Mobility-aware and energy-efficient offloading for mobile edge computing in cellular networks

被引:1
|
作者
Huang, Linyu [1 ]
Yu, Quan [2 ]
机构
[1] Sichuan Univ, Coll Elect & Informat Engn, Chengdu, Peoples R China
[2] Wuhan Univ Technol, Sch Informat Engn, Wuhan, Peoples R China
关键词
Energy efficiency; Mobile edge computing; Mobility-awareness; Resource allocation; RESOURCE-ALLOCATION; DELAY-AWARE; COMPUTATION; OPTIMIZATION; INTERNET; RADIO; PREDICTION;
D O I
10.1016/j.adhoc.2024.103472
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile edge computing (MEC) is a promising paradigm that helps mobile terminals save energy and increase battery life by offloading tasks to MEC servers. To obtain full benefit from MEC, the joint optimization of offloading decision -making and resource allocation, while considering user mobility, is crucial and challenging. The objective of this paper was to propose mobility -aware and energy -efficient offloading schemes for MEC in cellular networks. The proposed schemes helped to make offloading decisions, allocate transit power, and schedule transmissions among multiple moving users. An optimal scheme was proposed, in terms of minimizing total energy consumed by all users, which was based on Mixed -Integer Programming (MIP). Considering the high computational complexity of solving MIP problems, a practical heuristic scheme was also proposed. Simulation results showed the effectiveness in reducing energy consumption of both the proposed optimal and heuristic schemes and demonstrated the importance of mobility awareness as well.
引用
收藏
页数:12
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