Load balancing algorithms in fog computing

MH Kashani, E Mahdipour - IEEE Transactions on Services …, 2022 - ieeexplore.ieee.org
Recently, fog computing has been introduced as a modern distributed paradigm and
complement to cloud computing to provide services. The fog system extends storing and …

[HTML][HTML] A survey on PSO based meta-heuristic scheduling mechanism in cloud computing environment

A Pradhan, SK Bisoy, A Das - Journal of King Saud University-Computer …, 2022 - Elsevier
With the increasing of the scale of task or request and dynamic nature of cloud resources, it
gives significant issues of load balancing, resource utilization, task allocation, and system …

Optimized IoT service placement in the fog

O Skarlat, M Nardelli, S Schulte, M Borkowski… - … Oriented Computing and …, 2017 - Springer
Abstract The Internet of Things (IoT) leads to an ever-growing presence of ubiquitous
networked computing devices in public, business, and private spaces. These devices do not …

Machine learning (ML)-centric resource management in cloud computing: A review and future directions

T Khan, W Tian, G Zhou, S Ilager, M Gong… - Journal of Network and …, 2022 - Elsevier
Cloud computing has rapidly emerged as a model for delivering Internet-based utility
computing services. Infrastructure as a Service (IaaS) is one of the most important and …

A survey of data center consolidation in cloud computing systems

L Helali, MN Omri - Computer Science Review, 2021 - Elsevier
Virtualization technology is the backbone of cloud systems, the fastest-growing energy
consumers, globally. It holds an imperative position in the resource management area by …

IoT provisioning QoS based on cloud and fog computing

FEF Samann, SRM Zeebaree, S Askar - Journal of Applied Science and …, 2021 - jastt.org
The wide-spread Internet of Things (IoT) utilization in almost every scope of our life made it
possible to automate daily life tasks with no human intervention. This promising technology …

Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm

A Asghari, MK Sohrabi, F Yaghmaee - The Journal of Supercomputing, 2021 - Springer
Cloud computing is one of the most popular distributed environments, in which, multiple
powerful and heterogeneous resources are used by different user applications. Task …

A comprehensive and systematic review of the load balancing mechanisms in the Internet of Things

B Pourghebleh, V Hayyolalam - Cluster Computing, 2020 - Springer
Abstract The Internet of Things (IoT) is a network of different objects that refers to an
environment in which intelligent devices around us can connect to the Internet and …

A discrete PSO-based static load balancing algorithm for distributed simulations in a cloud environment

Z Miao, P Yong, Y Mei, Y Quanjun, X Xu - Future Generation Computer …, 2021 - Elsevier
It is vital to balance the computation and communication load for the satisfactory
performance of large-scale parallel and distributed simulations deployed on shared …

Green cloud computing using proactive virtual machine placement: challenges and issues

M Masdari, M Zangakani - Journal of Grid Computing, 2020 - Springer
Efficient VM management is very crucial for energy saving, increasing profit, and preventing
SLA violations. VM placement schemes can be classified into reactive and …