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Elastic operations in federated datacenters for performance and cost optimization

L. Velasco, A. Asensio, J.Ll. Berral, E. Bonetto, F. Musumeci, V. López
2014 Computer Communications  
In this work we tackle the Elastic Operations in Federated Datacenter for Performance and Cost Optimization (ELFADO) problem for scheduling workload orchestrating federated datacenters.  ...  In this scenario, inter-datacenter networks play an important role and communications cost must be considered when minimizing operational expenditures.  ...  Moreover, it was supported by the Spanish science ministry through the TEC2011-27310 ELASTIC project.  ... 
doi:10.1016/j.comcom.2014.03.004 fatcat:q3pgnpydafd5jdglmrmmm52yvu

Orchestrating connectivity services to support elastic operations in datacenter federations

Adrian Asensio, Marc Ruiz, Luis Velasco
2015 Photonic network communications  
We analyze cost savings when each connectivity model is applied in a DC federation.  ...  Datacenter federations are able to manage appropriately the green energy resources available in each datacenter (DC) thanks to their geographically distributed infrastructure, thus reducing energy expenditure  ...  ACKNOWLEDGEMENTS The research leading to these results has received funding from the European Community's Seventh Framework Programme FP7/2007-2013 under grant agreement n° 317999 IDEALIST project and  ... 
doi:10.1007/s11107-015-0498-y fatcat:4fpr4kxbtbfhhbtzrvbwsorkhu

Carrier SDN for flexgrid-based inter-datacenter connectivity

A. Asensio, L. Gifre, M. Ruiz, L. Velasco
2014 2014 16th International Conference on Transparent Optical Networks (ICTON)  
Managing inter-datacenter (DC) connectivity to transport increasing amounts of data and optimize DC performance and costs becomes a challenge not only for DC operators but also for network operators.  ...  Current inter-DC connections are configured as static big fat pipes, resulting in large bitrate over-provisioning thus increasing operational costs for DC operators.  ...  Moreover, it was supported by the Spanish science ministry through the TEC2011-27310 ELASTIC project.  ... 
doi:10.1109/icton.2014.6876337 fatcat:b5sflgq5jre3vfzvw7vwxmxnxi

Optimized Contract-based Model for Resource Allocation in Federated Geo-distributed Clouds

Jinlai Xu, Balaji Palanisamy
2018 IEEE Transactions on Services Computing  
inefficiencies in local resource allocation for individual datacenters and individual cloud provi ders leading to unfairness in their revenue and profit earned.  ...  In this paper, we propose a new contracts-based resource sharing model for federated geo-distributed clouds that allows CSPs to establish resource sharing contracts with individual datacenters apriori  ...  This minimizes the operating cost and saves up to 66% in operating cost for CSP1.  ... 
doi:10.1109/tsc.2018.2797910 fatcat:mjru4iony5hbbjdw4o3yhpxkci

Two-phase virtual machine placement algorithms for cloud computing: An experimental evaluation under uncertainty

Nabil Chamas, Fabio Lopez-Pires, Benjamin Baran
2017 2017 XLIII Latin American Computer Conference (CLEI)  
Cloud computing providers must support requests for resources in dynamic environments, considering service elasticity and overbooking of physical resources.  ...  criteria: (i) average, (ii) maximum and (iii) minimum objective function costs.  ...  F 1 , F 2 and F 3 costs (see (16) to (18)), summarizing results obtained in performed simulations.  ... 
doi:10.1109/clei.2017.8226393 dblp:conf/clei/ChamasLB17 fatcat:zyu52jirvbc7zmnmv4hhpoc2zi

Scalarization Methods for Many-Objective Virtual Machine Placement of Elastic Infrastructures in Overbooked Cloud Computing Data Centers Under Uncertainty [article]

Augusto Amarilla
2018 arXiv   pre-print
This work presents a two-phase schema formulation of a VMP problem considering the optimization of three objective functions in an IaaS environment with elasticity and overbooking capabilities.  ...  In order to portray the dynamic nature of an IaaS environment a customizable workload trace generator was developed to simulate uncertainty in the scenarios with elasticity and overbooking of resources  ...  solving the two-phase optimization scheme for VMP problems in federated-clouds considering many objectives, elastic and overbooked services ?  ... 
arXiv:1802.04245v1 fatcat:kes3x3kvxrc3jj2y2miogsqoga

Strategies for Increased Energy Awareness in Cloud Federations [chapter]

Gabor Kecskemeti, Attila Kertesz, Attila Cs. Marosi, Zsolt Nemeth
2014 High-Performance Computing on Complex Environments  
Computer Science and Control of the Hungarian Academy of Sciences (MTA SZTAKI) under grant agreement N o 121183 (SZTAKI Cloud) and from the EU COST Action IC0805 "Open European Network for High Performance  ...  research leading to these results has received partial funding from the European Community's Seventh Framework Programme FP7/2007-2013 under grant agreement N o RI-283481 (SCI-BUS), from the Institute for  ...  These profiles pave the way for new and more energy conscious federative solutions that allow their users to construct federations of infrastructure clouds on a way that not only optimizes for the performance  ... 
doi:10.1002/9781118711897.ch19 fatcat:5bor6vbbrba2fose263aw5hfhy

IaaS Cloud Architecture: From Virtualized Datacenters to Federated Cloud Infrastructures

Rafael Moreno-Vozmediano, Montero, Ignacio M. Llorente
2012 Computer  
His research interests include high-performance and distributed computing, virtualization, and cloud computing. Moreno-Vozmediano received a PhD in computer architecture from UCM.  ...  His research interests include resource provisioning models for distributed systems and cloud computing. Montero received a PhD in computer architectures from UCM.  ...  could make scheduling decisions based on optimization criteria such as cost, performance, or energy consumption to automatically deploy virtual user services in the most suitable cloud, or it could even  ... 
doi:10.1109/mc.2012.76 fatcat:hozoteadmrh6hjg4d3kdfodnpi

Live Migration in Emerging Cloud Paradigms

Massimo Ficco, Christian Esposito, Henry Chang, Kim-Kwang Raymond Choo
2016 IEEE Cloud Computing  
Virtualization, Elasticity, and Resource Sharing enable new levels of flexibility, convenience, and economic benefits, but they result in new challenges for performance and privacy, as well as new potential  ...  Security, privacy, and performance are major concerns for both public and private organizations that wish to shift their business-critical and sensitive data to the cloud.  ...  Elastic Cloud Resource Allocation Migration in cloud computing represents the key mechanism for providing elasticity and is a pivotal success factor in cloud computing adoption.  ... 
doi:10.1109/mcc.2016.48 fatcat:3ctd5rynnnejvhs3qsun4zsmhy

Minimizing energy costs in federated datacenters under uncertain green energy availability

M. Ruiz, A. Asensio, L. Velasco
2014 2014 16th International Conference on Transparent Optical Networks (ICTON)  
In that scenario, a centralized and orchestrated operation leads to large energy cost savings.  ...  Next, the problem of minimizing energy costs by properly placing workloads in federated datacenters under uncertainty in the availability of green energy in each location is faced using stochastic programming  ...  Moreover, it was supported by the Spanish science ministry through the TEC2011-27310 ELASTIC project. The authors want to thank Mr. Jorge León for his very valuable contribution to this work.  ... 
doi:10.1109/icton.2014.6876318 fatcat:sb4vfmlvevd27abjvo2crlvpou

POWER EFFICIENT TASK SCHEDULING MECHANISM IN CLOUD ENVIRONMENT: A REVIEW

Abhilasha Abhilasha, Dr. Anupama Gupta
2016 INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY  
In this paper, we have reviewed the existing mechanisms and a new strategy to reduce the carbon dioxide emissions in federated Cloud ecosystems.  ...  However, with the growing demands of users for computing services, cloud providers are encouraged to deploy large datacenters which consume very high amount of energy and also contribute to the increase  ...  Yi-Ju Chiang et. al (2013) has discussed an efficient green control (EGC) algorithm for solving constrained optimization problems and making costs/performances tradeoffs in systems with different power-saving  ... 
doi:10.24297/ijct.v15i11.4349 fatcat:dyqnfwgv4vdcnpirni4qziuo3u

Many-Objective Resource Allocation for Elastic Infrastructures in Overbooked Cloud Computing Datacenters Under Uncertainty

Fabio Lopez-Pires
2021 CLEI Electronic Journal  
In cloud computing resource allocation, Virtual Machine Placement (VMP) is one of the most studied problems with several possible formulations and different optimization criteria.  ...  Additionally, first formulations of MaVMP problems were proposed in: (1) static MaVMP for initial placement, (2) semi-dynamic MaVMP with recon guration of VMs and (3) dynamic two-phase MaVMP for complex  ...  F 1 , F 2 and F 3 costs (see Equation (13) to (15) ), summarizing results obtained in performed simulations.  ... 
doi:10.19153/cleiej.24.1.7 doaj:b80821aef4f449859d3ea3057ccc3ccf fatcat:bonewsfzmzgspftzibdeby446a

Towards a carrier SDN: an example for elastic inter-datacenter connectivity

L. Velasco, A. Asensio, J.L. Berral, A. Castro, V. López
2013 Optics Express  
We propose a network-driven transfer mode for cloud operations in a step towards a carrier SDN. Inter-datacenter connectivity is requested in terms of volume of data and completion time.  ...  The SDN controller translates and forwards requests to an active PCE controlling a flexgrid network.  ...  Regarding PCE, the algorithm described in 5 for elastic operations was implemented. For our experiments, we assume the global 11node topology depicted in Fig. 3 . These .  ... 
doi:10.1364/oe.22.000055 pmid:24514965 fatcat:v37iqy22mjgajcesorlx4wmfvu

Osmotic Computing: A New Paradigm for Edge/Cloud Integration

Massimo Villari, Maria Fazio, Schahram Dustdar, Omer Rana, Rajiv Ranjan
2016 IEEE Cloud Computing  
Multiple approaches have applied optimization [12] and performance measurement techniques [13] for selecting Cloud datacenter resources for deploying VM images according to QoS criteria (throughput  ...  Cloud and Edge datacenters will me managed in a federated environment, where different Providers share their resources for IoT services and application support.  ... 
doi:10.1109/mcc.2016.124 fatcat:zihsxpws7jd63ktyxbvwh2s4xe

AN EFFICIENT APPROACH TO IMPLEMENT FEDERATED CLOUDS

Pappu Sowmya, R Kumar
2017 Asian Journal of Pharmaceutical and Clinical Research  
Privacy, confidentiality, and security of stored data are primary security challenges in cloud computing.  ...  By using these cloud services, internet users get many parallel computing resources at low cost.  ...  is mainly for resource utilization and reducing costs.  ... 
doi:10.22159/ajpcr.2017.v10s1.19543 fatcat:r4a2ccererebxi6seksw6kty2m
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