Mobile Cloud Storage Over 5G: A Mechanism Design Approach
| Autor: | Richa Siddavaatam, Alagan Anpalagan, Glaucio H. S. Carvalho, Isaac Woungang |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
021103 operations research
Mobile edge computing Transmission delay Computer Networks and Communications business.industry Wireless network Computer science Distributed computing 0211 other engineering and technologies Cloud computing 02 engineering and technology Computer Science Applications User equipment Control and Systems Engineering Resource management Electrical and Electronic Engineering Radio resource management business Heterogeneous network Information Systems |
| Zdroj: | IEEE Systems Journal. 13:4060-4071 |
| ISSN: | 2373-7816 1932-8184 |
| DOI: | 10.1109/jsyst.2019.2908391 |
| Popis: | In order to meet the increasing demand for the data storage, 5G wireless networks embodying mobile edge computing (MEC) features arise as a compelling solution. In this paper, the dense heterogeneous network (HetNet) and the MEC infrastructure are exploited to propose a mobile cloud storage framework that minimizes the data transmission delay. The proposed framework is composed of two parts: A data management with error correction (DMEC) scheme, and a radio resource management (RRM) scheme. The DMEC scheme, derived from the redundant array of inexpensive disks (RAID) technology, is implemented in the user equipment (UE) side, and it intelligently exploits the overlapping coverage of HetNet to minimize the transmission delay. On the other hand, the RRM scheme, based on mechanism design, presents the physical resource block allocation problem as a graph coloring problem and performs the radio resource allocation in multiuser scenario to maximize the network performance. The RRM scheme also comprises a pricing algorithm, which calculates the price a UE needs to pay for the resources. The proposed RRM scheme exhibits several desirable characteristics such as incentive compatibility, efficiency, and truthfulness, all derived from the Vickrey–Clarke–Groves mechanism. Simulation results are presented, showing that the proposed framework when compared to baseline techniques, minimizes the transmission delay by $10^2$ %, which places our proposal as effective and efficient solution for the mobile cloud storage problem. |
| Databáze: | OpenAIRE |
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