• DocumentCode
    2194510
  • Title

    Classification and Composition of QoS Attributes in Distributed, Heterogeneous Systems

  • Author

    Vinek, Elisabeth ; Beran, Peter Paul ; Schikuta, Erich

  • Author_Institution
    CERN, Geneva, Switzerland
  • fYear
    2011
  • fDate
    23-26 May 2011
  • Firstpage
    424
  • Lastpage
    433
  • Abstract
    In large-scale distributed systems the selection of services and data sources to respond to a given request is a crucial task. Non-functional or Quality of Service (QoS) attributes need to be considered when there are several candidate services with identical functionality. Before applying any service selection optimization strategy, the system has to be analyzed in terms of QoS metrics, comparable to the statistics needed by a database query optimizer. This paper presents a classification approach for QoS attributes of system components, from which aggregation functions for composite services are derived. The applicability and usefulness of the approach is shown in a distributed system from a High-Energy Physics experiment posing a complex service selection challenge.
  • Keywords
    distributed processing; physics computing; quality of service; service-oriented architecture; QoS attributes; classification approach; database query optimizer; heterogeneous systems; high-energy physics experiment; large-scale distributed systems; quality of service; service selection optimization strategy; Concrete; Data mining; Measurement; Ontologies; Optimization; Quality of service; Web services; Blackboard-based Optimization; Pattern-based Aggregation Functions; QoS-based Web Service Selection; Service-Oriented Architectures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cluster, Cloud and Grid Computing (CCGrid), 2011 11th IEEE/ACM International Symposium on
  • Conference_Location
    Newport Beach, CA
  • Print_ISBN
    978-1-4577-0129-0
  • Electronic_ISBN
    978-0-7695-4395-6
  • Type

    conf

  • DOI
    10.1109/CCGrid.2011.53
  • Filename
    5948633