NeoMycelia: A Software Reference Architecture for Big Data Systems

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aut.relation.conference2021 28th Asia-Pacific Software Engineering Conference (APSEC)en_NZ
aut.researcherLitchfield, Alan
dc.contributor.authorAtaei, Pen_NZ
dc.contributor.authorLitchfield, Aen_NZ
dc.date.accessioned2022-03-28T02:31:05Z
dc.date.available2022-03-28T02:31:05Z
dc.date.copyright2021-12en_NZ
dc.date.issued2021-12en_NZ
dc.description.abstractThe big data revolution began when the volume, velocity, and variety of data completely overwhelmed the systems used to store, manipulate and analyze that data. As a result, a new class of software systems emerged called big data systems. While many attempted to harness the power of these new systems, it is estimated that approximately 75% of the big data projects have failed within the last decade. One of the root causes of this is software engineering and architecture aspect of these systems. This paper aims to facilitate big data system development by introducing a software reference architecture. The work provides an event driven microservices architecture that addresses specific limitations in current big data reference architectures (RA). The artefact development has followed the principles of empirically grounded RAs. The RA has been evaluated by developing a prototype that solves a real-world problem in practice. At the end, succesful implementation of the reference architecture have been presented. The results displayed a good degree of applicability with respect to Quality factors.
dc.identifier.citationIn 2021 28th Asia-Pacific Software Engineering Conference (APSEC), Taipei, Taiwan, 6-9 Dec. 2021, doi: https://doi.org/10.1109/APSEC53868.2021.00052
dc.identifier.doi10.1109/apsec53868.2021.00052en_NZ
dc.identifier.urihttps://hdl.handle.net/10292/15027
dc.publisherIEEEen_NZ
dc.relation.urihttps://ieeexplore.ieee.org/document/9712121
dc.rightsCopyright © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
dc.rights.accessrightsOpenAccessen_NZ
dc.subjectReference architecture; Architecture; Big data reference architecture; Big data architecture; Big data systems; Big data software engineering; Event driven; Microservices
dc.titleNeoMycelia: A Software Reference Architecture for Big Data Systemsen_NZ
dc.typeConference Contribution
pubs.elements-id452028
pubs.organisational-data/AUT
pubs.organisational-data/AUT/Faculty of Design & Creative Technologies
pubs.organisational-data/AUT/PBRF
pubs.organisational-data/AUT/PBRF/PBRF Design and Creative Technologies
pubs.organisational-data/AUT/PBRF/PBRF Design and Creative Technologies/PBRF ECMS
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