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  3. Data-governance for data-lakehouse Data-governance for data-lakehouse

Data-governance for data-lakehouse

Innovation bases on "good" data. And "good" data, structured and unstructured, need data governance.

Brief information

School:

Computer Science and Information Technology

Status:

Completed

Period:

01.01.2024 - 12.01.2025

Overview

A data lakehouse merges data warehouses' management and transactions with data lakes' flexibility and cost-efficiency, enabling business intelligence and machine learning on a single open data platform (Armbrust, 2021). This approach aligns with the idea of the currently very popular "data mesh" (Dehghani, 2019), emphasizing decentralized teams taking ownership of specific data products rather than relying on a centralized data team.

The decentralized architecture of a data lakehouse increases the importance of an effective data governance. However, data lakes process metadata (required for data governance) slowly compared to databases. Therefore, the architecture of the data governance layer must be designed for efficient metadata management to compensate for limited query performance (Jain, 2023).

We aim at investigating how such a data-governance layer is designed adequately.

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Facts

Type of project

Forschung

Internal organisations involved
  • Information Security & Privacy F&E
Funding
  • Innosuisse - HSLU als Hauptforschungspartnerin (Main Research Partner)
UN Sustainable Development Goals
Among other things, this project contributes to the attainment of the following UN Sustainable Development Goals (SDGs):
  • SDG 4: Quality Education
    Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all
  • SDG 9: Industry, Innovation and Infrastructure
    Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation
  • SDG 16: Peace, Justice and strong Institutions
    Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels
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Persons involved: internal

Project manager
  • Dieter Arnold

Brief information

School:

Computer Science and Information Technology

Status:

Completed

Period:

01/01/2024 - 01/12/2025

Project Head

Dr. Dieter Arnold

Lecturer

+41 41 349 30 81

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