Deep learning for intelligent IoT: Opportunities, challenges and solutions

YB Zikria, MK Afzal, SW Kim, A Marin… - Computer …, 2020 - Elsevier
… on deep learning, big data technologies, and IoT security. … of deep learning, big data
technology, and IoT security is the … of deep learning, big data technology, and IoT security for …

An efficient deep learning framework for intelligent energy management in IoT networks

T Han, K Muhammad, T Hussain… - … Internet of Things …, 2020 - ieeexplore.ieee.org
IoT networks by using deep learning strategies, we propose a novel edgeintelligence-based …
1) We handle energy demand fluctuations via dependable edge intelligence-based novel …

Toward decentralized and collaborative deep learning inference for intelligent IoT devices

Y Huang, X Qiao, S Dustdar, J Zhang, J Li - IEEE Network, 2022 - ieeexplore.ieee.org
deep learning inference system for IoT devices, which completely migrates DNN computations
from the cloud center to the IoT … that is difficult for an individual IoT device to accomplish. …

A survey of machine and deep learning methods for internet of things (IoT) security

MA Al-Garadi, A Mohamed, AK Al-Ali… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
… by IoT are extremely valuable. ML can play an analytical role in building intelligent IoT
systems to deliver smart services in the IoT … that are used in various IoT applications. However, …

[HTML][HTML] Intelligent waste management system using deep learning with IoT

MW Rahman, R Islam, A Hasan, NI Bithi… - Journal of King Saud …, 2022 - Elsevier
Deep learning and the Internet of things (IoT) confer an agile … system based on deep
learning and IoT. The proposed … (CNN), a popular deep learning paradigm. The scheme also …

Low latency deep learning inference model for distributed intelligent IoT edge clusters

S Naveen, MR Kounte, MR Ahmed - IEEE Access, 2021 - ieeexplore.ieee.org
… of AI, machine learning [4] has brought momentum, and the proliferation of intelligent devices
is driven via deep learning [5]. A convolution neural network is a deep learning algorithm …

Computational intelligence and deep learning for next-generation edge-enabled industrial IoT

S Tang, L Chen, K He, J Xia, L Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… computational intelligence and deep learning (DL) in edge-enabled industrial IoT networks.
… deploy edge intelligence in the IoT networks. Due to the decentralized nature of data in the …

An intelligent internet of things-based secure healthcare framework using blockchain technology with an optimal deep learning model

T Veeramakali, R Siva, B Sivakumar… - The Journal of …, 2021 - Springer
… It enables secure sharing of data and resources to the different nodes of the IoT network …
an optimal deep-learning-based secure blockchain (ODLSB) enabled intelligent IoT and …

Deep learning-based intelligent face recognition in IoT-cloud environment

M Masud, G Muhammad, H Alhumyani… - Computer …, 2020 - Elsevier
… , the Internet-of-Things (IoT) technology is being used in many application areas such as
healthcare, video surveillance, transportation etc. The massive adoption and growth of IoTdeep

Towards precision agriculture: IoT-enabled intelligent irrigation systems using deep learning neural network

PK Kashyap, S Kumar, A Jaiswal, M Prasad… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
… Due to the limited learning ability of these models, they are not well suited to unpredictable
… a deep learning neural network-based Internet of Things (IoT)-enabled intelligent irrigation …