Green cloud computing using proactive virtual machine placement: challenges and issues

M Masdari, M Zangakani - Journal of Grid Computing, 2020 - Springer
Efficient VM management is very crucial for energy saving, increasing profit, and preventing
SLA violations. VM placement schemes can be classified into reactive and …

A taxonomy and future directions for sustainable cloud computing: 360 degree view

SS Gill, R Buyya - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
The cloud-computing paradigm offers on-demand services over the Internet and supports a
wide variety of applications. With the recent growth of Internet of Things (IoT)--based …

Towards accurate prediction for high-dimensional and highly-variable cloud workloads with deep learning

Z Chen, J Hu, G Min, AY Zomaya… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Resource provisioning for cloud computing necessitates the adaptive and accurate
prediction of cloud workloads. However, the existing methods cannot effectively predict the …

Energy-efficient VM scheduling based on deep reinforcement learning

B Wang, F Liu, W Lin - Future Generation Computer Systems, 2021 - Elsevier
Achieving data center resource optimization and QoS guarantee driven by high energy
efficiency has become a research hotspot. However, QoS information directly sampled from …

Load balancing and server consolidation in cloud computing environments: a meta-study

M Ala'Anzy, M Othman - IEEE Access, 2019 - ieeexplore.ieee.org
The data-center is considered the heart of cloud computing. Recently, the growing demand
for cloud computing services has caused a growing load on data centers. In terms of system …

Cloud risk management with OWA-LSTM and fuzzy linguistic decision making

W Hussain, MR Raza, MA Jan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In a cloud environment, the indemnity of service level agreement (SLA) violations has an
adverse effect on the service provider. It leads to the penalty fee, credit amount, license …

Resource allocation for cloud-based software services using prediction-enabled feedback control with reinforcement learning

X Chen, F Zhu, Z Chen, G Min… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With time-varying workloads and service requests, cloud-based software services
necessitate adaptive resource allocation for guaranteeing Quality-of-Service (QoS) and …

A learning‐based approach for virtual machine placement in cloud data centers

M Ghobaei‐Arani, AA Rahmanian… - International Journal …, 2018 - Wiley Online Library
In recent years, the increasing use of cloud services has led to the growth and importance of
developing cloud data centers. One of the challenging issues in the cloud environments is …

Workload aware VM consolidation method in edge/cloud computing for IoT applications

I Mohiuddin, A Almogren - Journal of Parallel and Distributed Computing, 2019 - Elsevier
Wide-ranging edge cloud data centers are a vital part of the solution for the problems
caused by enormous growth in the IT industry for high computational power by advanced …

An approach toward design and development of an energy-aware VM selection policy with improved SLA violation in the domain of green cloud computing

R Mandal, MK Mondal, S Banerjee… - The Journal of …, 2020 - Springer
With the rapid demand for service-oriented computing in association with the growth of cloud
computing technologies, large-scale virtualized data centers have been established …