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
Citations
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Journal ArticleDOI
A low-level resource allocation in an agent-based Cloud Computing platform
TL;DR: The evaluation was carried out through experiments in a real Cloud environment, thus proving the validity of the proposed approach, which has undeniable improvements such us computational load distribution and reduced computation time.
Journal ArticleDOI
A Measurement-Based Characterization of the Energy Consumption in Data Center Servers
TL;DR: This study proves that the curve defining the minimal CPU power utilization, as a function of the load in active cycles per second, is neither concave nor purely convex, and definitively shows a super-linear dependence on the load.
Proceedings ArticleDOI
Autonomic Resource Allocation for Cloud Data Centers: A Peer to Peer Approach
TL;DR: A Peer to Peer (P2P) resource management framework, comprised of a number of agents, overlayed as a scale-free network, which can achieve promising levels of performance and scalability when dealing with large number of servers and placement requests.
Journal ArticleDOI
Thermal Prediction for Efficient Energy Management of Clouds Using Machine Learning
TL;DR: This work investigates several machine learning models to accurately predict the host temperature and proposes a gradient boosting machine learning model for temperature prediction and a dynamic scheduling algorithm to minimize the peak temperature of hosts.
Book ChapterDOI
Management and Orchestration of Network Slices in 5G, Fog, Edge, and Clouds
TL;DR: This chapter surveys all the relevant aspects of network slicing, with the focus on networking technologies such as Software-defined networking (SDN) and Network Function Virtualization (NFV) in 5G, Fog/Edge and Cloud Computing platforms.
References
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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.
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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.
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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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