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Integration of IoT & cloud computing in mobile communication to breach limitation

  • Pradeep Kanchan,
  • V. Selvakumar,
  • P. Lavanya,
  • Ravi Kumar,
  • Awakash Mishra,
  • V. Haripriya,
  • Gunveen Ahluwalia

摘要

The evolution of cloud computing has brought great progress in data processing capabilities but advanced issues still hinder the performance of mobile applications, especially those that require fast interaction and delicate data management. Traditional cloud data centers are geographically distant from end users, which slows data transfer and limits real-time interactions. In response to these challenges, the given paper proposes an Internet of things (IoT) based mobile cloud computing framework for enabling affordable and space-based computing for mobile users. The proposed framework comprises mobile users, controllers and IoT devices. When the mobile client moves across different locations, the data automatically transfers to nearby IoT devices thereby ensuring efficient processing without relying on remote isolated data centres. Lastly, the performance of the proposed framework is validated and compared with existing recent studies based on evaluation metrics such as root mean square error (RMSE), mean absolute error (MAE), computation time (mins) and accuracy (%).