An adaptive resource management scheme in cloud computing

CJ Huang, CT Guan, HM Chen, YW Wang… - … Applications of Artificial …, 2013 - Elsevier
There are various significant issues in resource allocation, such as maximum computing
performance and green computing, which have attracted researchers' attention recently …

Performance analysis based resource allocation for green cloud computing

HM Lee, YS Jeong, HJ Jang - The Journal of Supercomputing, 2014 - Springer
Cloud computing has become a new computing paradigm that has huge potentials in
enterprise and business. Green cloud computing is also becoming increasingly important in …

[PDF][PDF] Predicting future resource requirement for efficient resource management in cloud

B Prasad, S Angel - International Journal of Computer Applications, 2014 - Citeseer
Cloud Computing became an optimal solution for business customers to maintain and
promote their business needs to clients via cloud services like IaaS, SaaS, and PaaS. On …

A threshold-based dynamic resource allocation scheme for cloud computing

W Lin, JZ Wang, C Liang, D Qi - Procedia Engineering, 2011 - Elsevier
Compared to traditional distributed computing paradigms, a major advantage of cloud
computing is the ability to provide more reliable, affordable, flexible resources for the …

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems

A Hameed, A Khoshkbarforoushha, R Ranjan… - Computing, 2016 - Springer
In a cloud computing paradigm, energy efficient allocation of different virtualized ICT
resources (servers, storage disks, and networks, and the like) is a complex problem due to …

[HTML][HTML] Intelligent multi-agent reinforcement learning model for resources allocation in cloud computing

A Belgacem, S Mahmoudi, M Kihl - … of King Saud University-Computer and …, 2022 - Elsevier
Now more than ever, optimizing resource allocation in cloud computing is becoming more
critical due to the growth of cloud computing consumers and meeting the computing …

Dynamic resource provisioning in cloud computing: a heuristic markovian approach

HR Qavami, S Jamali, MK Akbari, B Javadi - Cloud Computing: 4th …, 2014 - Springer
Cloud computing provides more reliable and flexible access to IT resources, which
differentiates it from other distributed computer paradigms. Managing the applications …

Resource usage cost optimization in cloud computing using machine learning

P Osypanka, P Nawrocki - IEEE Transactions on Cloud …, 2020 - ieeexplore.ieee.org
Cloud computing is gaining popularity among small and medium-sized enterprises. The cost
of cloud resources plays a significant role for these companies and this is why cloud …

Application of machine learning optimization in cloud computing resource scheduling and management

Y Zhang, B Liu, Y Gong, J Huang, J Xu… - Proceedings of the 5th …, 2024 - dl.acm.org
In recent years, cloud computing has been widely used. Cloud computing refers to the
centralized computing resources, users through the access to the centralized resources to …

Energy-aware virtual machine allocation for cloud with resource reservation

X Zhang, T Wu, M Chen, T Wei, J Zhou, S Hu… - Journal of Systems and …, 2019 - Elsevier
To reduce the price of pay-as-you-go style cloud applications, an increasing number of
cloud service providers offer resource reservation-based services that allow tenants to …