Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey

TL Duc, RG Leiva, P Casari, PO Östberg - ACM Computing Surveys …, 2019 - dl.acm.org
Large-scale software systems are currently designed as distributed entities and deployed in
cloud data centers. To overcome the limitations inherent to this type of deployment …

A survey on virtual machine migration and server consolidation frameworks for cloud data centers

RW Ahmad, A Gani, SHA Hamid, M Shiraz… - Journal of network and …, 2015 - Elsevier
Abstract Modern Cloud Data Centers exploit virtualization for efficient resource management
to reduce cloud computational cost and energy budget. Virtualization empowered by virtual …

Task scheduling and VM placement to resource allocation in Cloud computing: challenges and opportunities

K Saidi, D Bardou - Cluster Computing, 2023 - Springer
Recently, there has been growing interest in distributed models for addressing issues
related to Cloud computing environments, particularly resource allocation. This involves two …

Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers

SY Hsieh, CS Liu, R Buyya, AY Zomaya - Journal of Parallel and Distributed …, 2020 - Elsevier
In the age of the information explosion, the energy demand for cloud data centers has
increased markedly; hence, reducing the energy consumption of cloud data centers is …

Cloud brokering mechanisms for optimized placement of virtual machines across multiple providers

J Tordsson, RS Montero, R Moreno-Vozmediano… - Future generation …, 2012 - Elsevier
In the past few years, we have witnessed the proliferation of a heterogeneous ecosystem of
cloud providers, each one with a different infrastructure offer and pricing policy. We explore …

OPTIMIS: A holistic approach to cloud service provisioning

AJ Ferrer, F Hernández, J Tordsson, E Elmroth… - Future Generation …, 2012 - Elsevier
We present fundamental challenges for scalable and dependable service platforms and
architectures that enable flexible and dynamic provisioning of cloud services. Our findings …

Resource provision algorithms in cloud computing: A survey

J Zhang, H Huang, X Wang - Journal of network and computer applications, 2016 - Elsevier
Efficient resource provision which can guarantee the satisfactory cloud computing services
to the end user, lays the foundation for the success of commercial competition. In the Iaas …

Sustainable computing across datacenters: A review of enabling models and techniques

M Zakarya, AA Khan, MRC Qazani, H Ali… - Computer Science …, 2024 - Elsevier
The growth rate in big data and internet of things (IoT) is far exceeding the computer
performance rate at which modern processors can compute on the massive amount of data …

A survey of data center consolidation in cloud computing systems

L Helali, MN Omri - Computer Science Review, 2021 - Elsevier
Virtualization technology is the backbone of cloud systems, the fastest-growing energy
consumers, globally. It holds an imperative position in the resource management area by …

Energy efficient vm scheduling for cloud data centers: Exact allocation and migration algorithms

C Ghribi, M Hadji, D Zeghlache - 2013 13th IEEE/ACM …, 2013 - ieeexplore.ieee.org
This paper presents two exact algorithms for energy efficient scheduling of virtual machines
(VMs) in cloud data centers. Modeling of energy aware allocation and consolidation to …