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[HTML][HTML] A survey on PSO based meta-heuristic scheduling mechanism in cloud computing environment
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 …
gives significant issues of load balancing, resource utilization, task allocation, and system …
A review of swarm intelligence algorithms deployment for scheduling and optimization in cloud computing environments
Background This review focuses on reviewing the recent publications of swarm intelligence
algorithms (particle swarm optimization (PSO), ant colony optimization (ACO), artificial bee …
algorithms (particle swarm optimization (PSO), ant colony optimization (ACO), artificial bee …
A load balancing algorithm for the data centres to optimize cloud computing applications
Despite the many past research conducted in the Cloud Computing field, some challenges
still exist related to workload balancing in cloud-based applications and specifically in the …
still exist related to workload balancing in cloud-based applications and specifically in the …
Efficient job scheduling paradigm based on hybrid sparrow search algorithm and differential evolution optimization for heterogeneous cloud computing platforms
MI Khaleel - Internet of things, 2023 - Elsevier
The job scheduling paradigms include dispatching Internet of Things (IoT) critical services
onto processing nodes. Here most energy is consumed in finding suitable virtual machines …
onto processing nodes. Here most energy is consumed in finding suitable virtual machines …
A fair, dynamic load balanced task distribution strategy for heterogeneous cloud platforms based on Markov process modeling
S Souravlas, SD Anastasiadou, N Tantalaki… - IEEE …, 2022 - ieeexplore.ieee.org
Load balancing techniques in cloud computing can be applied at three different levels:
Virtual machine load balancing, task load balancing, and resource load balancing. At all …
Virtual machine load balancing, task load balancing, and resource load balancing. At all …
[HTML][HTML] A robust resource allocation model for optimizing data skew and consumption rate in cloud-based IoT environments
Abstract The Internet of Things (IoT) is a network of connected objects designed to collect
and exchange data using smart equipment and technologies. A significant challenge in …
and exchange data using smart equipment and technologies. A significant challenge in …
[HTML][HTML] Intelligent multi-agent reinforcement learning model for resources allocation in cloud computing
Now more than ever, optimizing resource allocation in cloud computing is becoming more
critical due to the growth of cloud computing consumers and meeting the computing …
critical due to the growth of cloud computing consumers and meeting the computing …
Enhancement in performance of cloud computing task scheduling using optimization strategies
Providing scalable and affordable computing resources has become possible thanks to the
development of the cloud computing concept. In cloud environments, efficient task …
development of the cloud computing concept. In cloud environments, efficient task …
Intelligent decision-making of load balancing using deep reinforcement learning and parallel PSO in cloud environment
Machine learning and parallel processing are extremely commonly used to enhance
computing power to induce knowledge from an outsized volume of data. To deal with the …
computing power to induce knowledge from an outsized volume of data. To deal with the …
Load balancing of IoT tasks in the cloud computing by using sparrow search algorithm
OY Abdulhammed - The Journal of Supercomputing, 2022 - Springer
IoT is one of the most important technologies that are used over the past few years, where
everything is connected to the Internet; it is used in many fields; one of these fields is …
everything is connected to the Internet; it is used in many fields; one of these fields is …