Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions

H Singh, S Tyagi, P Kumar, SS Gill, R Buyya - … Modelling Practice and …, 2021 - Elsevier
In cloud computing environments, when a client wants to access any resources, hardware
components, or application services, he needs to get a subscription for the same from …

A review of task scheduling in cloud computing based on nature-inspired optimization algorithm

FS Prity, MH Gazi, KMA Uddin - Cluster computing, 2023 - Springer
The advent of the cloud computing paradigm allowed multiple organizations to move,
compute, and host their applications in the cloud environment, enabling seamless access to …

CMODLB: an efficient load balancing approach in cloud computing environment

S Negi, MMS Rauthan, KS Vaisla, N Panwar - The Journal of …, 2021 - Springer
A hybrid of supervised (artificial neural network), unsupervised (clustering) machine
learning, and soft computing (interval type 2 fuzzy logic system)-based load balancing …

An Efficient Policy‐Based Scheduling and Allocation of Virtual Machines in Cloud Computing Environment

S Supreeth, K Patil, SD Patil, S Rohith… - Journal of Electrical …, 2022 - Wiley Online Library
Cloud computing has become the most challenging research field in the current information
technology scenario. In this, a set of user tasks are scheduled and allocated to numerous …

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 …

Exploring swarm intelligence optimization techniques for task scheduling in cloud computing: algorithms, performance analysis, and future prospects

FS Prity, KMA Uddin, N Nath - Iran Journal of Computer Science, 2024 - Springer
The advent of the cloud computing paradigm has enabled innumerable organizations to
seamlessly migrate, compute, and host their applications within the cloud environment …

Cloud resource map** through crow search inspired metaheuristic load balancing technique

H Singh, S Tyagi, P Kumar - Computers & Electrical Engineering, 2021 - Elsevier
In the modern era of digitalization, many applications exist that consume a huge
computational processing power. These applications due to massive costs involved in …

A systematic literature review on soft computing techniques in cloud load balancing network

S Negi, DP Singh, MMS Rauthan - International Journal of System …, 2024 - Springer
Providing, an on-demand facility in the cloud network is one of the finest services for cloud
users. To maintain this dynamic and foremost service, a cloud network must pose the best …

A multi-objective optimization scheduling method based on the genetic algorithm in cloud computing

R Sissodia, MMS Rauthan, V Barthwal - International Journal of …, 2022 - igi-global.com
For task-scheduling problems in cloud computing, a multi-objective optimization method is
proposed here. First, with an aim toward the biodiversity of resources and tasks in cloud …

Performance evaluation of genetic algorithm and flower pollination algorithm for scheduling tasks in cloud computing

P Singh, G Bathla, D Panwar, A Aggarwal… - … Conference on Signal …, 2022 - Springer
Resource management during the cloud computing process is one of the prominent issues
currently under research. The reason behind this is to procure an optimal utilization of these …