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
Healthcare big data processing mechanisms: The role of cloud computing
Lila Rajabion,Abdusalam Abdulla Shaltooki,Masoud Taghikhah,Amirhossein Ghasemi,Arshad Badfar +4 more
TL;DR: The drawbacks and benefits of the reviewed mechanisms have been discussed and the main challenges of these mechanisms are highlighted for developing more efficient healthcare big data processing techniques over cloud computing in the future.
Journal ArticleDOI
Virtual Machine Placement Algorithm for Both Energy-Awareness and SLA Violation Reduction in Cloud Data Centers
Zhou Zhou,Zhigang Hu,Keqin Li +2 more
TL;DR: The experimental results show that the proposed algorithms efficiently reduce energy consumption and SLA violation and are verified by CloudSim toolkit utilizing real-world workload.
Journal ArticleDOI
A taxonomic survey on load balancing in cloud
Avnish Thakur,Major Singh Goraya +1 more
TL;DR: A systematic survey of the state-of-the-art load balancing algorithms proposed for cloud computing environment is presented by proposing a novel taxonomy of load balancing algorithm in cloud by employing optimal resource allocation and workload distribution approaches both at schedule time and runtime.
Proceedings ArticleDOI
Live VM migration techniques in cloud environment — A survey
TL;DR: This paper presents a detailed survey on Live Migration of Virtual machines in cloud environment for achieving Energy efficiency, Load Balancing and High availability of physical servers in Cloud Data center.
Journal ArticleDOI
Cloud resource allocation schemes: review, taxonomy, and opportunities
Abdullah Yousafzai,Abdullah Gani,Rafidah Md Noor,Mehdi Sookhak,Hamid Talebian,Muhammad Shiraz,Muhammad Khurram Khan +6 more
TL;DR: Current state-of-the-art cloud resource allocation schemes are extensively reviewed to highlight their strengths and weaknesses and a thematic taxonomy is presented based on resource allocation optimization objectives to classify the existing literature.
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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