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 …

Energy efficient computing, clusters, grids and clouds: A taxonomy and survey

M Zakarya, L Gillam - Sustainable Computing: Informatics and Systems, 2017 - Elsevier
Cloud computing continues to play a major role in transforming the IT industry by facilitating
elastic on-demand provisioning of computational resources including processors, storage …

Migration modeling and learning algorithms for containers in fog computing

Z Tang, X Zhou, F Zhang, W Jia… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Fog Computing (FC) is a flexible architecture to support distributed domain-specific
applications with cloud-like quality of service. However, current FC still lacks the mobility …

DRL-cloud: Deep reinforcement learning-based resource provisioning and task scheduling for cloud service providers

M Cheng, J Li, S Nazarian - 2018 23rd Asia and South pacific …, 2018 - ieeexplore.ieee.org
Cloud computing has become an attractive computing paradigm in both academia and
industry. Through virtualization technology, Cloud Service Providers (CSPs) that own data …

Dynamic heterogeneity-aware resource provisioning in the cloud

Q Zhang, MF Zhani, R Boutaba… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Data centers consume tremendous amounts of energy in terms of power distribution and
cooling. Dynamic capacity provisioning is a promising approach for reducing energy …

Dynamic resource scheduling in mobile edge cloud with cloud radio access network

X Wang, K Wang, S Wu, S Di, H Jin… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Nowadays, by integrating the cloud radio access network (C-RAN) with the mobile edge
cloud computing (MEC) technology, mobile service provider (MSP) can efficiently handle the …

Venice: Reliable virtual data center embedding in clouds

Q Zhang, MF Zhani, M Jabri… - IEEE INFOCOM 2014 …, 2014 - ieeexplore.ieee.org
Cloud computing has become a cost-effective model for deploying online services in recent
years. To improve the Quality-of-Service (QoS) of the provisioned services, recently a …

FESTAL: Fault-tolerant elastic scheduling algorithm for real-time tasks in virtualized clouds

J Wang, W Bao, X Zhu, LT Yang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
As clouds have been deployed widely in various fields, the reliability and availability of
clouds become the major concern of cloud service providers and users. Thereby, fault …

A load prediction model for cloud computing using PSO-based weighted wavelet support vector machine

W Zhong, Y Zhuang, J Sun, J Gu - Applied Intelligence, 2018 - Springer
In order to reduce the energy consumption in the cloud data center, it is necessary to make
reasonable scheduling of resources in the cloud. The accurate prediction for cloud …

An efficient resource monitoring service for fog computing environments

SK Battula, S Garg, J Montgomery… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the increasing number of Internet of Things (IoT) devices, the volume and variety of
data being generated by these devices are increasing rapidly. Cloud computing cannot …