A review on task scheduling techniques in cloud and fog computing: taxonomy, tools, open issues, challenges, and future directions

ZA Khan, IA Aziz, NAB Osman, I Ullah - Ieee Access, 2023 - ieeexplore.ieee.org
Efficient task scheduling on the cloud is critical for optimal utilization of resources in data
centers. It became even more challenging with the emergence of 5G and IoT applications …

A systematic literature review for load balancing and task scheduling techniques in cloud computing

N Devi, S Dalal, K Solanki, S Dalal, UK Lilhore… - Artificial Intelligence …, 2024 - Springer
Cloud computing is an emerging technology composed of several key components that work
together to create a seamless network of interconnected devices. These interconnected …

Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach

I Behera, S Sobhanayak - Journal of Parallel and Distributed Computing, 2024 - Elsevier
Cloud computing, a technology providing flexible and scalable computing resources, faces a
critical challenge in task scheduling, directly impacting system performance and customer …

DRLBTSA: Deep reinforcement learning based task-scheduling algorithm in cloud computing

S Mangalampalli, GR Karri, M Kumar, OI Khalaf… - Multimedia tools and …, 2024 - Springer
Task scheduling in cloud paradigm brought attention of all researchers as it is a challenging
issue due to uncertainty, heterogeneity, and dynamic nature as they are varied in size …

[HTML][HTML] Multi objective trust aware task scheduling algorithm in cloud computing using whale optimization

S Mangalampalli, GR Karri, U Kose - … of King Saud University-Computer and …, 2023 - Elsevier
Task Scheduling is an enormous challenge in cloud computing model as to map diverse
tasks arises from various sources there should be an efficient scheduling mechanism which …

Cloud computing load prediction by decomposition reinforced attention long short-term memory network optimized by modified particle swarm optimization algorithm

N Bacanin, V Simic, M Zivkovic, M Alrasheedi… - Annals of Operations …, 2023 - Springer
Computer resources provision over the internet resulted in the wide spread usage of cloud
computing paradigm. With the use of such resources come certain challenges that can …

Enhancement in performance of cloud computing task scheduling using optimization strategies

R Sandhu, M Faiz, H Kaur, A Srivastava, V Narayan - Cluster Computing, 2024 - Springer
Providing scalable and affordable computing resources has become possible thanks to the
development of the cloud computing concept. In cloud environments, efficient task …

Multiprocessor task scheduling using multi-objective hybrid genetic Algorithm in Fog–cloud computing

G Agarwal, S Gupta, R Ahuja, AK Rai - Knowledge-Based Systems, 2023 - Elsevier
Multiprocessor task scheduling is an operation of processing more than two tasks
simultaneously in the system. The Fog–cloud multiprocessor computing structures are the …

An intelligent and interpretable rule-based metaheuristic approach to task scheduling in cloud systems

C Barut, G Yildirim, Y Tatar - Knowledge-Based Systems, 2024 - Elsevier
Metaheuristic algorithms can be very successful in solving scheduling problems. However,
these methods can be slow for time-critical applications due to the iterative stochastic …