[PDF][PDF] A Review of Dynamic Resource Management in Cloud Computing Environments.

M Aldossary - Computer Systems Science & Engineering, 2021 - academia.edu
resource management issues and the impact of VMs consolidation and resource provisioning
in cloud computing … the development of predictive resource management techniques, by …

Machine learning (ML)-centric resource management in cloud computing: A review and future directions

T Khan, W Tian, G Zhou, S Ilager, M Gong… - Journal of Network and …, 2022 - Elsevier
… use in cloud computing. Then we look at resource management challenges in cloud
computing, categorise them based on various aspects of resource management types such as …

Efficient computing resource sharing for mobile edge-cloud computing networks

Y Zhang, X Lan, J Ren, L Cai - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
… can share their computing resources with each other in the … the computing resource
management at the MEC and the cloud as … We solve the computing resource management

Stable and efficient resource management using deep neural network on cloud computing

B Jeong, S Baek, S Park, J Jeon, YS Jeong - Neurocomputing, 2023 - Elsevier
Resource management autoscaling in a cloud computing service guarantees the high
availability and extensibility of applications and services. Horizontal pod autoscaling (HPA) does …

Resource management techniques for cloud/fog and edge computing: An evaluation framework and classification

A Mijuskovic, A Chiumento, R Bemthuis, A Aldea… - Sensors, 2021 - mdpi.com
… on resource management techniques in … resource management techniques. Concluding,
this review highlights opportunities of using resource management techniques within the cloud/…

Efficient resource management and workload allocation in fog–cloud computing paradigm in IoT using learning classifier systems

M Abbasi, M Yaghoobikia, M Rafiee, A Jolfaei… - Computer …, 2020 - Elsevier
… algorithms for resource management and allocation of computation load. One of the
algorithms can learn the policy of discharging dynamic workloads into the cloud and creating an …

Resource management in a peer to peer cloud network for IoT

A Javadpour, G Wang, S Rezaei - Wireless Personal Communications, 2020 - Springer
… address IoT resource management issues in cloud computing services. We discuss the
bottlenecks of cloud networks for IoT services such as mobility. We review Fog computing in IoT …

Design, resource management, and evaluation of fog computing systems: a survey

I Martinez, AS Hafid, A Jarray - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
cloud computing. The resulting network congestion in the cloud, coupled with the distance of
cloud … Fog computing has been introduced as an alternative to cloud, providing low-latency …

A holistic view on resource management in serverless computing environments: Taxonomy and future directions

A Mampage, S Karunasekera, R Buyya - ACM Computing Surveys …, 2022 - dl.acm.org
… covering the broader concept of resource management in serverless … cloud computing
networks. We also analyse existing works discussing aspects of serverless resource management

Forecasting Cloud Application Workloads With CloudInsight for Predictive Resource Management

IK Kim, W Wang, Y Qi… - … on Cloud Computing, 2020 - ieeexplore.ieee.org
… 5.1 Simulation Setup We design a representative resource management system of cloud
resources as shown in Fig. 15. We embed CloudInsight and the four baselines (SVM, ARIMA, …