• DocumentCode
    579097
  • Title

    Average delay SLAs in Cloud computing

  • Author

    Saovapakhiran, Boonyarith ; Devetsikiotis, Michael ; Michailidis, George ; Viniotis, Yannis

  • Author_Institution
    Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
  • fYear
    2012
  • fDate
    10-15 June 2012
  • Firstpage
    1302
  • Lastpage
    1308
  • Abstract
    In this paper, we conduct feasibility studies on the average delay space for Cloud computing, and we propose a heuristic method to control the vector of average delays, subject to predefined delay constraints. Our work is strongly motivated by the fact that delay control plays a critical role to improve Service Level Agreements (SLA) between users and Cloud service providers, which is necessary for empowering online business. Specifically, our main contributions are two-fold: First, the feasible regions of various routing algorithms for the system´s dispatcher are investigated in depth. Second, a simple heuristic algorithm is designed, to move the average delay point along the feasible direction until achieving the delay constraints. Average delay is dependent on multiple factors such as job size, inter-arrival time, flow rate, and the dispatching rules of the system. Therefore, we vary their distribution, parameters and routing rules to examine how the feasible regions move or change. After establishing the feasible delay space, then by moving along the feasible directions, we show that a simple heuristic algorithm can achieve the delay constraints for a two queue system.
  • Keywords
    cloud computing; delays; queueing theory; aerage delay SLA; average delay point; average delay space; cloud computing; cloud service providers; heuristic algorithm; heuristic method; online business; predefined delay constraints; queue system; routing rules; service level agreements; vector control; Algorithm design and analysis; Cloud computing; Delay; Dispatching; Heuristic algorithms; Servers; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2012 IEEE International Conference on
  • Conference_Location
    Ottawa, ON
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-4577-2052-9
  • Electronic_ISBN
    1550-3607
  • Type

    conf

  • DOI
    10.1109/ICC.2012.6364548
  • Filename
    6364548