AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges and future perspectives

GK Walia, M Kumar, SS Gill - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
The proliferation of ubiquitous Internet of Things (IoT) sensors and smart devices in several
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …

Classification of resource management approaches in fog/edge paradigm and future research prospects: A systematic review

P Kansal, M Kumar, OP Verma - The Journal of Supercomputing, 2022 - Springer
The fog paradigm extends the cloud capabilities at the edge of the network. Fog computing-
based real-time applications (Online gaming, 5G, Healthcare 4.0, Industrial IoT, autonomous …

Fog/edge computing-based IoT (FECIoT): Architecture, applications, and research issues

B Omoniwa, R Hussain, MA Javed… - IEEE Internet of …, 2018 - ieeexplore.ieee.org
The Internet-of-Things (IoT) is the future of the Internet, where everything will be connected.
Studies have revealed that fog/edge computing-based services will play a major role in …

Reinforcement learning based resource management for fog computing environment: Literature review, challenges, and open issues

H Tran-Dang, S Bhardwaj, T Rahim… - Journal of …, 2022 - ieeexplore.ieee.org
In the IoT-based systems, the fog computing allows the fog nodes to offload and process
tasks requested from IoT-enabled devices in a distributed manner instead of the centralized …

Resource management approaches in fog computing: a comprehensive review

M Ghobaei-Arani, A Souri, AA Rahmanian - Journal of Grid Computing, 2020 - Springer
In recent years, the Internet of Things (IoT) has been one of the most popular technologies
that facilitate new interactions among things and humans to enhance the quality of life. With …

Ai-based sustainable and intelligent offloading framework for iiot in collaborative cloud-fog environments

M Kumar, GK Walia, H Shingare… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The cloud paradigm is one of the most trending areas in today's era due to its rich profusion
of services. However, it fails to serve the latency-sensitive Industrial Internet of Things (IIoT) …

Resource management in cloud and cloud-influenced technologies for internet of things applications

R Jeyaraj, A Balasubramaniam, AK MA… - ACM Computing …, 2023 - dl.acm.org
The trend of adopting Internet of Things (IoT) in healthcare, smart cities, Industry 4.0, and so
on is increasing by means of cloud computing, which provides on-demand storage and …

Application management in fog computing environments: A taxonomy, review and future directions

R Mahmud, K Ramamohanarao, R Buyya - ACM Computing Surveys …, 2020 - dl.acm.org
The Internet of Things (IoT) paradigm is being rapidly adopted for the creation of smart
environments in various domains. The IoT-enabled cyber-physical systems associated with …

Energy-efficient delay-aware task offloading in fog-cloud computing system for IoT sensor applications

P Singh, R Singh - Journal of Network and Systems Management, 2022 - Springer
Abstract Internet of Things (IoT) system comprises of many interrelated computing devices
and smart sensors with limited battery, processing, and storage capabilities. Due to its …

Fog computing advancement: Concept, architecture, applications, advantages, and open issues

TAN Abdali, R Hassan, AHM Aman, QN Nguyen - IEEE Access, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) is proliferating in our real world, and it is a promising technology that
serves a very comfortable service to the users. IoT's underlying technology is to connect to …