Big data in forecasting research: a literature review

L Tang, J Li, H Du, L Li, J Wu, S Wang - Big Data Research, 2022 - Elsevier
With the boom in Internet techniques and computer science, a variety of big data have been
introduced into forecasting research, bringing new knowledge and improving prediction …

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 …

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 …

Optimal service caching and pricing in edge computing: A bayesian gaussian process bandit approach

F Tütüncüoğlu, G Dán - IEEE Transactions on Mobile …, 2022 - ieeexplore.ieee.org
Motivated by the emergence of function-as-a-service (FaaS) as a programming abstraction
for edge computing, we consider the problem of caching and pricing applications for edge …

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 …

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 …

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

Y Li, Y Wang, Y Jin, 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 …

Research and application of intelligent antenna feeder optimization system based on big data

M Li, M Huo, L Xu, X Cheng… - 2021 IEEE 20th …, 2021 - ieeexplore.ieee.org
The stability of passive antenna feed operation is an important indicator to measure the
quality of wireless network. On the basis of big data of antenna and feed fault, this paper …

Research on location algorithm of mobile network based on hidden Markov model

B Li, W Zhao, K Zhou, L Xu, G Liu, T Xiao… - … Conference On Signal …, 2022 - Springer
Fingerprint positioning technology based on RSSI (Received Signal Strength Indication) is
applied by electronic Map-Matching. However, due to the significant error of positioning data …

Coverage estimation of mobile network using supervised learning model on artificial estimation dataset

F Lyu, C Cheng, J Zhu, X Cheng, L Xu… - … on Information and …, 2021 - ieeexplore.ieee.org
Minimization of driving test (MDT) is a key feature for network performance monitoring and
optimization in mobile cellular networks. It has been widely used for network coverage …