A comprehensive review on artificial intelligence/machine learning algorithms for empowering the future IoT toward 6G era

MR Mahmood, MA Matin, P Sarigiannidis… - IEEE …, 2022 - ieeexplore.ieee.org
… However, the presence of heterogeneous devices in large … future wireless network requires
automated network processing, … of large data. Thus, in [38] unsupervised learning-based DL …

Limitations of information extraction methods and techniques for heterogeneous unstructured big data

K Adnan, R Akbar - … of Engineering Business Management, 2019 - journals.sagepub.com
… add tremendous challenges to this research due to multimodality, heterogeneity, and
complexity of data. These challenges have been presented in Table 6. Identification of events and …

Internet of vehicles: Key technologies, network model, solutions and challenges with future aspects

…, S Din, G Jeon, F Piccialli - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… motivation to evolve the heterogeneous vehicular networks. Paper also proposed … big data
leads to data management issues. To address the big data issue, we also proposed a data

Internet of Things and its impacts in computing intelligence: a comprehensive review–IoT application for big data

MG Sarowar, MS Kamal, N Dey - Big data analytics for smart and …, 2019 - igi-global.com
… including architecture challenge for wide spreading network of IoT, environmental, technical
… internally, heterogeneous and big data processing challenges, noisy and massive-intensive …

Smart healthcare and quality of service in IoT using grey filter convolutional based cyber physical system

R Patan, GSP Ghantasala, R Sekaran, D Gupta… - Sustainable Cities and …, 2020 - Elsevier
heterogeneousbig data in the industries has seen a plethora of changes. Despite this,
due to the constraints in computation, networking, and storage, still, a process involving big data

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

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 …

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 …

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…

[PDF][PDF] IoT provisioning QoS based on cloud and fog computing

FEF Samann, SRM Zeebaree, S Askar - Journal of Applied Science and …, 2021 - jastt.org
… The cloud is a large data unit where computing and storing are … These nodes are
heterogeneous devices that range from access … Mininet-WiFi network emulator was used to …