QoS-aware autonomic resource management in cloud computing: a systematic review

S Singh, I Chana - ACM Computing Surveys (CSUR), 2015 - dl.acm.org
As computing infrastructure expands, resource management in a large, heterogeneous, and
distributed environment becomes a challenging task. In a cloud environment, with …

Management of service level agreements for cloud services in IoT: A systematic mapping study

S Mubeen, SA Asadollah, AV Papadopoulos… - IEEE …, 2017 - ieeexplore.ieee.org
Cloud computing and Internet of Things (IoT) are computing technologies that provide
services to consumers and businesses, allowing organizations to become more agile and …

An autonomic resource provisioning approach for service-based cloud applications: A hybrid approach

M Ghobaei-Arani, S Jabbehdari… - Future Generation …, 2018 - Elsevier
In cloud computing environment, resources can be dynamically provisioned on deman for
cloud services The amount of the resources to be provisioned is determined during runtime …

Novel energy and SLA efficient resource management heuristics for consolidation of virtual machines in cloud data centers

E Arianyan, H Taheri, S Sharifian - Computers & Electrical Engineering, 2015 - Elsevier
Proliferation of IT services provided by cloud service delivery model as well as diverse range
of cloud users have led to the establishment of huge energy hungry data centers all around …

CHOPPER: an intelligent QoS-aware autonomic resource management approach for cloud computing

SS Gill, I Chana, M Singh, R Buyya - Cluster Computing, 2018 - Springer
Cloud computing is the future generation of computational services delivered over the
Internet. As cloud infrastructure expands, resource management in such a large …

Cost-efficient and robust on-demand video transcoding using heterogeneous cloud services

X Li, MA Salehi, M Bayoumi, NF Tzeng… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Video streams, either in the form of Video On-Demand (VOD) or live streaming, usually have
to be converted (ie, transcoded) to match the characteristics of viewers' devices (eg, in terms …

Resource provisioning based scheduling framework for execution of heterogeneous and clustered workloads in clouds: from fundamental to autonomic offering

SS Gill, R Buyya - Journal of Grid Computing, 2019 - Springer
Provisioning of adequate resources to cloud workloads depends on the Quality of Service
(QoS) requirements of these cloud workloads. Based on workload requirements (QoS) of …

A systematic review of service level management in the cloud

F Faniyi, R Bahsoon - ACM Computing Surveys (CSUR), 2015 - dl.acm.org
Cloud computing make it possible to flexibly procure, scale, and release computational
resources on demand in response to workload changes. Stakeholders in business and …

A deep learning-based resource usage prediction model for resource provisioning in an autonomic cloud computing environment

MS Al-Asaly, MA Bencherif, A Alsanad… - Neural Computing and …, 2022 - Springer
Cloud computing enables clients to acquire cloud resources dynamically and on demand for
their cloud applications and services. For cloud providers, especially, Software as a Service …

Scalable virtual machine migration using reinforcement learning

AR Hummaida, NW Paton, R Sakellariou - Journal of Grid Computing, 2022 - Springer
Heuristic approaches require fixed knowledge of how resource allocation should be carried
out, and this can be limiting when managing variable cloud workloads. Solutions based on …