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Towards an Energy-Aware Cloud Architecture for Smart Grids [chapter]

Richard Kavanagh, Django Armstrong, Karim Djemame, Davide Sommacampagna, Lorenzo Blasi
2016 Lecture Notes in Computer Science  
Such monitoring and prediction provides the groundwork for providers passing on energy consumption costs to end users.  ...  Smart grids offers the prospect of dynamic costs for a data center's energy usage.  ...  Acknowledgements This work has received support through the EU 7th Framework Programme for research, technological development and demonstration under Grant Agreement no 610874 as part of the ASCETiC project  ... 
doi:10.1007/978-3-319-43177-2_13 fatcat:ymzjof3arbakzfamnf4pge66ny

A survey of mathematical models, simulation approaches and testbeds used for research in cloud computing

Georgia Sakellari, George Loukas
2013 Simulation modelling practice and theory  
The first hurdle for carrying out research on cloud computing is the development of a suitable research platform.  ...  By providing the landscape of research platforms for cloud systems, our aim is to help researchers identify a suitable approach for modelling, simulation or prototype implementation on which they can develop  ...  In [13] , the same research group have modelled the power consumption of an IaaS cloud server as a linear function of the CPU utilisation and the performance degradation cost of migrating a virtual machine  ... 
doi:10.1016/j.simpat.2013.04.002 fatcat:i2tyh6xsb5dt3p7ktaucrp5uta

Performance Evaluation of Energy Efficient Power Models for Digital Cloud

Soumya Ranjan Jena, V. Vijayaraja, Aditya Kumar Sahu
2016 Indian Journal of Science and Technology  
Methods: Here we considered the CPU utilization and power consumption by enabling virtual machine migration.  ...  Objectives: In our research work we have implemented four different power models such as linear model, cubic model, square model and square root model on an Infrastructure-as-a-Service (IaaS) Cloud environment  ...  Authors in 15 outlined the rudimental ideas behind the services that compare the total cost of ownership of a physical machine with the cost of a virtual Cloud-based machine.  ... 
doi:10.17485/ijst/2016/v9i48/105639 fatcat:gqb2llry7zbktetbllpez4cz3y

Green Cloud: An Algorithmic Approach

K. Mukherjee, G. Sahoo
2010 International Journal of Computer Applications  
The data centre hosting cloud application needs huge consumption of energy, which is subsequently responsible for the emission of carbon dioxide gas, which aggravates global warming-a threat to existence  ...  Here we have introduced noble algorithm for proper utilization of energy for cloud computing. We have validated our study by a set of experiments using Ubuntu's 10.04 Server editions.  ...  INTRODUCTION Cloud computing [16] has given a new orientation of computing based on "pay as you use" model.  ... 
doi:10.5120/1417-1914 fatcat:xcfnrmt3lbet3aapu4j7djmfu4

A Conceptual Framework for Realizing Energy Efficient Resource Allocation in Cloud Data Centre

M. J. Usman, A .S. Ismail, H. Chizari, A.Y. Gital, A. Aliyu
2016 Indian Journal of Science and Technology  
Objectives: To present the state of the art on energy efficient frameworks in cloud computing environments Methods/ Statistical Analysis: To propose a conceptual framework for energy efficient IaaS (Infrastructure  ...  Findings: The approach is based on virtualization and consolidation technique that enables on-demand and dynamic resource allocation while minimizing energy consumption and carbon emission of the data  ...  Users and or consumers of cloud services, acquire resources from cloud service provider based on IaaS model.  ... 
doi:10.17485/ijst/2016/v9i46/107108 fatcat:kcthcdvpijea7irdehkcvfmnea

Energy-aware cost prediction and pricing of virtual machines in cloud computing environments

Mohammad Aldossary, Karim Djemame, Ibrahim Alzamil, Alexandros Kostopoulos, Antonis Dimakis, Eleni Agiatzidou
2019 Future generations computer systems  
VMs based on their resource usage and power consumption.  ...  The evaluation on a Cloud testbed show that the proposed energy-aware cost prediction framework is capable of predicting the workload, power consumption and estimating total cost of the VMs with good prediction  ...  Acknowledgment The authors would like to thank the European Commission for supporting this work under FP7 contract 610874 (ASCETiC project) and Horizon 2020 contract 687584 (TANGO project).  ... 
doi:10.1016/j.future.2018.10.027 fatcat:ps34ostxtjeghkals42nuqthym

An Adaptive Deployment Algorithm for IaaS Cloud Virtual Machines Based on Q Learning Mechanism

Shuguang Chen, Mu Zhou
2021 Journal of Sensors  
In order to solve the above problems, an adaptive deployment algorithm for IaaS cloud virtual machines based on Q learning mechanism is proposed in this research.  ...  The multistep Q learning algorithm is used to schedule the virtual machines based on the Q learning mechanism to complete the adaptive deployment of the IaaS cloud virtual machines.  ...  An adaptive deployment algorithm for IaaS cloud virtual machines based on the Q learning mechanism is proposed. First, the deployment problem of the IaaS cloud virtual machines is analyzed.  ... 
doi:10.1155/2021/2119993 fatcat:6gi7ppdhqfdvtewnp5jzwuhyve

Energy-efficient Scheduling of Cloud Data Center Servers

Optimizing server and network energy consumption in information centers can therefore decrease operating costs.  ...  A new method of reducing the energy utilization of computer systems and networks in data centers while meeting the requirements of the cloud tenants for quality of service (QoS) is proposed here in this  ...  In the virtualized information centers, energy consumption may be reduced by deciding which physical server should be placed on a virtual machine (VM).  ... 
doi:10.35940/ijitee.k1759.0981119 fatcat:xyxlpsectzeznm2esstdeokmia

Resource Management of IaaS Providers in Cloud Federation

Behnam Bagheri Ghavam Abadi, Mostafa Ghobaei Arani
2015 International Journal of Grid and Distributed Computing  
We have presented an approach in this paper to reduce power consumption for IaaS Providers, by choosing the most appropriate host and allocating the best virtual machine which leads to satisfy users requests  ...  High energy consumption is one of the current challenges for cloud providers; also it should be discussed and researched about providers' profit as an important issue.  ...  [17] have designed a data communication model for the members of a cloud confederation, and develop an algorithm and a model for cost calculation, which enhances the decision making process over all  ... 
doi:10.14257/ijgdc.2015.8.5.32 fatcat:mejnecvbtba7vmeeels24x4kpy

A Review on Scheduling in Cloud Computing

Sujitha A, Gunasekar K
2016 International Journal of UbiComp  
Cloud computing is the requirement based on clients that this computing which provides software, infrastructure and platform as a service as per pay for use norm.  ...  The survey gives an elaborate idea about grid, cloud, workflow scheduling to minimize the energy cost, efficiency and throughput of the system.  ...  Virtual Machine Scheduling for Improving Energy Efficiency in IAAS Cloud VM-Mig algorithm Number of VM Total energy consumption Changing traffic between VM This paper reduces the Quantity of  ... 
doi:10.5121/iju.2016.7302 fatcat:afwp3yravjhbfm3yct5ux2enui

Causes of Energy Wastage in Cloud Data Centre Servers : A Survey

Kenga Mosoti Derdus, Vincent Oteke Omwenga, Patrick Job Ogao
2019 International Journal of Scientific Research in Computer Science Engineering and Information Technology  
In this paper, we elaborate on the concept of cloud computing and virtualization.  ...  Unfortunately, datacenters consume a lot of energy, which currently stands at 3% of global electrical energy consumption.  ...  Form the term, we can identify that such a cloud is based on the IaaS service model and public deployment model.  ... 
doi:10.32628/cseit1953139 fatcat:6jar3cefuzfq7gkometgbfotnm

Review on Various Energy-Aware and SLA Violation Reduction Techniques

Praveen Shukla, R. K. Pateriya
2015 International Journal of Computer Applications  
In Cloud environment, to reduce SLA violation there are numerous techniques available but cloud provider select those which are best suited for application requirement and user demand.  ...  This paper presents detailed review on the various SLA violation reduction techniques. Keywords Cloud service provider (CSP), SLA violation.  ...  utilization of host Reduces Energy consumption and SLA violation SLA-based Virtual Machine Management for Heterogeneous Workloadsin a Cloud Datacenter Admission control and SLA based scheduling  ... 
doi:10.5120/20594-3070 fatcat:jdugvfun5nfcbe6uyica4dqevi

A Survey on Energy Aware Resource Allocation for Cloud Computing

Pragya Matre, Dr. Sanjay Silakari, Asst. Prof. Uday Chourasia
2016 International Journal of Engineering Research and  
Energy is been a critical issue in cloud computing. In this paper a survey is done on energy aware resource allocation in cloud.  ...  As resource allocation in cloud is a NP-Hard problem; so several exact solutions and approximate solutions are proposed.  ...  In [22] , Sarji et al. propose two different models for the energy consumption of a cloud server when switching it to operational mode from a sleep mode or from an off state.  ... 
doi:10.17577/ijertv5is020639 fatcat:cs27vtwwnncqhepegpqoxoauuu

Resource Allocation in Cloud Computing for Energy Efficiency

2019 International Journal of Engineering and Advanced Technology  
Cloud computing is a paradigm in which we have virtualized computer systems that deliver services, processing, storage, network, and other fundamental computing resources.  ...  There is a lack of research that addresses challenges of managing multiple resources with objective of allocating enough resources for each work load to optimizing power consumption.  ...  CLOUD COMPUTING TYPES Three cloud computing services are split by suppliers based on capacity and model [1] . A. Infrastructure as a service (IAAS) B. Platform as a service and (PAAS) C.  ... 
doi:10.35940/ijeat.f8356.088619 fatcat:lo2up2xwqzdsfixl53esvt54xi

Energy-Aware Cloud Computing Simulators: A State of the Art Survey

Ammara Sajjad, Aleena Aqdus Khan, Muhammad Aleem
2018 International Journal of Applied Mathematics Electronics and Computers  
The high energy consumption causes a high operating cost and involves a large amount of carbon dioxide emissions that are harmful to the atmosphere.  ...  For comparison, several characteristics, functions, and models are employed for most famous energy aware Cloud simulators such as Green Cloud, CloudSim, iCanCloud, CloudAnalyst, NetworkCloudSim, and CloudReports  ...  SLAs are met at a minimal cost for consumers in CloudAnalyst. A time-shared policy is used to resource scheduling for virtual machines in CloudAnalyst.  ... 
doi:10.18100/ijamec.2018241182 fatcat:vl5jsvoopnca3plt2wp2dtjcna
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