An efficient forecasting approach for resource utilization in cloud data center using CNN-LSTM model

S Ouhame, Y Hadi, A Ullah - Neural Computing and Applications, 2021 - Springer
Cloud computing provides different kind of services for users and provides with the help of
internet. The Infrastructure as a service is a service model that provides virtual computing …

[PDF][PDF] Load balancing in cloud computing: issues and challenges

K Balaji, PS Kiran, MS Kumar - Turkish Journal of Computer and …, 2021 - researchgate.net
The evolution of IT led Cloud computing technology emerge as a new prototype in providing
the services to its users on rented basis at any time or place. Considering the flexibility of …

Efficient autonomic and elastic resource management techniques in cloud environment: taxonomy and analysis

MAN Saif, SK Niranjan, HDE Al-Ariki - Wireless Networks, 2021 - Springer
Resource management (RM) is a challenging task in a cloud computing environment where
a large number of virtualized, heterogeneous, and distributed resources are hosted in the …

[HTML][HTML] Adaptive sliding windows for improved estimation of data center resource utilization

W Iqbal, JL Berral, D Carrera - Future Generation Computer Systems, 2020 - Elsevier
Accurate prediction of data center resource utilization is required for capacity planning, job
scheduling, energy saving, workload placement, and load balancing to utilize the resources …

CloudAIBus: a testbed for AI based cloud computing environments

S Velu, SS Gill, SS Murugesan, H Wu, X Li - Cluster Computing, 2024 - Springer
Smart resource allocation is essential for optimising cloud computing efficiency and
utilisation, but it is also very challenging as traditional approaches often overprovision CPU …

A cloud resource management framework for multiple online scientific workflows using cooperative reinforcement learning agents

A Asghari, MK Sohrabi, F Yaghmaee - Computer Networks, 2020 - Elsevier
Cloud is a common distributed environment to share strong and available resources to
increase the efficiency of complex and heavy calculations. In return for the cost paid by cloud …

QoS-DPSO: QoS-aware task scheduling for cloud computing system

W **g, C Zhao, Q Miao, H Song, G Chen - Journal of Network and …, 2021 - Springer
Dynamic provisioning of computational resources in cloud computing system is a
challenging problem. With many VMs being deployed in clouds, managing so much …

Fog-based architecture for scheduling multiple workflows with high availability requirement

F Davami, S Adabi, A Rezaee, AM Rahmani - Computing, 2022 - Springer
Given the significant development of the Internet of Things (IoT) in recent years as well as
the growing need for data around the world, cloud computing alone is not able to manage …

The views, measurements and challenges of elasticity in the cloud: A review

A Barnawi, S Sakr, W **ao, A Al-Barakati - Computer Communications, 2020 - Elsevier
Elasticity is one of the most important characteristics of cloud computing paradigm which
enables deployed application to dynamically adapt to a changing demand by acquiring and …

Cloud-based computational data-enabled predictive control

L Dai, T Huang, R Gao, Y Zhang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
This article considers the data-driven optimal control problem for unknown linear systems
subject to system constraints from a computation efficiency improvement perspective. We …