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Domain modelling of server monitoring system using MCRDR

conference contribution
posted on 2023-05-23, 04:47 authored by Foo, WM, Fan, B, Byeong KangByeong Kang
Domain Modelling is a pre-process to classify the raw data into a modeled data for human or expert to make a further process. Unfortunately, domain modelling scheme might be changeable due to the environment change and expert experience. Server monitoring system is an example and used for the experiment. Server monitoring system is operated in varied environment and re-quire different domain modelling scheme for each environment. This thesis re-search is to explore the applicability of the MCRDR technique of knowledge acquisition toward the server monitoring system domain modelling based on the time series performance metric from agents to provided modelled data. MCRDR is an incrementally knowledge acquisition method to acquire only correct knowledge from the expert and administrator. Though this experimentation, it is improved the accuracy and reliability on the modelled data for human or expert to make a further process.

History

Publication title

AISAT 2009 The 3rd International Workshop on Artificial Intelligence in Science and Technology

Editors

Negnevitsky, M

Pagination

EJ

ISBN

978-1-86295-550-9

Department/School

School of Information and Communication Technology

Publisher

Unviersity of Tasmania

Place of publication

Hobart, Tasmania

Event title

AISAT: International Workshop on Artificial Intelligence in Science and Technology

Event Venue

Hobart Tasmania

Date of Event (Start Date)

2009-11-23

Date of Event (End Date)

2009-11-24

Rights statement

Copyright © 2009 University of Tasmania

Repository Status

  • Restricted

Socio-economic Objectives

Information systems, technologies and services not elsewhere classified

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