Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements
Main Author: | |
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Publication Date: | 2018 |
Other Authors: | , , , |
Format: | Conference object |
Language: | eng |
Source: | Repositório Institucional da Udesc |
dARK ID: | ark:/33523/001300000m8v3 |
Download full: | https://repositorio.udesc.br/handle/UDESC/6163 |
Summary: | © 2018 IEEE.The cloud computing paradigm consolidated the on-demand provisioning of virtual resources. However, the diversity of services, prices, data centers, and geographical footprints, have turned the clouds into a complex and heterogeneous environment. There are several IaaS providers differentiated by the provisioning costs and availability figures. Due to management complexity, the survivability and reliability aspects are often disregarded by tenants, eventually resulting in heavy losses due to unavailability of services that are hosted on Virtual Infrastructures (VIs). We present an alternative to improve VIs survivability and reliability, which considers the use of replicas and the spreading of virtual resources atop providers, regions, and zones. Replicas are used to achieve a user-defined reliability level while the controlled spreading of VI components decrease the probability of full outages. In addition, our proposal performs a cost-effective allocation. We formulate the VI allocation with survivability and reliability requirements as a Mixed Integer Program (MIP). Following, binary constraints are relaxed to obtain a Linear Program (LP). The LP solution is given as input for the simulated annealing technique, composing the Reliable and Survivable Virtual Infrastructure Allocation (RS-VIA) mechanism. Simulation results with different reliability requests indicate an increasing in survivability without inflating costs. |
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Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements© 2018 IEEE.The cloud computing paradigm consolidated the on-demand provisioning of virtual resources. However, the diversity of services, prices, data centers, and geographical footprints, have turned the clouds into a complex and heterogeneous environment. There are several IaaS providers differentiated by the provisioning costs and availability figures. Due to management complexity, the survivability and reliability aspects are often disregarded by tenants, eventually resulting in heavy losses due to unavailability of services that are hosted on Virtual Infrastructures (VIs). We present an alternative to improve VIs survivability and reliability, which considers the use of replicas and the spreading of virtual resources atop providers, regions, and zones. Replicas are used to achieve a user-defined reliability level while the controlled spreading of VI components decrease the probability of full outages. In addition, our proposal performs a cost-effective allocation. We formulate the VI allocation with survivability and reliability requirements as a Mixed Integer Program (MIP). Following, binary constraints are relaxed to obtain a Linear Program (LP). The LP solution is given as input for the simulated annealing technique, composing the Reliable and Survivable Virtual Infrastructure Allocation (RS-VIA) mechanism. Simulation results with different reliability requests indicate an increasing in survivability without inflating costs.2024-12-06T12:48:37Z2018info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectp. 1147 - 11541550-445X10.1109/AINA.2018.00164https://repositorio.udesc.br/handle/UDESC/6163ark:/33523/001300000m8v3Proceedings - International Conference on Advanced Information Networking and Applications, AINA2018-MayRaugust A.S.*Souza F.R.D.*Pillon, Mauricio AronneMiers, Charles ChristianKoslovski, Guilherme Piegasengreponame:Repositório Institucional da Udescinstname:Universidade do Estado de Santa Catarina (UDESC)instacron:UDESCinfo:eu-repo/semantics/openAccess2024-12-07T20:49:57Zoai:repositorio.udesc.br:UDESC/6163Biblioteca Digital de Teses e Dissertaçõeshttps://pergamumweb.udesc.br/biblioteca/index.phpPRIhttps://repositorio-api.udesc.br/server/oai/requestri@udesc.bropendoar:63912024-12-07T20:49:57Repositório Institucional da Udesc - Universidade do Estado de Santa Catarina (UDESC)false |
dc.title.none.fl_str_mv |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements |
title |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements |
spellingShingle |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements Raugust A.S.* |
title_short |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements |
title_full |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements |
title_fullStr |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements |
title_full_unstemmed |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements |
title_sort |
Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements |
author |
Raugust A.S.* |
author_facet |
Raugust A.S.* Souza F.R.D.* Pillon, Mauricio Aronne Miers, Charles Christian Koslovski, Guilherme Piegas |
author_role |
author |
author2 |
Souza F.R.D.* Pillon, Mauricio Aronne Miers, Charles Christian Koslovski, Guilherme Piegas |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Raugust A.S.* Souza F.R.D.* Pillon, Mauricio Aronne Miers, Charles Christian Koslovski, Guilherme Piegas |
description |
© 2018 IEEE.The cloud computing paradigm consolidated the on-demand provisioning of virtual resources. However, the diversity of services, prices, data centers, and geographical footprints, have turned the clouds into a complex and heterogeneous environment. There are several IaaS providers differentiated by the provisioning costs and availability figures. Due to management complexity, the survivability and reliability aspects are often disregarded by tenants, eventually resulting in heavy losses due to unavailability of services that are hosted on Virtual Infrastructures (VIs). We present an alternative to improve VIs survivability and reliability, which considers the use of replicas and the spreading of virtual resources atop providers, regions, and zones. Replicas are used to achieve a user-defined reliability level while the controlled spreading of VI components decrease the probability of full outages. In addition, our proposal performs a cost-effective allocation. We formulate the VI allocation with survivability and reliability requirements as a Mixed Integer Program (MIP). Following, binary constraints are relaxed to obtain a Linear Program (LP). The LP solution is given as input for the simulated annealing technique, composing the Reliable and Survivable Virtual Infrastructure Allocation (RS-VIA) mechanism. Simulation results with different reliability requests indicate an increasing in survivability without inflating costs. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018 2024-12-06T12:48:37Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/conferenceObject |
format |
conferenceObject |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
1550-445X 10.1109/AINA.2018.00164 https://repositorio.udesc.br/handle/UDESC/6163 |
dc.identifier.dark.fl_str_mv |
ark:/33523/001300000m8v3 |
identifier_str_mv |
1550-445X 10.1109/AINA.2018.00164 ark:/33523/001300000m8v3 |
url |
https://repositorio.udesc.br/handle/UDESC/6163 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Proceedings - International Conference on Advanced Information Networking and Applications, AINA 2018-May |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
p. 1147 - 1154 |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da Udesc instname:Universidade do Estado de Santa Catarina (UDESC) instacron:UDESC |
instname_str |
Universidade do Estado de Santa Catarina (UDESC) |
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UDESC |
institution |
UDESC |
reponame_str |
Repositório Institucional da Udesc |
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Repositório Institucional da Udesc |
repository.name.fl_str_mv |
Repositório Institucional da Udesc - Universidade do Estado de Santa Catarina (UDESC) |
repository.mail.fl_str_mv |
ri@udesc.br |
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1842258145557086208 |