A survey and classification of storage deduplication systems

Detalhes bibliográficos
Autor(a) principal: Pereira, José
Data de Publicação: 2014
Outros Autores: Paulo, João
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/34973
Resumo: The automatic elimination of duplicate data in a storage system commonly known as deduplication is increasingly accepted as an effective technique to reduce storage costs. Thus, it has been applied to different storage types, including archives and backups, primary storage, within solid state disks, and even to random access memory. Although the general approach to deduplication is shared by all storage types, each poses specific challenges and leads to different trade-offs and solutions. This diversity is often misunderstood, thus underestimating the relevance of new research and development. The first contribution of this paper is a classification of deduplication systems according to six criteria that correspond to key design decisions: granularity, locality, timing, indexing, technique, and scope. This classification identifies and describes the different approaches used for each of them. As a second contribution, we describe which combinations of these design decisions have been proposed and found more useful for challenges in each storage type. Finally, outstanding research challenges and unexplored design points are identified and discussed.
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spelling A survey and classification of storage deduplication systemsStorage managementFile systemsDeduplicationAlgorithmsDesignPerformanceReliabilityScience & TechnologyThe automatic elimination of duplicate data in a storage system commonly known as deduplication is increasingly accepted as an effective technique to reduce storage costs. Thus, it has been applied to different storage types, including archives and backups, primary storage, within solid state disks, and even to random access memory. Although the general approach to deduplication is shared by all storage types, each poses specific challenges and leads to different trade-offs and solutions. This diversity is often misunderstood, thus underestimating the relevance of new research and development. The first contribution of this paper is a classification of deduplication systems according to six criteria that correspond to key design decisions: granularity, locality, timing, indexing, technique, and scope. This classification identifies and describes the different approaches used for each of them. As a second contribution, we describe which combinations of these design decisions have been proposed and found more useful for challenges in each storage type. Finally, outstanding research challenges and unexplored design points are identified and discussed.This work is funded by the European Regional Development Fund (EDRF) through the COMPETE Programme (operational programme for competitiveness) and by National Funds through the Fundacao para a Ciencia e a Tecnologia (FCT; Portuguese Foundation for Science and Technology) within project RED FCOMP-01-0124-FEDER-010156 and the FCT by PhD scholarship SFRH-BD-71372-2010.ACMACMUniversidade do MinhoPereira, JoséPaulo, João2014-072014-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/34973engPaulo, J., & Pereira, J. (2014). A Survey and Classification of Storage Deduplication Systems. ACM Computing Surveys, 47(1). doi: 10.1145/26117780360-030010.1145/2611778info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:53:25Zoai:repositorium.sdum.uminho.pt:1822/34973Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:52:47.412458Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A survey and classification of storage deduplication systems
title A survey and classification of storage deduplication systems
spellingShingle A survey and classification of storage deduplication systems
Pereira, José
Storage management
File systems
Deduplication
Algorithms
Design
Performance
Reliability
Science & Technology
title_short A survey and classification of storage deduplication systems
title_full A survey and classification of storage deduplication systems
title_fullStr A survey and classification of storage deduplication systems
title_full_unstemmed A survey and classification of storage deduplication systems
title_sort A survey and classification of storage deduplication systems
author Pereira, José
author_facet Pereira, José
Paulo, João
author_role author
author2 Paulo, João
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Pereira, José
Paulo, João
dc.subject.por.fl_str_mv Storage management
File systems
Deduplication
Algorithms
Design
Performance
Reliability
Science & Technology
topic Storage management
File systems
Deduplication
Algorithms
Design
Performance
Reliability
Science & Technology
description The automatic elimination of duplicate data in a storage system commonly known as deduplication is increasingly accepted as an effective technique to reduce storage costs. Thus, it has been applied to different storage types, including archives and backups, primary storage, within solid state disks, and even to random access memory. Although the general approach to deduplication is shared by all storage types, each poses specific challenges and leads to different trade-offs and solutions. This diversity is often misunderstood, thus underestimating the relevance of new research and development. The first contribution of this paper is a classification of deduplication systems according to six criteria that correspond to key design decisions: granularity, locality, timing, indexing, technique, and scope. This classification identifies and describes the different approaches used for each of them. As a second contribution, we describe which combinations of these design decisions have been proposed and found more useful for challenges in each storage type. Finally, outstanding research challenges and unexplored design points are identified and discussed.
publishDate 2014
dc.date.none.fl_str_mv 2014-07
2014-07-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/34973
url http://hdl.handle.net/1822/34973
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Paulo, J., & Pereira, J. (2014). A Survey and Classification of Storage Deduplication Systems. ACM Computing Surveys, 47(1). doi: 10.1145/2611778
0360-0300
10.1145/2611778
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv ACM
ACM
publisher.none.fl_str_mv ACM
ACM
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