DocumentCode
1873553
Title
FlowStats: An ontology based network management tool
Author
Kyriakopoulos, Konstantinos G. ; Parish, David J. ; Whitley, John N.
Author_Institution
Dept. of Electron. & Electr. Eng., Loughborough Univ., Loughborough, UK
fYear
2015
fDate
21-23 April 2015
Firstpage
13
Lastpage
18
Abstract
One of the problems that hinders large scale network management tasks is the number of possible heterogeneous data sources that provide network information and how to focus on a desired network segment without requiring a deep knowledge of the network structure. This work investigates how to intelligently and efficiently refine and manage a vast amount of network monitoring data sources, by using artificial intelligent reasoning through an intuitive user interface. We aim to minimise the user interaction and required user knowledge when searching for the desired network monitoring information by refining the presented information based on user choices. The concept of Ontology is utilised to create a knowledge base of multiple different aspects of our testbed: Internal Management structure, Physical Location of data sources, and network switch meta-data.
Keywords
computer network management; human computer interaction; inference mechanisms; knowledge based systems; ontologies (artificial intelligence); FlowStats; artificial intelligent reasoning; data sources physical location; heterogeneous data sources; internal management structure; intuitive user interface; knowledge base; large scale network management tasks; network information; network monitoring data sources; network monitoring information; network segment; network structure; network switch meta-data; ontology based network management tool; user choices; user interaction; user knowledge; IP networks; Ontologies; Ports (Computers); Relational databases; Resource description framework; Switches; Netflow; Network Management; Ontology; RDF; databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing Technology and Information Management (ICCTIM), 2015 Second International Conference on
Conference_Location
Johor
Print_ISBN
978-1-4799-6210-5
Type
conf
DOI
10.1109/ICCTIM.2015.7224586
Filename
7224586
Link To Document