Advancing Data Architectures with Data Mesh Implementations

被引:6
|
作者
Machado, Ines Araujo [1 ]
Costa, Carlos [1 ]
Santos, Maribel Yasmina [1 ]
机构
[1] Univ Minho, ALGORITMI Res Ctr, Guimaraes, Portugal
关键词
Data Mesh; Technological architecture; Data architectures;
D O I
10.1007/978-3-031-07481-3_2
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data architectures have evolved over time to adapt to the growing needs of the business models. Recently, the Data Mesh concept emerged due to the limitations of current monolithic data architectures and the investments they require. It represents a paradigm shift in the way data architectures are thought and work, applying the microservices logic of software engineering to data engineering, and intends to make organizations truly data-driven, with data becoming the primary concern, leaving the data pipelines to secondary plan. These characteristics imply a change not only in the technological part of the data architecture, but also in the way the data teams are organized. Due to the youthfulness of the topic, it still lacks scientific foundation on the premises that are associated with it. Contributing to those foundations, this paper proposes a technological architecture for the implementation of a Data Mesh and evaluates the proposal with a demonstration case that highlights the usefulness and benefits of this type of data architecture.
引用
收藏
页码:10 / 18
页数:9
相关论文
共 50 条
  • [1] Toward Avoiding the Data Mess: Industry Insights From Data Mesh Implementations
    Bode, Jan
    Kuehl, Niklas
    Kreuzberger, Dominik
    Holtmann, Carsten
    IEEE ACCESS, 2024, 12 : 95402 - 95416
  • [2] AN EFFICIENT DATA STRUCTURE FOR THE ADVANCING FRONT TRIANGULAR MESH GENERATION TECHNIQUE
    KWOK, W
    HAGHIGHI, K
    KANG, E
    COMMUNICATIONS IN NUMERICAL METHODS IN ENGINEERING, 1995, 11 (05): : 465 - 473
  • [3] ROLAP implementations of the data cube
    Morfonios, Konstantinos
    Konakas, Stratis
    Ioannidis, Yannis
    Kotsis, Nikolaos
    ACM COMPUTING SURVEYS, 2007, 39 (04)
  • [4] Advancing Healthcare Data Management: IoT Edge-Fog-Cloud Architectures for Medical IoT Devices' Data Storage and Processing
    Zaydi, Hayat
    Bakkoury, Zohra
    INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE, 2024, 19 (01): : 249 - 260
  • [6] Applying data models to big data architectures
    O'Sullivan, P.
    Thompson, G.
    Clifford, A.
    IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 2014, 58 (5-6) : 5 - 6
  • [7] Big Data Architectures for Vehicle Data Analysis
    Prehofer, Christian
    Mehmood, Shafqat
    2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, : 3404 - 3412
  • [8] Distributed data mining - Framework and implementations
    Kumar, Anup
    Kantardzic, Mehmed
    Madden, Samuel
    IEEE INTERNET COMPUTING, 2006, 10 (04) : 15 - 17
  • [9] Bounded Implementations of Replicated Data Types
    Mukund, Madhavan
    Shenoy, Gautham R.
    Suresh, S. P.
    VERIFICATION, MODEL CHECKING, AND ABSTRACT INTERPRETATION (VMCAI 2015), 2015, 8931 : 355 - 372