knowledge representation0.91
Vision0.33
AI hardware0.12
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

OPNET TECHNOLOGIES, INC.

assignment · 301150930

Assignors

VANKOV, VANKO, JEYACHANDRAN, VINOD, SINGH, PRADEEP K., COHEN, ALAIN J., NARAYANASWAMY, SHOBANA

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

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