Survey on prediction models of applications for resources provisioning in cloud

M Amiri, L Mohammad-Khanli - Journal of Network and Computer …, 2017 - Elsevier
According to the dynamic nature of cloud and the rapid growth of the resources demand in it,
the resource provisioning is one of the challenging problems in the cloud environment. The …

Elasticity in cloud computing: a survey

EF Coutinho, FR de Carvalho Sousa, PAL Rego… - annals of …, 2015 - Springer
Cloud computing is now a well-consolidated paradigm for on-demand services provisioning
on a pay-as-you-go model. Elasticity, one of the major benefits required for this computing …

A survey on FinTech

K Gai, M Qiu, X Sun - Journal of Network and Computer Applications, 2018 - Elsevier
As a new term in the financial industry, FinTech has become a popular term that describes
novel technologies adopted by the financial service institutions. This term covers a large …

Deadline-based dynamic resource allocation and provisioning algorithms in fog-cloud environment

RK Naha, S Garg, A Chan, SK Battula - Future Generation Computer …, 2020 - Elsevier
The Fog computing paradigm is becoming prominent in supporting time-sensitive
applications that are related to the smart Internet of Things (IoT) services, such as smart city …

An efficient deep learning model to predict cloud workload for industry informatics

Q Zhang, LT Yang, Z Yan, Z Chen… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Deep learning, as the most important architecture of current computational intelligence,
achieves super performance to predict the cloud workload for industry informatics. However …

Deep configuration performance learning: A systematic survey and taxonomy

J Gong, T Chen - ACM Transactions on Software Engineering and …, 2024 - dl.acm.org
Performance is arguably the most crucial attribute that reflects the quality of a configurable
software system. However, given the increasing scale and complexity of modern software …

Cloud resource provisioning: survey, status and future research directions

S Singh, I Chana - Knowledge and Information Systems, 2016 - Springer
Cloud resource provisioning is a challenging job that may be compromised due to
unavailability of the expected resources. Quality of Service (QoS) requirements of workloads …

Approaches for optimizing virtual machine placement and migration in cloud environments: A survey

MC Silva Filho, CC Monteiro, PRM Inácio… - Journal of Parallel and …, 2018 - Elsevier
Cloud computing is a model for providing computing resources as a utility which faces
several challenges on management of virtualized resources. Accordingly, virtual machine …

Biphase adaptive learning-based neural network model for cloud datacenter workload forecasting

J Kumar, D Saxena, AK Singh, A Mohan - Soft Computing, 2020 - Springer
Cloud computing promises elasticity, flexibility and cost-effectiveness to satisfy service level
agreement conditions. The cloud service providers should plan and provision the computing …

A survey and taxonomy of self-aware and self-adaptive cloud autoscaling systems

T Chen, R Bahsoon, X Yao - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Autoscaling system can reconfigure cloud-based services and applications, through various
configurations of cloud software and provisions of hardware resources, to adapt to the …