• DocumentCode
    3740324
  • Title

    New trends of resource provisioning in multi-tier Cloud computing

  • Author

    Marwah Hashim Eawna;Salma Hamdy;El-Sayed M. El-Horbaty

  • Author_Institution
    Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt
  • fYear
    2015
  • Firstpage
    224
  • Lastpage
    230
  • Abstract
    Cloud Computing is an emerging trend in the outsourced information technology (OIT) and provides a lot of functions as services. However, it suffers from many challenges such as resource provisioning, integrity, federation, and security. This paper focuses on the major problem, resource provisioning, that explored by many companies and researchers as a critical problem. Such researches are attempted to find method that minimizes provisioning time and reduces the number of resources in the cloud environment. Consequently, this paper proposes a dynamic resources provisioning algorithm by using Artificial Bees Colony (ABC) and Ant Colony Optimization (ACO) and focus on time optimization in multi-tier clouds. Accordingly, the obtained results show that the ACO faster than other meta-heuristic algorithm such as ABC, Particle Swarm Optimization (PSO), Simulated Annealing (SA) and hybrid Particle Swarm Optimization-Simulated Annealing (PSO-SA).
  • Keywords
    Reliability
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computing and Information Systems (ICICIS), 2015 IEEE Seventh International Conference on
  • Print_ISBN
    978-1-5090-1949-6
  • Type

    conf

  • DOI
    10.1109/IntelCIS.2015.7397226
  • Filename
    7397226