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dc.contributor.authorLoukiala, Antti
dc.contributor.authorJoutsenlahti, Juha-Pekka
dc.contributor.authorRaatikainen, Mikko
dc.contributor.authorMikkonen, Tommi
dc.contributor.authorLehtonen, Timo
dc.contributor.editorArdito, Luca
dc.contributor.editorJedlitschka, Andreas
dc.contributor.editorMorisio, Maurizio
dc.contributor.editorTorchiano, Marco
dc.date.accessioned2022-02-15T09:32:35Z
dc.date.available2022-02-15T09:32:35Z
dc.date.issued2021
dc.identifier.citationLoukiala, A., Joutsenlahti, J.-P., Raatikainen, M., Mikkonen, T., & Lehtonen, T. (2021). Migrating from a Centralized Data Warehouse to a Decentralized Data Platform Architecture. In L. Ardito, A. Jedlitschka, M. Morisio, & M. Torchiano (Eds.), <i>PROFES 2021 : 22nd International Conference on Product-Focused Software Process Improvement, Proceedings. Product-Focused Software Process Improvement</i> (pp. 36-48). Springer International Publishing. Lecture Notes in Computer Science, 13126. <a href="https://doi.org/10.1007/978-3-030-91452-3_3" target="_blank">https://doi.org/10.1007/978-3-030-91452-3_3</a>
dc.identifier.otherCONVID_101997294
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/79781
dc.description.abstractTo an increasing degree, data is a driving force for digitization, and hence also a key asset for numerous companies. In many businesses, various sources of data exist, which are isolated from one another in different domains, across a heterogeneous application landscape. Well-known centralized solution technologies, such as data warehouses and data lakes, exist to integrate data into one system, but they do not always scale well. Therefore, robust and decentralized ways to manage data can provide the companies with better value give companies a competitive edge over a single central repository. In this paper, we address why and when a monolithic data storage should be decentralized for improved scalability, and how to perform the decentralization. The paper is based on industrial experiences and the findings show empirically the potential of a distributed system as well as pinpoint the core pieces that are needed for its central management.en
dc.format.extent308
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherSpringer International Publishing
dc.relation.ispartofPROFES 2021 : 22nd International Conference on Product-Focused Software Process Improvement, Proceedings. Product-Focused Software Process Improvement
dc.relation.ispartofseriesLecture Notes in Computer Science
dc.rightsIn Copyright
dc.subject.otherdata warehousing
dc.subject.otherdata platform architecture
dc.subject.otherdistributed data management
dc.subject.otherdata decentralization
dc.titleMigrating from a Centralized Data Warehouse to a Decentralized Data Platform Architecture
dc.typeconferenceObject
dc.identifier.urnURN:NBN:fi:jyu-202202151509
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.type.urihttp://purl.org/eprint/type/ConferencePaper
dc.relation.isbn978-3-030-91451-6
dc.description.reviewstatuspeerReviewed
dc.format.pagerange36-48
dc.relation.issn0302-9743
dc.type.versionacceptedVersion
dc.rights.copyright© 2021 Springer Nature Switzerland AG
dc.rights.accesslevelopenAccessfi
dc.relation.conferenceInternational Conference on on Product-Focused Software Process Improvement
dc.subject.ysokeskittäminen
dc.subject.ysodata
dc.subject.ysotietohallinto
dc.subject.ysotietojärjestelmät
dc.subject.ysotiedonhallinta
dc.subject.ysotiedonhallintajärjestelmät
dc.subject.ysotietovarastot
dc.subject.ysohajautetut järjestelmät
dc.subject.ysoyritykset
dc.subject.ysohajautus
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p13618
jyx.subject.urihttp://www.yso.fi/onto/yso/p27250
jyx.subject.urihttp://www.yso.fi/onto/yso/p9816
jyx.subject.urihttp://www.yso.fi/onto/yso/p3927
jyx.subject.urihttp://www.yso.fi/onto/yso/p5521
jyx.subject.urihttp://www.yso.fi/onto/yso/p18161
jyx.subject.urihttp://www.yso.fi/onto/yso/p14562
jyx.subject.urihttp://www.yso.fi/onto/yso/p21082
jyx.subject.urihttp://www.yso.fi/onto/yso/p3128
jyx.subject.urihttp://www.yso.fi/onto/yso/p6739
dc.rights.urlhttp://rightsstatements.org/page/InC/1.0/?language=en
dc.relation.doi10.1007/978-3-030-91452-3_3
jyx.fundinginformationThis work is partly funded by Business Finland under grant agreement ITEA-2019-18022-IVVES and AIGA project.


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