Deep learning for security problems in 5G heterogeneous networks

Z Lv, AK Singh, J Li - IEEE Network, 2021 - ieeexplore.ieee.org
… , more and more mobile devices are connected to the mobile network, generating massive
… scale and big data. The protection mechanism of a 5G heterogeneous network system …

A survey and future directions on clustering: From WSNs to IoT and modern networking paradigms

…, A Taherkordi, Ø Haugen, F Eliassen - … Service Management, 2020 - ieeexplore.ieee.org
… with different amounts of data storage in the network is another … in IoT network clustering,
in particular because of the big datatechnique [177] that supports heterogeneity in storage. …

InFeMo: flexible big data management through a federated cloud system

CL Stergiou, KE Psannis, BB Gupta - ACM Transactions on Internet …, 2021 - dl.acm.org
use of Big Data, we will have the opportunity to change the world completely by using all the
extracted information of the data. … A heterogeneous data storage management scheme that …

Deep learning in mobile and wireless networking: A survey

C Zhang, P Patras, H Haddadi - IEEE Communications surveys …, 2019 - ieeexplore.ieee.org
… [17] identify benefits and challenges of using big data for mobile analytics and propose a
Spark … when managing and analyzing massive amounts of heterogeneous mobile data [466]. …

Mitigating Energy Consumption in Heterogeneous Mobile Networks Through Data-Driven Optimization

Y Ma, T Li, Y Zhou, L Yu, D Jin - … and Service Management, 2024 - ieeexplore.ieee.org
Data-drivEn Energy Saving Method (REDEEM), aimed at mitigating energy consumption
in heterogeneous 4G and 5G mobile networks. … wireless network twin and big data mining. …

Application of industrial big data for smart manufacturing in product service system based on system engineering using fuzzy DEMATEL

X Zhang, X Ming, D Yin - Journal of Cleaner Production, 2020 - Elsevier
… -level design and planning of big data, which can be customized … Big data Application) was
studied by using the method of … The type of industrial big data is multi-source heterogeneous

An energy-efficient framework for internet of things underlaying heterogeneous small cell networks

H Jiang, Z Xiao, Z Li, J Xu, F Zeng… - … Transactions on Mobile …, 2020 - ieeexplore.ieee.org
… with guaranteed outage probability in the multitier heterogeneous wireless networks. Fig.
12 presents the characteristics of the utility function when a is varied with various numbers of …

The role of big data analytics in industrial Internet of Things

MH ur Rehman, I Yaqoob, K Salah, M Imran… - Future Generation …, 2019 - Elsevier
… However, big data processing is challenging due to limited computational, networking
and storage resources at IoT device-end. Big data analytics (BDA) is expected to provide …

The duo of artificial intelligence and big data for industry 4.0: Applications, techniques, challenges, and future research directions

SK Jagatheesaperumal, M Rahouti… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
… and big data toward Industry 4.0 applications through panoramic … based on heterogeneous
IIoT data of larger volume from … technologies, such as wireless sensor networks (WSNs) and …

Leveraging machine learning and big data for smart buildings: A comprehensive survey

B Qolomany, A Al-Fuqaha, A Gupta… - IEEE …, 2019 - ieeexplore.ieee.org
used widely by the research community to produce small simulations for relatively large
wireless networks … With the massive amount of data capturing from heterogeneous sources, ML …