Edge user allocation with dynamic quality of service

P Lai, Q He, G Cui, X Xia, M Abdelrazek, F Chen… - Service-Oriented …, 2019 - Springer
approach for finding a solution that maximizes app users’ overall QoE. We also propose a
heuristic approach for quickly finding sub-optimal solutions to large… and heterogeneous. Users …

Heterogeneous task offloading and resource allocations via deep recurrent reinforcement learning in partial observable multifog networks

J Baek, G Kaddoum - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… into future wireless networks is … networks by using supervised machine learning, ie, support
vector machines (SVMs), recurrent neural networks (RNNs), convolutional neural networks

Towards disaster resilient smart cities: Can internet of things and big data analytics be the game changers?

SA Shah, DZ Seker, MM Rathore, S Hameed… - IEEE …, 2019 - ieeexplore.ieee.org
… critical application like disaster management, metadata plays a vital role in identifying …
managing the data sets. The collection and management of metadata for heterogeneous big data

Internet of underwater things and big marine data analytics—a comprehensive survey

M Jahanbakht, W Xiang, L Hanzo… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
network architecture of IoUT is intrinsically heterogeneous … ficial for data scientists, ML
engineers, data analyst, big data … The channel models of wired and wireless networks vary with …

Lyapunov optimization-based trade-off policy for mobile cloud offloading in heterogeneous wireless networks

Y Li, S Xia, M Zheng, B Cao… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… in heterogeneous wireless networks. In this paper, a queue model is built to formulate the
mobile … For deterministic WiFi connections, a Lagrangian optimization method is proposed to …

An energy-efficient networking approach in cloud services for IIoT networks

D Jiang, Y Wang, Z Lv, W Wang… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
… cally distributed data centers for multimedia IIoT big data … energy-efficient wireless networking
in the big data era: A … routing for transparent heterogeneous ad-hoc network by fusion of …

Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing

W Xu, Z Yang, DWK Ng, M Levorato… - IEEE journal of …, 2023 - ieeexplore.ieee.org
… survey of EL techniques for B5G networks, the main … We provide a general overview of
major ML techniques and … In wireless networks, they are often used in heterogeneous

5G-based smart healthcare network: architecture, taxonomy, challenges and future research directions

A Ahad, M Tahir, KLA Yau - IEEE access, 2019 - ieeexplore.ieee.org
… applications that integrate wireless mobile networks has been … referred to as heterogeneous
networks (HetNets). These are … Big data analytics is a key research direction in smart health…

Smart city big data analytics: An advanced review

K Soomro, MNM Bhutta, Z Khan… - … : Data Mining and …, 2019 - Wiley Online Library
… We focus specifically on tools and techniques that involve the use of big data analytics.
After … There are a lot of heterogeneity in these models but these models are producing good …

Blockchain-enabled decentralized trust management and secure usage control of IoT big data

M Zhaofeng, W Lingyun, W Xiaochang… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
… able to handle large-scale heterogeneous data safely and effectively. Ganapathy [12] used
the … group key management and proposed a model of data encryption and secure access in …