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 …

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 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 **ng… - … 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 …

Research and application of AI in 5G network operation and maintenance

M Li, M Huo, X Cheng, L Xu - 2020 IEEE Intl Conf on Parallel & …, 2020 - ieeexplore.ieee.org
Recently, AI technology is widely applied in various fields. In the 5G network, AI technology
has been applied in key functionalities of SDN and NFV. In this paper, we apply AI …

Joint offloading decision and resource allocation of 5G edge Intelligent Computing for complex industrial application

M Li, M Huo, X Cheng, L Xu, X Liu… - 2021 IEEE 20th …, 2021 - ieeexplore.ieee.org
5G mobile edge computing (MEC) can be used in intelligent manufacturing. In complex
industrial application scenarios, this paper tries to address the problem of energy …

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

Y Chi, X Cheng, C Song, R **a, 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 …

Research on wireless resource management and scheduling for 5G network slice

Y Li, Y Wang, Y **, X Cheng, L Xu… - … and Mobile Computing …, 2021 - ieeexplore.ieee.org
Network slicing is a key technology in 5G. Generally, 5G networks employ slicing technology
to provide the isolated and customizable network services for different scenarios (eg …