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 …

Cloud computing simulators: A comprehensive review

N Mansouri, R Ghafari, BMH Zade - Simulation Modelling Practice and …, 2020‏ - Elsevier
Nowadays, cloud computing is an emerging technology due to virtualization and providing
low price services on pay-as per-use basis. One of the main challenges in this regard is how …

Edgecloudsim: An environment for performance evaluation of edge computing systems

C Sonmez, A Ozgovde, C Ersoy - Transactions on Emerging …, 2018‏ - Wiley Online Library
Edge computing is a fast growing field of research that covers a spectrum of technologies
bringing the cloud computing services closer to the end user. Growing interest in this area …

A dynamic VM consolidation approach based on load balancing using Pearson correlation in cloud computing

JPB Mapetu, L Kong, Z Chen - The Journal of Supercomputing, 2021‏ - Springer
In recent years, cloud data centers are rapidly growing with a large number of finite
heterogeneous resources to meet the ever-growing user demands with respect to the SLA …

[HTML][HTML] A systematic parameter analysis of cloud simulation tools in cloud computing environments

MA Shahid, MM Alam, MM Su'ud - Applied Sciences, 2023‏ - mdpi.com
To provide various applications in various domains, a large-scale cloud data center is
required. Cloud computing enables access to nearly infinite computing resources on …

A novel weight-assignment load balancing algorithm for cloud applications

AA Adewojo, JM Bass - SN Computer Science, 2023‏ - Springer
Web applications commonly suffer from flash crowds and resource failure, resulting in
performance degradation. Flash crowds are large, sudden, yet legitimate influxes of user …

An energy-efficient tuning method for cloud servers combining DVFS and parameter optimization

W Lin, X Luo, CK Li, J Liang, G Wu… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
Emerging cloud computing applications place a growing demand on resources, leading to
increasingly large data centers with significant energy consumption and carbon emissions …

Integrating OpenAI Gym and CloudSim Plus: A simulation environment for DRL Agent training in energy-driven cloud scaling

SNA Jawaddi, A Ismail - Simulation Modelling Practice and Theory, 2024‏ - Elsevier
Experimentation in real cloud environments for training Deep Reinforcement Learning
(DRL) agents can be costly, time-consuming, and non-repeatable. To overcome these …

A survey on cloud computing simulation and modeling

I Bambrik - SN Computer Science, 2020‏ - Springer
Cloud Computing (CC) has attracted a massive amount of research and investment in the
previous decade. The economical model proposed by this technology is a viable solution for …

Energy-efficient collaborative optimization for VM scheduling in cloud computing

B Wang, F Liu, W Lin, Z Ma, D Xu - Computer Networks, 2021‏ - Elsevier
Energy-efficient resource scheduling has become a hot issue in the field of cloud computing.
However, there is an inevitable conflict between energy-saving and QoS optimization. In real …