Machine learning in IoT security: Current solutions and future challenges

F Hussain, R Hussain, SA Hassan… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
The future Internet of Things (IoT) will have a deep economical, commercial and social
impact on our lives. The participating nodes in IoT networks are usually resource …

Machine learning for resource management in cellular and IoT networks: Potentials, current solutions, and open challenges

F Hussain, SA Hassan, R Hussain… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
Internet-of-Things (IoT) refers to a massively heterogeneous network formed through smart
devices connected to the Internet. In the wake of disruptive IoT with a huge amount and …

A new block-based reinforcement learning approach for distributed resource allocation in clustered IoT networks

F Hussain, R Hussain, A Anpalagan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Resource allocation and spectrum management are two major challenges in the massive
scale deployment of Internet of Things (IoT) and Machine-to-Machine (M2M) communication …

Distributive throughput optimization for massive random access of M2M communications in LTE networks

C Zhang, X Sun, J Zhang, X Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Machine-to-machine (M2M) communications, which aims to enable autonomous
communication between machine devices with minimum human intervention, have …