A survey of evolutionary computation for resource management of processing in cloud computing

M Guzek, P Bouvry, EG Talbi - IEEE Computational Intelligence …, 2015 - ieeexplore.ieee.org
Cloud computing is significantly reshaping the computing industry. Individuals and small
organizations can benefit from using state-of-the-art services and infrastructure, while large …

Cloud computing resource scheduling and a survey of its evolutionary approaches

ZH Zhan, XF Liu, YJ Gong, J Zhang… - ACM Computing …, 2015 - dl.acm.org
A disruptive technology fundamentally transforming the way that computing services are
delivered, cloud computing offers information and communication technology users a new …

Hierarchical multi-agent optimization for resource allocation in cloud computing

X Gao, R Liu, A Kaushik - IEEE Transactions on Parallel and …, 2020 - ieeexplore.ieee.org
In cloud computing, an important concern is to allocate the available resources of service
nodes to the requested tasks on demand and to make the objective function optimum, ie …

An efficient method for allocating resources in a cloud computing environment with a load balancing approach

A Pourghaffari, M Barari… - Concurrency and …, 2019 - Wiley Online Library
Cloud computing technology forms a computational ensemble of large computing services
and systems. Recently, it has been the focus of research on resource management, task …

A cloud brokerage approach for solving the resource management problem in multi-cloud environments

L Heilig, E Lalla-Ruiz, S Voß - Computers & Industrial Engineering, 2016 - Elsevier
Cloud computing is increasingly becoming a mainstream technology-delivery model from
which companies and research aim to gain value. As different cloud providers offer cloud …

Optimizing the performance of optimization in the cloud environment–An intelligent auto-scaling approach

V Simic, B Stojanovic, M Ivanovic - Future Generation Computer Systems, 2019 - Elsevier
The cloud computing paradigm has gained wide acceptance in the scientific community,
taking a significant share from fields previously reserved exclusively for High Performance …

Task scheduling in cloud computing based on meta-heuristics: review, taxonomy, open challenges, and future trends

EH Houssein, AG Gad, YM Wazery… - Swarm and Evolutionary …, 2021 - Elsevier
Cloud computing is a recently looming-evoked paradigm, the aim of which is to provide on-
demand, pay-as-you-go, internet-based access to shared computing resources (hardware …

Cloud service and service selection algorithm research

W Zeng, Y Zhao, J Zeng - Proceedings of the first ACM/SIGEVO Summit …, 2009 - dl.acm.org
This paper describes the cloud service architecture and key technologies for service
selection algorithm. Cloud computing is a hot topic on software and distributed computing …

[图书][B] Cloud computing for optimization: foundations, applications, and challenges

BSP Mishra, H Das, S Dehuri, AK Jagadev - 2018 - Springer
A computing utility has been a dream of computer scientists, engineers, and industry
luminaries for several decades. With a utility model of computing, an application can start …

Effectiveness review of the machine learning algorithms for scheduling in cloud environment

GU Srikanth, R Geetha - Archives of Computational Methods in …, 2023 - Springer
Cloud computing becomes rapid growing technology using virtualization and Service
Oriented Architecture (SOA), developed as one of the sought-after computing models. It is a …