作者
Arash Bozorgchenani, Farshad Mashhadi, Daniele Tarchi, Sergio A Salinas Monroy
发表日期
2020/5/13
期刊
IEEE Transactions on Mobile Computing
卷号
20
期号
10
页码范围
2992-3005
出版商
IEEE
简介
In a mobile edge computing (MEC) network, mobile devices, also called edge clients, offload their computations to multiple edge servers that provide additional computing resources. Since the edge servers are placed at the network edge, e.g., cell-phone towers, transmission delays between edge servers and edge clients are shorter compared to those of cloud computing. In addition, edge clients can offload their tasks to other nearby edge clients with available computing resources by exploiting the Fog Computing (FC) paradigm. A major challenge in MEC and FC networks is to assign the tasks from edge clients to edge servers, as well as to other edge clients, in such a way that their tasks are completed with minimum energy consumption and minimum processing delay. In this paper, we model task offloading in MEC as a constrained multi-objective optimization problem (CMOP) that minimizes both the energy …
引用总数
20202021202220232024914295822
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