Task scheduling algorithms for energy optimization in cloud environment: a comprehensive review

R Ghafari, FH Kabutarkhani, N Mansouri - Cluster Computing, 2022 - Springer
Cloud computing is very popular because of its unique features such as scalability, elasticity,
on-demand service, and security. A large number of tasks are performed simultaneously in a …

Optimizing energy consumption for data centers

H Rong, H Zhang, S Xiao, C Li, C Hu - Renewable and Sustainable Energy …, 2016 - Elsevier
Big data applications have become increasingly popular with the appearance of cloud
computing and green computing. Therefore, internet service providers (ISPs) need to build …

Uncertainty-aware online scheduling for real-time workflows in cloud service environment

H Chen, X Zhu, G Liu, W Pedrycz - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Scheduling workflows in cloud service environment has attracted great enthusiasm, and
various approaches have been reported up to now. However, these approaches often …

Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations

H Chen, R Cheng, J Wen, H Li, J Weng - Information Sciences, 2020 - Elsevier
Despite the recent development in evolutionary multi-and many-objective optimization, the
problems with large-scale decision variables still remain challenging. In this work, we …

Deadline-constrained energy-aware workflow scheduling in geographically distributed cloud data centers

M Hussain, LF Wei, A Rehman, F Abbas… - Future Generation …, 2022 - Elsevier
The energy cost of cloud data centers is increasingly concerned worldwide; the minimization
of energy cost is becoming an urgent problem. Considering data centers are geographically …

PSO-COGENT: Cost and energy efficient scheduling in cloud environment with deadline constraint

M Kumar, SC Sharma - Sustainable Computing: Informatics and Systems, 2018 - Elsevier
The main goal of cloud service provider is to maximize the profit from cloud infrastructure,
while cloud users want to execute their applications in minimum execution cost and time …

A power and latency aware cloudlet selection strategy for multi-cloudlet environment

A Mukherjee, D De, DG Roy - IEEE Transactions on Cloud …, 2016 - ieeexplore.ieee.org
Fast interactive response in mobile cloud computing is an emerging area of interest.
Execution of applications inside the remote cloud increases the delay and affects the service …

Scheduling for workflows with security-sensitive intermediate data by selective tasks duplication in clouds

H Chen, X Zhu, D Qiu, L Liu, Z Du - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With the wide deployment of cloud computing in many business enterprises as well as
science and engineering domains, high quality security services are increasingly critical for …

An adaptive resource allocation strategy for objective space partition-based multiobjective optimization

H Chen, G Wu, W Pedrycz… - … on Systems, Man …, 2019 - ieeexplore.ieee.org
In evolutionary computation, balancing the diversity and convergence of the population for
multiobjective evolutionary algorithms (MOEAs) is one of the most challenging topics …

Task scheduling and VM placement to resource allocation in cloud computing: challenges and opportunities

K Saidi, D Bardou - Cluster Computing, 2023 - Springer
Recently, there has been growing interest in distributed models for addressing issues
related to Cloud computing environments, particularly resource allocation. This involves two …