Towards energy-efficient wireless networking in the big data era: A survey

X Cao, L Liu, Y Cheng, X Shen - … Communications Surveys & …, 2017 - ieeexplore.ieee.org
With the proliferation of wireless devices, wireless networks in various forms have become
global information infrastructure and an important part of our daily life, which, at the same …

Architecture and technology of multi-source heterogeneous data system for telecom operator

L Xu, G Cui, X Hu, S Liu, Y Jia, T Zhang, J Gao… - Signal and Information …, 2021 - Springer
In recent years, telecom operator builds mobile networks infrastructure worldwide, as well as
deploys a series of relevant systems/platforms to management the mobile networks and …

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 …

A Novel Big Data Assisted Analysis Architecture for Telecom Operator

Y Zhang, X Cheng, L Xu, X He, J Guan… - … (IUCC) and Data …, 2019 - ieeexplore.ieee.org
Information technology development leads to the data explosion in many industries. In the
era of big data, telecom operator stores huge amount of data, namely telecom big data …

Cell load and resource-aware flow shifting scheme based on heterogeneous mobile networks data

L Xu, G Cui, C Wang, X Hu, H Xing… - … on Information and …, 2021 - ieeexplore.ieee.org
In the past decade, 4G networks have been widely deployed, meanwhile, 5G networks start
to deploy recently. 4G and 5G heterogeneous mobile networks envisage the challenge of …

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 …

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 …

Management and real-time monitoring of interconnected energy hubs using digital twin: Machine learning based approach

Q He, M Wu, C Liu, D Jin, M Zhao - Solar Energy, 2023 - Elsevier
Getting equipped by highly new smart technologies, Energy Hubs (EHs) and Smart Grids
(SGs) are gaining interest these days. Energy management will advance over time as a …