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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 KangDomain 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 TechnologyEditors
Negnevitsky, MPagination
EJISBN
978-1-86295-550-9Department/School
School of Information and Communication TechnologyPublisher
Unviersity of TasmaniaPlace of publication
Hobart, TasmaniaEvent title
AISAT: International Workshop on Artificial Intelligence in Science and TechnologyEvent Venue
Hobart TasmaniaDate of Event (Start Date)
2009-11-23Date of Event (End Date)
2009-11-24Rights statement
Copyright © 2009 University of TasmaniaRepository Status
- Restricted