AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges and future perspectives
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 …
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
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 …
based real-time applications (Online gaming, 5G, Healthcare 4.0, Industrial IoT, autonomous …
Fog/edge computing-based IoT (FECIoT): Architecture, applications, and research issues
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 …
Studies have revealed that fog/edge computing-based services will play a major role in …
Resource management approaches in fog computing: a comprehensive review
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 …
that facilitate new interactions among things and humans to enhance the quality of life. With …
A manifesto for modern fog and edge computing: Vision, new paradigms, opportunities, and future directions
SS Gill - … Multi-Cloud Environments: Technologies, Tools and …, 2021 - Springer
The advancements in the use of Internet of Things (IoT) devices is increasing continuously
and generating huge amounts of data in a fast manner. Cloud computing is an important …
and generating huge amounts of data in a fast manner. Cloud computing is an important …
Reinforcement learning based resource management for fog computing environment: Literature review, challenges, and open issues
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 …
tasks requested from IoT-enabled devices in a distributed manner instead of the centralized …
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 …
and smart sensors with limited battery, processing, and storage capabilities. Due to its …
Application management in fog computing environments: A taxonomy, review and future directions
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 …
environments in various domains. The IoT-enabled cyber-physical systems associated with …
A Novel Offloading Mechanism Leveraging Fuzzy Logic and Deep Reinforcement Learning to Improve IoT Application Performance in a Three-Layer Architecture …
DH Abdulazeez, SK Askar - IEEE Access, 2024 - ieeexplore.ieee.org
This paper presents a novel offloading technique designed to enhance the efficiency of
Internet of Things (IoT) applications within a sophisticated three-layer architecture situated in …
Internet of Things (IoT) applications within a sophisticated three-layer architecture situated in …
AI-based fog and edge computing: A systematic review, taxonomy and future directions
Resource management in computing is a very challenging problem that involves making
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …