IOT-based service migration for connected communities

被引:0
|
作者
Rawashdeh, Majdi [1 ]
Al Zamil, Mohammed G. H. [2 ]
Samarah, Samer M. [3 ]
Obaidat, Muath [4 ]
Masud, Mehedi [5 ]
机构
[1] Princess Sumaya Univ Technol, Dept Business Informat Technol, POB 1438, Amman 11941, Jordan
[2] Yarmouk Univ, Dept Comp Sci, Irbid, Jordan
[3] Yarmouk Univ, Dept Informat Technol, Irbid 21163, Jordan
[4] CUNY, Dept Comp Sci, Ctr Cybercrime Studies, New York, NY 10021 USA
[5] Taif Univ, Coll Comp & Informat Technol, Dept Comp Sci, POB 11099, At Taif 21944, Saudi Arabia
关键词
5G networks; Cognitive robotics; IoT for robotics; Mobile agents; Edge computing; Service migration; Cross-layering; MOBILE EDGE; COMMUNICATION; COMPUTATION; INTERNET; COCACO;
D O I
10.1016/j.compeleceng.2021.107530
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the nature of mobile systems in which devices change their locations continuously, there is a need for efficient techniques to integrate responses from different agents. Such techniques implement cross-layering service migration models to handle integration issues. This paper proposes a method that aims to model the migration process in an integrated architecture to resolve cross-layering issues, develop a dynamic policy, and optimize the cost of migration in terms of power consumption and communication. The proposed technique extends the Markovian model to adopt the spatiotemporal aspects of this problem, allowing modern 5G vertical appli-cations to communicate seamlessly in highly connected IoT networks. Because of its dynamicity, we propose to project the environmental aspects into the observation part of HMM. We performed experiments to test the performance of the proposed method in terms of efficiency, reliability, and complexity. The results showed a significant performance in the mobile edge computing environment.
引用
收藏
页数:14
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