Robust evaluation method of communication network based on the combination of complex network and big data
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S.I. : ATCI 2020
Robust evaluation method of communication network based on the combination of complex network and big data Chengshun Huang1,2 • Li Zhu3 Received: 12 May 2020 / Accepted: 27 July 2020 Ó Springer-Verlag London Ltd., part of Springer Nature 2020
Abstract The essence of big data may be the science of complex network, which should be one of the basic theories of big data, and the direct object of mobile communication network is big data. The purpose of this paper is to study the evaluation method of communication network robustness based on the combination of cloud edge computer and big data. Firstly, the technical system of big data technology and the basic concept and model of complex network are studied. Secondly, it analyzes the robustness of single-layer network and multi-layer network to lay a solid foundation for the following experiments. Set up the experiment code, and test each experiment several times to get the final data. The experimental results show that the change of R (LCC) from 0 to non-0 occurs at the reciprocal of the average for different network averages, that is, the critical value of network robustness P is equal to the reciprocal of the average. Random networks are not robust to regular networks. Even if the average order of the random network is the same as that of the regular network, the random network is not robust to the regular network. There are 5 9 104 nodes in each of the random networks ER1 and ER2. ER1 and ER2 are one to one connected. The average value of ER1 is set to be the same as the average value of ER2. The multi-layer random network is not stable without single-layer random network. Keywords Complex network Cloud edge computer Single-layer network Multi-layer network
1 Mobile communication The rapid development of mobile communication technology has brought unprecedented convenience to our life. The early communication mainly relies on WeChat for signal relay and transmission, so the communication cost brought by it is quite expensive. Ordinary people can’t afford it. Moreover, due to the restriction of chip
& Li Zhu [email protected] Chengshun Huang [email protected] 1
Provincial Key Laboratory of Informational Service for Rural Area of Southwestern Hunan, Shaoyang University, Shaoyang 422000, Hunan, China
2
College of Information Engineering, Shaoyang University, Shaoyang 422000, Hunan, China
3
School of Computer Engineering, Hubei University of Arts and Science, Xiangyang 441053, Hubei, China
technology, the early communication equipment is large in size, expensive in price and single in function. With the increase in high broadband communication base stations and the progress of chip manufacturing technology, mobile communication has entered the 4G era of digital communication from the 2G era of analog communication. Now we can set up high speed and stable access to the Internet and communicate with friends at any time, which is inseparable from the stable operation of mobile communication ne
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