A tensor-based big-data-driven routing recommendation approach for heterogeneous networks

X Wang, LT Yang, L Kuang, X Liu, Q Zhang… - … Network, 2019 - ieeexplore.ieee.org
… review the related works including big data and tensor decomposition, heterogeneous
networks, data-center-based networks, and routing recommendation methods. Then we present a …

Big data analytics for large-scale wireless networks: Challenges and opportunities

HN Dai, RCW Wong, H Wang, Z Zheng… - ACM Computing …, 2019 - dl.acm.org
… , big data generated from large-scale wireless networks is often … volume, real-time velocity,
and huge value. The growth of … wireless networks being featured of heterogeneous data types …

A systematic review of quality of service in wireless sensor networks using machine learning: Recent trend and future vision

M Pundir, JK Sandhu - Journal of Network and Computer Applications, 2021 - Elsevier
… the Quality of Service (QoS) requirements in different applications due to the dynamic network
condition, heterogeneous … Security in wireless network forms an important and essential …

A comprehensive survey on mobility management in 5G heterogeneous networks: Architectures, challenges and solutions

E Gures, I Shayea, A Alhammadi, M Ergen… - IEEE …, 2020 - ieeexplore.ieee.org
… target cell and should determine the network/public land mobile network (PLMN) to which it
… better signal quality within the frequency band, and thus, it provides better quality service by …

A federated deep learning empowered resource management method to optimize 5G and 6G quality of services (QoS)

H Alsulami, SH Serbaya… - … and Mobile …, 2022 - Wiley Online Library
… involves large amounts of data in heterogeneous vehicular networks. By using optimization
… The physical infrastructure is identical to that used by the MVNOs (mobile network providers…

Big data analytics for 6G-enabled massive internet of things

Z Lv, R Lou, J Li, AK Singh… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… and management of IoT big data will become larger. Therefore, after completing the data
storage work, the statistical analysis of the data … edge computing for heterogeneous Internet of …

Quality of service optimization in an IoT-driven intelligent transportation system

AH Sodhro, MS Obaidat, QH Abbasi… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
heterogeneity of future IoT-based edge computing networks. In … is to manage and monitor
the large data amount coming from … business models for resource sharing in wireless networks. …

Urban data management system: Towards Big Data analytics for Internet of Things based smart urban environment using customized Hadoop

M Babar, F Arif, MA Jan, Z Tan, F Khan - Future Generation Computer …, 2019 - Elsevier
… of large-scale data computation and processing. This paper presents a Hadoop-based
architecture to deal with Big Data … the data from the society by deploying heterogeneous sensors …

Integration of Big Data analytics embedded smart city architecture with RESTful web of things for efficient service provision and energy management

BN Silva, M Khan, K Han - Future generation computer systems, 2020 - Elsevier
Big Data from heterogeneous devices in the smart city. Thorough analysis of collected Big
Data … His area of expertise includes ad-hoc and wireless networks, architecture designing for …

From federated to fog learning: Distributed machine learning over heterogeneous wireless networks

S Hosseinalipour, CG Brinton… - IEEE …, 2020 - ieeexplore.ieee.org
… We have introduced fog learning, a new paradigm for distributing ML model training through
largescale networks of heterogeneous devices. We have demonstrated that fog learning is …