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An approach for offloading in mobile cloud computing to optimize power consumption and processing time

Aldmour, Rakan, Yousef, Sufian, Baker, Thar and BENKHELIFA, Elhadj (2021) An approach for offloading in mobile cloud computing to optimize power consumption and processing time. Sustainable Computing: Informatics and Systems, 31. p. 100562. ISSN 22105379

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Abstract or description

Smart phones are widely used but they still suffer from constrained resources in term of their processing capabilities, memory capacity and more importantly battery capacity. Mobile Cloud Computing (MCC) has recently emerged to overcome the shortcomings of the standalone smartphones, where Cloud Computing (CC) is leveraged for processing capabilities and memory capacity, while the smartphone would use minimal battery power. However, task offloading from smartphones to the cloud remains an active area of research, to achieve optimized performance and resource utilization as well as and enhance the overall Quality of Service (QoS). In this paper, we propose an approach where two servers are used alternatively, First Upload Round (FUR) offloading and Second Upload Round (SUR) offloading; both supported by a decision engine system. This approach shows better performance and less energy consumption over competing state-of-the-art approaches. The proposed approach shows reduction of the power consumption, 4G is the most improved, for example, for the file size 10 Mb the reduction of the power consumption was 93% on 4G, compared to Wi-Fi 85%.

Item Type: Article
Faculty: School of Digital, Technologies and Arts > Computer Science, AI and Robotics
Depositing User: Elhadj BENKHELIFA
Date Deposited: 07 Nov 2022 15:37
Last Modified: 07 Nov 2022 15:37
URI: https://eprints.staffs.ac.uk/id/eprint/7505

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