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Energy-Aware Scheduling in Virtualized Datacenters

Inigo Goiri, Ferran Julia, Ramon Nou, Josep Ll. Berral, Jordi Guitart, Jordi Torres
2010 2010 IEEE International Conference on Cluster Computing  
In this paper, we present a dynamic job scheduling policy for power-aware resource allocation in a virtualized datacenter.  ...  The reduction of energy consumption in large-scale datacenters is being accomplished through an extensive use of virtualization, which enables the consolidation of multiple workloads in a smaller number  ...  The reduction of energy consumption in large-scale datacenters is being accomplished through an extensive use of virtualization.  ... 
doi:10.1109/cluster.2010.15 dblp:conf/cluster/GoiriJNBGT10 fatcat:kwrasovrvvf7dklcwzconqph7e

Green Energy Aware Scheduling Problem in Virtualized Datacenters

Gilles Madi Wamba, Yunbo Li, Anne-Cecile Orgerie, Nicolas Beldiceanu, Jean-Marc Menaud
2017 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS)  
First we formalize the green energy aware scheduling problem (GEASP) and propose a global model based on constraint programming as well as a search heuristic to solve it efficiently.  ...  Scheduling heuristics have been proposed to optimize the resource usage of data center so as to take down the energy consumption.  ...  ACKNOWLEDGMENTS This work has received a French state support granted to the CominLabs excellence laboratory and managed by the National Research Agency in the "Investing for the Future" program under  ... 
doi:10.1109/icpads.2017.00089 dblp:conf/icpads/Madi-WambaLOBM17 fatcat:z7ors6q3f5c5xkrfc545m3vavi

Energy-aware and revenue-enhancing Combinatorial Scheduling in Virtualized of Cloud Datacenter

Zhiming Wang, Kai Shuang, Long Yang, Fangchun Yang
2012 Journal of Convergence Information Technology  
of communication and QoS of cloud datacenter in minimizing finish time.  ...  As the scale of cloud datacenter becomes larger and larger, the energy consumption and revenue enhancing of the cloud datacenter will grow rapidly.  ...  Experimental setup Energy-aware and revenue-enhancing Combinatorial Scheduling in Virtualized of Cloud Datacenter Zhiming Wang, Kai Shuang, Long Yang, Fangchun Yang In this subsection, the performance  ... 
doi:10.4156/jcit.vol7.issue1.8 fatcat:vm3xgbzm6vdiho6m24tsb4fgcm

Energy Management Techniques for Cloud Based Environment

Neenu Juneja, Chamkaur Singh, Krishan Tuli
2020 International Journal of Scientific Research in Computer Science Engineering and Information Technology  
Keywords: Cloud computing, Collocated virtual machines, Live migration, Load balancing, Resource scheduling  ...  From here comes the importance of scheduling virtual resources to get the maximum utilization of physical resources.  ...  In [30] , an energy-aware virtual machine scheduling algorithm has been proposed named as dynamic round robin algorithm.  ... 
doi:10.32628/cseit206293 fatcat:u4dxre7eyzdlzpsnlrptdhh4mu

Minimizing Energy Consumption in Cloud Datacenters using Task Consolidation

Madhu B.R., Manjunatha A.S., Prakash Chandra, Chidananda Murthy P
2016 International Journal of Engineering and Technology  
These datacenters are very much expensive to maintain as they consume enormous amount of electrical energy, which results in the emission of green house gases like carbon dioxide.  ...  One of the main reasons for the huge power consumption is the inefficiency of the existing resource scheduling algorithm, which utilizes the existing resources in the non-power aware manner.  ...  The energy aware task consolidation (ETC) is proposed in [6] , which minimizes the energy consumption by consolidating the task among the virtual clusters and restricting the CPU usage below specified  ... 
doi:10.21817/ijet/2016/v8i5/160805209 fatcat:imrcitlhdjembgqhgjtjdhx47q

A Study of Efficient Energy Management Techniques for Cloud Computing Environment [article]

Syed Arshad Ali, Mohammad Affan, Mansaf Alam
2018 arXiv   pre-print
The paper is concluded with a conversation of future enhancement and development in energy-efficient methods in Cloud Computing  ...  To identify the challenges and required future enhancements in the field of efficient energy consumption in Cloud Computing, it is necessary to synthesize and categorize the research and development done  ...  In paper [30] , an energy-aware virtual machine scheduling algorithm has been proposed named as dynamic round robin algorithm.  ... 
arXiv:1810.07458v1 fatcat:cjh7wsrbajhgjd6efdxsgulw6m

Energy-Aware Fruitfly Optimisation Algorithm for Load balancing in Cloud Computing Environments

M LawanyaShri, S Subha, Balamurugan Balusamy
2017 International Journal of Intelligent Engineering and Systems  
Energy conservation is one of the major key issues in cloud environment which in turn reduces operation costs in cloud datacenter.  ...  The most important aspect of task scheduling focuses on balancing the load of tasks among virtual machines, which is independent in nature.  ...  [22] presented a service energy-aware framework for managing Virtual Machines in Clouds.  ... 
doi:10.22266/ijies2017.0228.09 fatcat:u57fni7kbnefxj2tsokoqitbcm

Sustainable Cloud Computing: Foundations and Future Directions [article]

Rajkumar Buyya, Sukhpal Singh Gill
2018 arXiv   pre-print
In this paper, we devise a conceptual model and practical design guidelines for holistic management of all resources (including servers, networks, storage, cooling systems) to improve the energy efficiency  ...  and reduce carbon footprints in Cloud Data Centers (CDCs).  ...  Thermal-aware Scheduling The important components of thermal-aware scheduling are architecture and scheduling mechanisms.  ... 
arXiv:1805.01765v1 fatcat:ciw2sogmvffqjjhsj2vsdcoh2y

Survey on Energy Efficiency in Cloud Computing

Backialakshmi M, Hemavathi N
2016 Journal of Information Technology & Software Engineering  
Energy-credit scheduler: Energy-aware virtual machine scheduler for cloud systems This model estimates the energy consumption of a virtual machine based on in-processor events generated by the virtual  ...  Techniques for energy efficiency comprises virtualization, energy-aware routing in DCNs, dynamic voltage/frequency scaling, rate adaptation, dynamicpower management (DPM), energy-aware scheduling methodsand  ... 
doi:10.4172/2165-7866.1000164 fatcat:4b5texop6nab5ldql6zjpderdm

Load Balancing and Thermal-Aware in Geo-Distributed Cloud Data Centers Based on Vlans

Mustafa I. Khaleel
2018 Science Journal of University of Zakho  
This poses enormous challenges for the programmers to motivate new paradigms to enhance the efficiency of cloud resources through designing innovative energy-aware algorithms.  ...  Second, selecting the most temperature aware datacenters based on geographical climate to maintain electricity cost for the providers.  ...  " FOR each virtual node in that datacenter COMPUTE weights over resources IF system capability > weight assign " onto virtual node END IF END LOOP ELSE SKIP datacenter and SELECT next  ... 
doi:10.25271/sjuoz.2018.6.3.515 fatcat:qpdfarh55rfe3ofab3ynwuinzu

A Comprehensive Survey on SLA Compliant Energy Aware Resource Allocation in Cloud Datacenters

Anitha R, C Vidya Raj
2018 International Journal of Emerging Research in Management and Technology  
Energy-Aware resource allocation and job scheduling mechanisms in VMs has helped datacenter providers to reduce their cost incurrence through predictive job scheduling and load balancing.  ...  But on datacenters, load balancing and scheduling techniques remain inevitable to provide better Quality of Service to the service users and maintenance of energy efficient operations in datacenters.  ...  Price prediction methods are of great use in forecasting overall cost of operation while performing energy aware scheduling.  ... 
doi:10.23956/ijermt.v6i6.290 fatcat:elkalskirnhivn274gzbmw52yi

Holistic Virtual Machine Scheduling in Cloud Datacenters towards Minimizing Total Energy

Xiang Li, Peter Garraghan, Xiaohong Jiang, Zhaohui Wu, Jie Xu
2018 IEEE Transactions on Parallel and Distributed Systems  
By applying energy-aware virtual machine scheduling, Cloud providers are able to achieve enhanced energy efficiency and reduced operation cost.  ...  We propose GRANITE -a holistic virtual machine scheduling algorithm capable of minimizing total datacenter energy consumption.  ...  XIANG ET AL.: HOLISTIC VIRTUAL MACHINE SCHEDULING IN CLOUD DATACENTERS TOWARDS MINIMIZING TOTAL ENERGY -9219 (c) 2016 IEEE.  ... 
doi:10.1109/tpds.2017.2688445 fatcat:ld7lppdt25fk7ossugh2b3r66q

Energy-Efficient virtual machine allocation technique using interior search algorithm for cloud datacenter

Mohammed Joda Usman, Abdul Samad, Ismail, Hassan Chizari, Ahmed Aliyu
2017 2017 6th ICT International Student Project Conference (ICT-ISPC)  
In: Energy-Efficient Virtual Machine Allocation Technique, 23-24 May 2017, Skudai, Malaysia.  ...  0000-0002-6253-1822 and Aliyu, Ahmed (2017) Energy-Efficient virtual machine allocation technique using interior search algorithm for cloud datacenter.  ...  Similarly, another migration technique for energy-aware allocation and consolidation of cloud resources to minimize overall consumption of energy in datacenters has been proposed by Ghribi, et al.  ... 
doi:10.1109/ict-ispc.2017.8075327 fatcat:o5sxhpncdna6lanv33n3iiewgi

Thermal-Aware Hybrid Workload Management in a Green Datacenter towards Renewable Energy Utilization

Yuling Li, Xiaoying Wang, Peicong Luo, Qingyi Pan
2019 Energies  
In this paper, we focused on a green datacenter using hybrid energy supply, leveraged the time flexibility of workloads in the datacenter, and proposed a thermal-aware workload management method to maximize  ...  The critical knob of our approach was workload shifting, which scheduled more delay-tolerant workloads and allocated resources in the datacenter according to the availability of renewable energy supply  ...  Energy Saving Approaches in Datacenters by Virtual Machine Consolidation Consolidating or migrating virtual machines can also save energy in the datacenter.  ... 
doi:10.3390/en12081494 fatcat:brx5tvlpaffrtamgfijeya2lpa

Green Cloud Framework for Improving Carbon Efficiency of Clouds [chapter]

Saurabh Kumar Garg, Chee Shin Yeo, Rajkumar Buyya
2011 Lecture Notes in Computer Science  
Many studies have been proposed to make these datacenter energy efficient using technologies such as virtualization and consolidation.  ...  These datacenters not only consume huge amount of energy but are also very complex in the infrastructure itself.  ...  The consolidation of Virtual Machines (VMs), VM migration, scheduling, demand projection, heat management, temperature aware allocation, and load balancing are used as basic techniques for minimizing energy  ... 
doi:10.1007/978-3-642-23400-2_45 fatcat:flerajvqi5chfkuaecky2apg2u
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