Toward data lakes as central building blocks for data management and analysis

P Wieder, H Nolte - Frontiers in big Data, 2022 - frontiersin.org
Data lakes are a fundamental building block for many industrial data analysis solutions and
becoming increasingly popular in research. Often associated with big data use cases, data …

An overview of current data lake architecture models

T Hlupić, D Oreščanin, D Ružak… - 2022 45th Jubilee …, 2022 - ieeexplore.ieee.org
As the Data Lakes have gained a significant presence in the data world in the previous
decade, several main approaches to building Data Lake architectures have been proposed …

Data lakes: A survey of functions and systems

R Hai, C Koutras, C Quix… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Data lakes are becoming increasingly prevalent for Big Data management and data
analytics. In contrast to traditional 'schema-on-write'approaches such as data warehouses …

CEBA: A data lake for data sharing and environmental monitoring

D Sarramia, A Claude, F Ogereau, J Mezhoud… - Sensors, 2022 - mdpi.com
This article presents a platform for environmental data named “Environmental Cloud for the
Benefit of Agriculture”(CEBA). The CEBA should fill the gap of a regional institutional …

Enterprise-wide metadata management: an industry case on the current state and challenges

R Eichler, C Giebler, C Gröger, E Hoos… - Business Information …, 2021 - tib-op.org
Metadata management is a crucial success factor for companies today, as for example, it
enables exploiting data value fully or enables legal compliance. With the emergence of new …

[HTML][HTML] Data Lakes: A Survey of Concepts and Architectures

S Azzabi, Z Alfughi, A Ouda - Computers, 2024 - mdpi.com
This paper presents a comprehensive literature review on the evolution of data-lake
technology, with a particular focus on data-lake architectures. By systematically examining …

Introducing the enterprise data marketplace: a platform for democratizing company data

R Eichler, C Gröger, E Hoos, C Stach, H Schwarz… - Journal of Big Data, 2023 - Springer
In this big data era, multitudes of data are generated and collected which contain the
potential to gain new insights, eg, for enhancing business models. To leverage this potential …

Metadata management for data lake governance

Y Zhao - 2021 - publications.ut-capitole.fr
A l'ère du Big Data, les données sont caractérisées par le volume, la vitesse, la variété, la
véracité et la valeur (5V). L'enjeu majeur du Big Data, au-delà du stockage, est d'extraire de …

Managing Personal Identifiable Information in Data Lakes

D Oreščanin, T Hlupić, B Vrdoljak - IEEE access, 2024 - ieeexplore.ieee.org
Privacy is a fundamental human right according to the Universal Declaration of Human
Rights of the United Nations. Adoption of the General Data Protection Regulation (GDPR) in …

Metadata Management in Data Lake Environments: A Survey

D Boukraa, M Bala, S Rizzi - Journal of Library Metadata, 2024 - Taylor & Francis
Data lakes are storage repositories that contain large amounts of data in its native format;
either structured ssemi-structured or unstructured, to be used when needed. Data lakes are …