• 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