Resource scheduling in cloud computing based on a hybridized whale optimization algorithm

I Strumberger, N Bacanin, M Tuba, E Tuba - Applied Sciences, 2019 - mdpi.com
The cloud computing paradigm, as a novel computing resources delivery platform, has
significantly impacted society with the concept of on-demand resource utilization through …

ECFA: an efficient convergent firefly algorithm for solving task scheduling problems in cloud-edge computing

L Yin, J Sun, J Zhou, Z Gu, K Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In cloud-edge computing paradigms, the integration of edge servers and task offloading
mechanisms has posed new challenges to developing task scheduling strategies. This …

ARPS: An autonomic resource provisioning and scheduling framework for cloud platforms

M Kumar, A Kishor, J Abawajy… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With Cloud computing becoming mainstream for the execution of various applications, the
multi-objective scheduling algorithms for providing the most suitable services to users have …

A hyper-heuristic scheduling algorithm for cloud

CW Tsai, WC Huang, MH Chiang… - … on Cloud Computing, 2014 - ieeexplore.ieee.org
Rule-based scheduling algorithms have been widely used on many cloud computing
systems because they are simple and easy to implement. However, there is plenty of room to …

A WOA-based optimization approach for task scheduling in cloud computing systems

X Chen, L Cheng, C Liu, Q Liu, J Liu, Y Mao… - IEEE Systems …, 2020 - ieeexplore.ieee.org
Task scheduling in cloud computing can directly affect the resource usage and operational
cost of a system. To improve the efficiency of task executions in a cloud, various …

Cost-aware job scheduling for cloud instances using deep reinforcement learning

F Cheng, Y Huang, B Tanpure, P Sawalani, L Cheng… - Cluster …, 2022 - Springer
As the services provided by cloud vendors are providing better performance, achieving auto-
scaling, load-balancing, and optimized performance along with low infrastructure …

Task scheduling and resource allocation in cloud computing using a heuristic approach

MB Gawali, SK Shinde - Journal of Cloud Computing, 2018 - Springer
Cloud computing is required by modern technology. Task scheduling and resource
allocation are important aspects of cloud computing. This paper proposes a heuristic …

PSO-RDAL: Particle swarm optimization-based resource-and deadline-aware dynamic load balancer for deadline constrained cloud tasks

S Nabi, M Ahmed - The Journal of Supercomputing, 2022 - Springer
Cloud computing is an Internet-provisioned computing paradigm that provides scalable
resources for the execution of the end user's tasks. The cloud users lease optimal resources …

Task scheduling algorithms for multi-cloud systems: allocation-aware approach

SK Panda, I Gupta, PK Jana - Information Systems Frontiers, 2019 - Springer
Cloud computing has gained enormous popularity for on-demand services on a pay-per-use
basis. However, a single data center may be limited in providing such services, particularly …

[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 …