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Article

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Title

moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows

Authors

[ 1 ] Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2024

Published in

ACM SIGWEB Newsletter

Journal year: 2024 | Journal volume: 2024 | Journal number: Issue Winter

Article type

scientific article

Publication language

english

Abstract

EN As companies store, process, and analyse bigger and bigger volumes of highly heterogeneous data, novel research and technological challenges are emerging. Traditional and rigid data integration and processing techniques become inadequate for a new class of data-intensive applications. There is a need for new architectural, software, and hardware solutions that are capable of providing dynamic data integration, assuring high data quality, and offering safety and security mechanisms, while facilitating online data analysis. In this context, we propose moduli, a novel disaggregated data management reference architecture for data-intensive applications that organizes data processing in various zones. Working on moduli allowed us also to identify open research and technological challenges.

Date of online publication

20.02.2024

Pages (from - to)

1 - 16

DOI

10.1145/3643603.3643607

URL

https://dl.acm.org/doi/10.1145/3643603.3643607

Comments

Article Number: 4

Ministry points / journal

5

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