Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing
TLDR
An architectural framework and principles for energy-efficient Cloud computing are defined and the proposed energy-aware allocation heuristics provision data center resources to client applications in a way that improves energy efficiency of the data center, while delivering the negotiated Quality of Service (QoS).About:
This article is published in Future Generation Computer Systems.The article was published on 2012-05-01 and is currently open access. It has received 2511 citations till now. The article focuses on the topics: Cloud computing & Utility computing.read more
Figures
Fig. 10. The network optimization. 
Fig. 11. The temperature optimization. 
Fig. 9. The optimization over multiple resources. 
Fig. 3. The mean energy consumption by the MM policy for different values of the utilization thresholds. 
Fig. 2. The energy consumption and SLA violations by the ST policy. 
Fig. 8. The distribution of the time until a host is switched to the sleep mode.
Citations
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Journal ArticleDOI
Towards Green Cloud Computing an Algorithmic Approach for Energy Minimization in Cloud Data Centers
TL;DR: An efficient energy optimization framework based on dynamic resource scheduling for VM migration in cloud data centers and dynamic scheduling of servers based on sequential search, random search, and a maximum fairness search for convenient allocation and higher utilization of resources is presented.
Journal ArticleDOI
Cost-Aware Streaming Workflow Allocation on Geo-Distributed Data Centers
TL;DR: A streaming workflow allocation algorithm that takes into consideration the characteristics of streaming work and the price diversity among geo-distributed DCs, to further achieve the goal of cost minimization for streaming big data processing.
Journal ArticleDOI
Energy-efficient virtual machine selection based on resource ranking and utilization factor approach in cloud computing for IoT
TL;DR: An energy-efficient resource ranking and utilization factor-based virtual machine selection (ERVS) approach that evaluates overloaded and underloaded hosts and types of VM by predicting CPU utilization rate and energy consumption and enhances the resource utilization rate, reducing the number of live VM migrations.
Proceedings ArticleDOI
The Benefits of a Disaggregated Data Centre: A Resource Allocation Approach
TL;DR: A disaggregated data centre network architecture is proposed, the first scheduling algorithm specifically designed for disaggregation computing is presented and the benefits that disaggregation will bring to operators are demonstrated.
Journal ArticleDOI
A Multi-Analytical Approach to Predict the Determinants of Cloud Computing Adoption in Higher Education Institutions
Yousef A. M. Qasem,Shahla Asadi,Rusli Abdullah,Yusmadi Yah,Rodziah Atan,Mohammed A. Al-Sharafi,Amr Abdullatif Yassin +6 more
TL;DR: The results showed that technology readiness is the most important predictor for CC adoption, followed by security and competitive pressure, and the results can be used by decision-makers to develop strategies for adopting CC services in their institutions.
References
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Journal ArticleDOI
A view of cloud computing
Michael Armbrust,Armando Fox,Rean Griffith,Anthony D. Joseph,Randy H. Katz,Andy Konwinski,Gunho Lee,David A. Patterson,Ariel Rabkin,Ion Stoica,Matei Zaharia +10 more
TL;DR: The clouds are clearing the clouds away from the true potential and obstacles posed by this computing capability.
Journal ArticleDOI
Xen and the art of virtualization
Paul Barham,Boris Dragovic,Keir Fraser,Steven Hand,Tim Harris,Alex Ho,Rolf Neugebauer,Ian Pratt,Andrew Warfield +8 more
TL;DR: Xen, an x86 virtual machine monitor which allows multiple commodity operating systems to share conventional hardware in a safe and resource managed fashion, but without sacrificing either performance or functionality, considerably outperform competing commercial and freely available solutions.
Journal ArticleDOI
Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility
TL;DR: This paper defines Cloud computing and provides the architecture for creating Clouds with market-oriented resource allocation by leveraging technologies such as Virtual Machines (VMs), and provides insights on market-based resource management strategies that encompass both customer-driven service management and computational risk management to sustain Service Level Agreement (SLA) oriented resource allocation.
Journal ArticleDOI
CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
TL;DR: The result of this case study proves that the federated Cloud computing model significantly improves the application QoS requirements under fluctuating resource and service demand patterns.
Proceedings ArticleDOI
Live migration of virtual machines
Christopher Clark,Keir Fraser,Steven Hand,Jacob Gorm Hansen,Eric Jul,Christian Limpach,Ian Pratt,Andrew Warfield +7 more
TL;DR: The design options for migrating OSes running services with liveness constraints are considered, the concept of writable working set is introduced, and the design, implementation and evaluation of high-performance OS migration built on top of the Xen VMM are presented.
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