TinyML for ultra-low power AI and large scale IoT deployments: A systematic review

N Schizas, A Karras, C Karras, S Sioutas - Future Internet, 2022 - mdpi.com
The rapid emergence of low-power embedded devices and modern machine learning (ML)
algorithms has created a new Internet of Things (IoT) era where lightweight ML frameworks …

Toward software-defined networking-based IoT frameworks: A systematic literature review, taxonomy, open challenges and prospects

S Siddiqui, S Hameed, SA Shah, I Ahmad… - IEEE …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is characterized as one of the leading actors for the next evolutionary
stage in the computing world. IoT-based applications have already produced a plethora of …

BIoTHR: Electronic health record servicing scheme in IoT-blockchain ecosystem

PP Ray, B Chowhan, N Kumar… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The pervasiveness of newly introduced Internet-of-Things (IoT) devices has opened up new
opportunities in healthcare systems, for example in facilitating remote patient monitoring …

Design and development of consensus activation function enabled neural network-based smart healthcare using BIoT

I Benkhaddra, A Kumar, MA Setitra, L Hang - Wireless Personal …, 2023 - Springer
In the healthcare region, Internet of Things (IoT) plays a major role in various fields and is
developed as a common technique. An enormous amount of data is collected from various …

A scalable key and trust management solution for IoT sensors using SDN and blockchain technology

S Hameed, SA Shah, QS Saeed, S Siddiqui… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Billions of IoT devices and smart objects are already in operation today and even more are
expected to be on the network over time. These IoT devices will generate enormous …

BMDD: a novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages)

LTT Nguyen, SX Ha, TH Le, HH Luong, KH Vo… - PeerJ Computer …, 2022 - peerj.com
Abstract Undeniably, Internet of Things (IoT) devices are gradually getting better over time;
and IoT-based systems play a significant role in our lives. The pervasiveness of the new …

SILedger: A blockchain and ABE-based access control for applications in SDN-IoT networks

W Ren, Y Sun, H Luo, M Guizani - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Software Defined Network in Internet of Things (SDN-IoT) is enjoying growing popularity
due to its flexibility, automaticity and programmability. However, there is still a lack of proper …

Fog computing systems: State of the art, research issues and future trends, with a focus on resilience

J Moura, D Hutchison - Journal of Network and Computer Applications, 2020 - Elsevier
Many future innovative computing services will use Fog Computing Systems (FCS),
integrated with Internet of Things (IoT) resources. These new services, built on the …

SDN-assisted DDoS defense framework for the internet of multimedia things

KS Sahoo, D Puthal - ACM Transactions on Multimedia Computing …, 2020 - dl.acm.org
The Internet of Things is visualized as a fundamental networking model that bridges the gap
between the cyber and real-world entity. Uniting the real-world object with virtualization …

Edge computing in SDN-enabled IoT-based healthcare frameworks: challenges and future research directions

M Kumhar, JB Bhatia - International Journal of Reliable and Quality E …, 2022 - igi-global.com
Millions of smart devices and sensors continuously produce and transmit data to control real-
world infrastructures using complex networks in the internet of things (IoT). These devices …