• DocumentCode
    593731
  • Title

    An ontology-based system for Cloud infrastructure services´ discovery

  • Author

    Zhang, M. ; Ranjan, Rajiv ; Haller, Anna ; Georgakopoulos, Dimitrios ; Menzel, Michael ; Nepal, Surya

  • Author_Institution
    Inf. Eng. Lab., CSIRO ICT Centre, Australia
  • fYear
    2012
  • fDate
    14-17 Oct. 2012
  • Firstpage
    524
  • Lastpage
    530
  • Abstract
    The Cloud infrastructure services landscape advances steadily leaving users in the agony of choice. As a result, Cloud service identification and discovery remains a hard problem due to different service descriptions, non-standardised naming conventions and heterogeneous types and features of Cloud services. In this paper, we present an OWL-based ontology, the Cloud Computing Ontology (CoCoOn) that defines functional and non-functional concepts, attributes and relations of infrastructure services. We also present a system, CloudRecommender-that implements our domain ontology in a relational model. The system uses regular expressions and SQL for matching user requests to service descriptions. We briefly describe the architecture of the CloudRecommender system, and demonstrate its effectiveness and scalability through a service configuration selection experiment based on a set of prominent Cloud providers´ descriptions including Amazon, Azure, and GoGrid.
  • Keywords
    SQL; cloud computing; ontologies (artificial intelligence); pattern matching; recommender systems; semantic Web; service-oriented architecture; Amazon; Azure; CloudRecommender system; CoCoOn; GoGrid; OWL-based ontology; SQL; cloud computing ontology; cloud infrastructure service discovery; cloud infrastructure services landscape; cloud providers descriptions; cloud service identification; functional concepts; heterogeneous types; nonfunctional concepts; nonstandardised naming conventions; ontology-based system; regular expressions; relational model; service configuration selection; service descriptions; user request matching; Collaboration; Computational modeling; Computer architecture; Servers; Cloud computing; recommender system; semantic Web; service descriptions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2012 8th International Conference on
  • Conference_Location
    Pittsburgh, PA
  • Print_ISBN
    978-1-4673-2740-4
  • Type

    conf

  • Filename
    6450944