Allocation of virtual infrastructures on multiple iaas providers with survivability and reliability requirements

Bibliographic Details
Main Author: Raugust A.S.*
Publication Date: 2018
Other Authors: Souza F.R.D.*, Pillon, Mauricio Aronne, Miers, Charles Christian, Koslovski, Guilherme Piegas
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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spelling 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)
instacron_str UDESC
institution UDESC
reponame_str Repositório Institucional da Udesc
collection Repositório Institucional da Udesc
repository.name.fl_str_mv Repositório Institucional da Udesc - Universidade do Estado de Santa Catarina (UDESC)
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