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 …
human activity recognition data analysis: History, evolutions, and new trends
The Assisted Living Environments Research Area–AAL (Ambient Assisted Living), focuses
on generating innovative technology, products, and services to assist, medical care and …
on generating innovative technology, products, and services to assist, medical care and …
Comparative analysis of metaheuristic load balancing algorithms for efficient load balancing in cloud computing
Load balancing is a serious problem in cloud computing that makes it challenging to ensure
the proper functioning of services contiguous to the Quality of Service, performance …
the proper functioning of services contiguous to the Quality of Service, performance …
[HTML][HTML] Enhancing investigations in data migration and security using sequence cover cat and cover particle swarm optimization in the fog paradigm
T Saravanan, S Saravanakumar - International Journal of Intelligent …, 2022 - Elsevier
In recent years, fog and mobile edge computing have grown rapidly due to the large amount
of data generated by the Internet of Thing (IoT) devices. It provides a variety of services …
of data generated by the Internet of Thing (IoT) devices. It provides a variety of services …
Deep reinforcement learning-based methods for resource scheduling in cloud computing: A review and future directions
With the acceleration of the Internet in Web 2.0, Cloud computing is a new paradigm to offer
dynamic, reliable and elastic computing services. Efficient scheduling of resources or …
dynamic, reliable and elastic computing services. Efficient scheduling of resources or …
Network resource management mechanisms in SDN enabled WSNs: A comprehensive review
Wireless technologies usually have very limited computing, memory, and battery power that
require the optimal management of network resources to increase network performance …
require the optimal management of network resources to increase network performance …
Resource scheduling methods for cloud computing environment: The role of meta-heuristics and artificial intelligence
The growth and development of scientific applications have demanded the creation of
efficient resource management systems. Resource provisioning and scheduling are two …
efficient resource management systems. Resource provisioning and scheduling are two …
Machine learning-based solutions for resource management in fog computing
M Fahimullah, S Ahvar, M Agarwal… - Multimedia Tools and …, 2024 - Springer
Fog computing is a paradigm that offers distributed and diverse resources at the network
edge to fulfill the quality of service requirements. However, effectively managing these …
edge to fulfill the quality of service requirements. However, effectively managing these …
Efficient prediction of makespan matrix workflow scheduling algorithm for heterogeneous cloud environments
Leveraging a cloud computing environment for executing workflow applications offers high
flexibility and strong scalability, thereby significantly improving resource utilization. Current …
flexibility and strong scalability, thereby significantly improving resource utilization. Current …
SD-SRF: An Intelligent Service Deployment Scheme for Serverless-operated Cloud-Edge Computing in 6G Networks
With the development of serverless computing, developers can implement and deploy
business applications as a combination of stateless functions. Although originally proposed …
business applications as a combination of stateless functions. Although originally proposed …