Challenges, security mechanisms, and research areas in iot and iiot

D Job, V Paul - Internet of things and its applications, 2022 - Springer
In recent years IoT technology has become widely accepted in the industrial sector creating
the fourth industrial revolution, Industry 4.0, and Industrial Internet of Things (IIoT). This wide …

Hyperprofile-based computation offloading for mobile edge networks

A Crutcher, C Koch, K Coleman… - 2017 IEEE 14th …, 2017 - ieeexplore.ieee.org
In recent studies, researchers have developed various computation offloading frameworks
for bringing cloud services closer to the user via edge networks. Specifically, an edge device …

Aggregating capacity in FL through successive layer training for computationally-constrained devices

K Pfeiffer, R Khalili, J Henkel - Advances in Neural …, 2024 - proceedings.neurips.cc
Federated learning (FL) is usually performed on resource-constrained edge devices, eg,
with limited memory for the computation. If the required memory to train a model exceeds …

Energy conserving cost selection for fine-grained computational offloading in mobile edge computing networks

A Numani, ZH Abbas, G Abbas, Z Ali - Computer Communications, 2024 - Elsevier
In mobile edge computing networks, total or partial computational offloading of delay
sensitive and compute intensive applications to the nearby edge servers is a promising …

Refinehd: Accurate and efficient single-pass adaptive learning using hyperdimensional computing

P Vergés, T Givargis, A Nicolau - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Hyperdimensional computing (HDC) is a computing framework that has gained significant
attention due to its high efficiency and rapid training and inference of machine learning …

Trust trackers for computation offloading in edge-based IoT networks

M Bradbury, A Jhumka, T Watson - IEEE INFOCOM 2021-IEEE …, 2021 - ieeexplore.ieee.org
Wireless Internet of Things (IoT) devices will be deployed to enable applications such as
sensing and actuation. These devices are typically resource-constrained and are unable to …

Dynamic Reliability Management of Multigateway IoT Edge Computing Systems

K Ergun, R Ayoub, P Mercati… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The emerging paradigm of edge computing envisions to overcome the shortcomings of
cloud-centric Internet of Things (IoT) by providing data processing and storage capabilities …

Mobile edge computing via wireless power transfer over multiple fading blocks: An optimal stopping approach

Q Gu, Y Jian, G Wang, R Fan, H Jiang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
To support wireless Internet of things (IoT) devices, this paper presents a new solution which
combines wireless power transfer and mobile edge computing. Specifically, we consider …

Bcb-x3dh: a blockchain based improved version of the extended triple diffie-hellman protocol

A Ruggeri, A Celesti, M Fazio… - 2020 Second IEEE …, 2020 - ieeexplore.ieee.org
The Extended Triple Diffie-Hellman (X3DH) protocol has been used for years as the basis of
secure communication establishment among parties (ie, humans and devices) over the …

Neural networks-aided insider attack detection for the average consensus algorithm

G Li, SX Wu, S Zhang, Q Li - IEEE Access, 2020 - ieeexplore.ieee.org
To support the big-data processing needs of large-scale deployments of smart devices,
there is significant interest in moving from cloud-computing to multi-agent (fog-computing) …