• DocumentCode
    707248
  • Title

    Improving quality of service constraints of Cloud data centers

  • Author

    Jena, Soumya Ranjan ; Dewan, Bhushan

  • Author_Institution
    CCNA, India
  • fYear
    2015
  • fDate
    11-13 March 2015
  • Firstpage
    153
  • Lastpage
    158
  • Abstract
    Quality of service (QoS) is a resource reservation control mechanism in Cloud Computing which guarantees a certain level of performance and availability of a service. Currently, the critical technical underpinnings of QoS includes resource virtualization, load balancing services, service level agreements (SLAs) standardization, minimization of power consumption over data centers and tremendous improvements in Internet computing software. However author´s objective in this paper is to improve the QoS of Cloud data centers in terms of optimizing the response time in a parallel environment through a fuzzy controlled load balancer (FCLB). The proposed FCLB uses different parameters like number of processors to be used and processor speed. The simulation results show that as we go on increasing the number of processors keeping the processor speed constant at a certain stage the response time remains constant without alternation. The performance of the proposed work is then verified for two different processing speeds.
  • Keywords
    cloud computing; computer centres; fuzzy control; quality of service; resource allocation; FCLB; Internet computing software; QoS; SLA standardization; cloud computing; cloud data centers; fuzzy controlled load balancer; load balancing services; parallel environment; power consumption minimization; processor speed; quality of service constraints; resource reservation control mechanism; resource virtualization; response time optimization; service level agreements; Cloud computing; Hardware; Load management; Program processors; Quality of service; Time factors; Cloud Data Center; Fuzzy Controlled Load Balancer; Levenberg-Marquardt Back-Propagation Algorithm; Quality of Service; Response Time;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing for Sustainable Global Development (INDIACom), 2015 2nd International Conference on
  • Conference_Location
    New Delhi
  • Print_ISBN
    978-9-3805-4415-1
  • Type

    conf

  • Filename
    7100238