[HTML][HTML] Survey on recent advances in IoT application layer protocols and machine learning scope for research directions

PK Donta, SN Srirama, T Amgoth… - Digital Communications …, 2022 - Elsevier
Abstract The Internet of Things (IoT) has been growing over the past few years due to its
flexibility and ease of use in real-time applications. The IoT's foremost task is ensuring that …

Comprehensive review on congestion detection, alleviation, and control for IoT networks

P Anitha, HS Vimala, J Shreyas - Journal of Network and Computer …, 2023 - Elsevier
Abstract Context: The Internet of Things (IoT) comprises various computing devices that
operate on a non-standard platform and can connect to wireless networks to transmit data …

iCoCoA: Intelligent congestion control algorithm for CoAP using deep reinforcement learning

PK Donta, SN Srirama, T Amgoth… - Journal of Ambient …, 2023 - Springer
The constrained application protocol (CoAP) is an application layer protocol in IoT, with
underlying support for congestion control mechanism. It minimizes the frequent …

Enhancements and challenges in coap—a survey

MA Tariq, M Khan, MT Raza Khan, D Kim - Sensors, 2020 - mdpi.com
The Internet of Engineering Task (IETF) developed a lighter application protocol
(Constrained Application Protocol (CoAP)) for the constrained IoT devices operating in lossy …

Congestion control in Internet of Things: Classification, challenges, and future directions

VK Jain, AP Mazumdar, P Faruki, MC Govil - … Computing: Informatics and …, 2022 - Elsevier
Abstract Internet of Things (IoT) is a collection of billions of smart objects connected via
different types of communication media. Although IoT devices generate enormous data, they …

CACC: Context‐aware congestion control approach for lightweight CoAP/UDP‐based Internet of Things traffic

GA Akpakwu, GP Hancke… - Transactions on …, 2020 - Wiley Online Library
With the emerging applications of the Internet of Things (IoT), a congestion control
mechanism becomes a critical phenomenon for efficient communication in networks of …

Towards intelligent data protocols for the edge

PK Donta, S Dustdar - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The computing continuum is growing because multiple devices are added daily. Edge
devices play a key role in this because computation is decentralized or distributed. Edge …

Machine learning-based congestion control routing strategy for healthcare IoT enabled wireless sensor networks

K Upreti, N Kumar, MS Alam, A Verma… - 2021 Fourth …, 2021 - ieeexplore.ieee.org
Healthcare Internet of Things (HIoT) are collection of heterogeneous collection of sensor-
based computing devices used for healthcare monitoring applications. Many research works …

Congestion aware algorithm using fuzzy logic to find an optimal routing path for IoT networks

J Shreyas, H Singh, J Bhutani, S Pandit… - 2019 International …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) is a rapidly expanding technology that has recently got significant
recognition in the field of studies. In IoT networks, huge traffic in network causes congestion …

[HTML][HTML] CAFOR: congestion avoidance using fuzzy logic to find an optimal routing path in 6LoWPAN networks

J Shreyas, H Singh, S Tiwari, NN Srinidhi… - Journal of Reliable …, 2021 - Springer
Internet of Things is an increasing technology that has recently seen growth in the field of
research. In a 6LoWPAN network, congestion at nodes is caused by huge network traffic …