Proactive Information Technology Infrastructure Management

Patent №

US 8,903,757

Granted

2014-12-02

Filed 2009

Owner

VITAGE TECHNOLOGIES PVT. LTD.

+1 more

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12360856

Disclosed herein is a computer implemented method and system for analyzing load responsive behavior of infrastructure components in an electronic environment for proactive management of the infrastructure components. Transaction data on multiple application transactions is collected. Load patterns are identified from the collected transaction data for generating load profiles. Data on infrastructure behavior in response to the application transactions is collected. Infrastructure behavior patterns are identified from the infrastructure behavior data for generating behavior profiles. The generated load profiles and the generated behavior profiles are correlated to create a load responsive behavior model. The created load responsive behavior model predicts behavior of the infrastructure components for different load patterns. A live data stream from current application transactions is analyzed using the load responsive behavior model to determine current load responsive behavior. Deviations of the current load responsive behavior from the predicted behavior are detected using the load responsive behavior model.

Machine learningKnowledge representationPlanningAI hardwareG06F 11/3433G06F 11/3447G06F 17/00H04L 41/142H04L 41/147G06F 11/3409G06F 2201/80G06F 2201/87+1 more

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.84
AI hardware0.70
Natural language0.01
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

VITAGE TECHNOLOGIES PVT. LTD.

assignment · 221650559

APPNOMIC SYSTEMS PRIVATE LIMITED

namechg · 230590276

Assignors

DESIKACHARI, PADMANABHAN

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

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