Research on telecom big data platform of LTE/5G mobile networks

L Xu, G Shao, Y Cao, H Yang, C Sun… - … (IUCC) and Data …, 2019 - ieeexplore.ieee.org
In recent years, the LTE/5G mobile networks operation and telecom services lead to the
explosion of telecom big data. Since telecom big data stores valuable information, this paper …

A comprehensive operation and revenue analysis algorithm for LTE/5G wireless system based on telecom operator data

L Xu, X Zhao, Y Yu, Y Luan, L Zhao… - … Advanced & Trusted …, 2019 - ieeexplore.ieee.org
The operation condition of wireless system directly impacts both the system performance
and the quality of experience (QoE). On the basis of telecom operator data, this paper …

Telecom big data assisted BS resource analysis for LTE/5G systems

L Xu, X Chen, L Zhao, X Hu, N Jiang… - … (IUCC) and Data …, 2019 - ieeexplore.ieee.org
Due to the diverse services and high rate requirements of telecom users, mobile cellular
systems envisage the challenges of high resource usage, especially the base station (BS) in …

A novel base station analysis scheme based on telecom big data

C Zhu, X Cheng, L Xu, C Cheng… - 2018 IEEE 20th …, 2018 - ieeexplore.ieee.org
Telecom big data stores valuable information to support the telecom operation, and hence,
telecom big data has been pushed to the forefront in both academics and industry. In this …

Analysis and prediction of employee turnover characteristics based on machine learning

H Zhang, L Xu, X Cheng, K Chao… - 2018 18th International …, 2018 - ieeexplore.ieee.org
Employee turnover indicates the staff decides to leave the company. Along with the fast
development of economic and industries, employee turnover phenomenon becomes …

Data mining based modeling and application of mobile video service awareness

K Chao, P Wang, H Ye, L Xu, X Cheng, M Mu… - Signal and Information …, 2018 - Springer
With the popularity of 4G mobile networks, mobile video service becomes the key service in
the 4G era. In order to improve users' awareness and increase the network optimization …

Sorting and Utilizing of Telecom Operators Data Assets Based on Big Data

Y Chi, X Cheng, C Song, R Xia, L Xu… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
This paper focuses on the typical mobile data assets of telecom operators and explores their
internal relations. Furthermore, we propose a novel solution model of data fusion for telecom …

An insight scheme for large-scale events based on telecom operators data

J Yang, X Cheng, K Chao, Y Wang… - … (IUCC) and Data …, 2019 - ieeexplore.ieee.org
In the past thirty years, China experiences fast development in terms of economic and
technology. This leads to the frequent exchange and communication among different cities …

Research on evaluation method of wireless network cross-boundary coverage based on smart terminals location data

J Guan, L Xu, T Zhang, J Gao… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
The existing evaluation methods of wireless network cross-boundary coverage are either
uneconomical or poorly effective. Based on location data of APP sampling points from smart …

Research on User Complaint Problem Location and Complaint Early Warning Stragegy Based on Big Data Analysis

J Gao, L Liu, T Zhang, S Jia, C Song… - … Conference on Trust …, 2022 - ieeexplore.ieee.org
With the rapid development of mobile network, the use of mobile phones has become
popular. People use mobile phones every day to surf the Internet, shop, socialize, work, etc …