Performance evaluation metrics for cloud, fog and edge computing: A review, taxonomy, benchmarks and standards for future research

MS Aslanpour, SS Gill, AN Toosi - Internet of Things, 2020 - Elsevier
Optimization is an inseparable part of Cloud computing, particularly with the emergence of
Fog and Edge paradigms. Not only these emerging paradigms demand reevaluating cloud …

Multiobjective virtual machine placement mechanisms using nature‐inspired metaheuristic algorithms in cloud environments: A comprehensive review

N Donyagard Vahed… - International Journal of …, 2019 - Wiley Online Library
Cloud computing introduced a new paradigm in IT industry by providing on‐demand, elastic,
ubiquitous computing resources for users. In a virtualized cloud data center, there are a …

[HTML][HTML] An ensemble agglomerative hierarchical clustering algorithm based on clusters clustering technique and the novel similarity measurement

T Li, A Rezaeipanah, ESMT El Din - … of King Saud University-Computer and …, 2022 - Elsevier
The advent of architectures such as the Internet of Things (IoT) has led to the dramatic
growth of data and the production of big data. Managing this often-unlabeled data is a big …

BHyPreC: a novel Bi-LSTM based hybrid recurrent neural network model to predict the CPU workload of cloud virtual machine

ME Karim, MMS Maswood, S Das, AG Alharbi - IEEE Access, 2021 - ieeexplore.ieee.org
With the advancement of cloud computing technologies, there is an ever-increasing demand
for the maximum utilization of cloud resources. It increases the computing power …

Resource provisioning using workload clustering in cloud computing environment: a hybrid approach

A Shahidinejad, M Ghobaei-Arani, M Masdari - Cluster Computing, 2021 - Springer
In recent years, cloud computing paradigm has emerged as an internet-based technology to
realize the utility model of computing for serving compute-intensive applications. In the cloud …

Data replication schemes in cloud computing: a survey

A Shakarami, M Ghobaei-Arani, A Shahidinejad… - Cluster …, 2021 - Springer
In recent years, cloud storage systems have emerged as a promising technology for storing
data blocks on various cloud servers. One of the main mechanisms in cloud storage systems …

Bio-inspired virtual machine placement schemes in cloud computing environment: taxonomy, review, and future research directions

M Masdari, S Gharehpasha, M Ghobaei-Arani… - Cluster …, 2020 - Springer
Energy efficiency is one of the important issues in green cloud data centers (DCs). In this
context, a virtual machine (VM) placement is one of the important techniques which can be …

An elastic controller using Colored Petri Nets in cloud computing environment

A Shahidinejad, M Ghobaei-Arani, L Esmaeili - Cluster Computing, 2020 - Springer
Cloud computing is an emerging distributed computing paradigm that has become one of
the extremely popular computing paradigms nowadays. One of the reasons for the …

Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data

E Pashaei, E Pashaei - The Journal of Supercomputing, 2022 - Springer
Gene expression data play a significant role in the development of effective cancer
diagnosis and prognosis techniques. However, many redundant, noisy, and irrelevant genes …

A QoS-aware IoT service placement mechanism in fog computing based on open-source development model

D Zhao, Q Zou, M Boshkani Zadeh - Journal of Grid Computing, 2022 - Springer
With rapid developments of the Internet of Things (IoT) applications in recent years, their use
to facilitate day-to-day activities in various domains for enhancing the quality of human life …