Task scheduling in fog environment—Challenges, tools & methodologies: A review

ZJK Abadi, N Mansouri, M Khalouie - Computer Science Review, 2023 - Elsevier
Even though cloud computing offers many advantages, it can be a poor choice sometimes
because of its slow response to existing requests, leading to the need for fog computing …

[HTML][HTML] Deep reinforcement learning-based methods for resource scheduling in cloud computing: A review and future directions

G Zhou, W Tian, R Buyya, R Xue, L Song - Artificial Intelligence Review, 2024 - Springer
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 …

[HTML][HTML] Improved wild horse optimization with levy flight algorithm for effective task scheduling in cloud computing

G Saravanan, S Neelakandan, P Ezhumalai… - Journal of Cloud …, 2023 - Springer
Cloud Computing, the efficiency of task scheduling is proportional to the effectiveness of
users. The improved scheduling efficiency algorithm (also known as the improved Wild …

Improving whale optimization algorithm with elite strategy and its application to engineering-design and cloud task scheduling problems

S Chakraborty, AK Saha, A Chhabra - Cognitive Computation, 2023 - Springer
The whale optimization algorithm (WOA), a biologically inspired optimization technique, is
known for its straightforward design and effectiveness. Despite many advantages, it has …

Improved red fox optimizer with fuzzy theory and game theory for task scheduling in cloud environment

BMH Zade, N Mansouri - Journal of Computational Science, 2022 - Elsevier
The tasks scheduling problem is about mapping tasks to resources so that the objectives
related to both users and service providers are satisfied. In this paper, three improvements …

Application of Quantum Particle Swarm Optimization for task scheduling in Device-Edge-Cloud Cooperative Computing

B Wang, Z Zhang, Y Song, M Chen, Y Chu - Engineering Applications of …, 2023 - Elsevier
Swarm intelligence and evolutionary algorithms (SI&EAs) have been widely applied to
various fields. In this paper, we make the first attempt, to our best knowledge, to apply an …

E-AVOA-TS: Enhanced African vultures optimization algorithm-based task scheduling strategy for fog–cloud computing

R Ghafari, N Mansouri - Sustainable Computing: Informatics and Systems, 2023 - Elsevier
In fog computing, inefficient scheduling of user tasks causes more delays. Moreover, how to
schedule tasks that need to be offloaded to fog nodes or cloud nodes has not been fully …

[HTML][HTML] Analyzing meta-heuristic algorithms for task scheduling in a fog-based IoT application

D Rahbari - Algorithms, 2022 - mdpi.com
In recent years, the increasing use of the Internet of Things (IoT) has generated excessive
amounts of data. It is difficult to manage and control the volume of data used in cloud …

Improved Harris Hawks Optimizer with chaotic maps and opposition-based learning for task scheduling in cloud environment

R Ghafari, N Mansouri - Cluster Computing, 2023 - Springer
Scheduling tasks in the cloud system is the main issue that needs to be addressed in order
to improve customer satisfaction and system performance. This paper proposes …

[PDF][PDF] Many-objective optimization-based task scheduling in hybrid cloud environments.

M Zhao, Z Zhang, T Fan, W Guo… - … -Computer Modeling in …, 2023 - cdn.techscience.cn
Due to the security and scalability features of hybrid cloud architecture, it can better meet the
diverse requirements of users for cloud services. And a reasonable resource allocation …