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 …

A systematic overview of data federation systems

Z Gu, F Corcoglioniti, D Lanti, A Mosca… - Semantic …, 2024 - journals.sagepub.com
Data federation addresses the problem of uniformly accessing multiple, possibly
heterogeneous data sources, by map** them into a unified schema, such as an RDF …

[HTML][HTML] GTFS-Madrid-Bench: A benchmark for virtual knowledge graph access in the transport domain

D Chaves-Fraga, F Priyatna, A Cimmino… - Journal of Web …, 2020 - Elsevier
A large number of datasets are being made available on the Web using a variety of formats
and according to diverse data models. Ontology Based Data Integration (OBDI) has been …

[HTML][HTML] A survey on semantic data management as intersection of ontology-based data access, semantic modeling and data lakes

S Hoseini, J Theissen-Lipp, C Quix - Journal of Web Semantics, 2024 - Elsevier
In recent years, data lakes emerged as a way to manage large amounts of heterogeneous
data for modern data analytics. One way to prevent data lakes from turning into inoperable …

Squerall: Virtual ontology-based access to heterogeneous and large data sources

MN Mami, D Graux, S Scerri, H Jabeen, S Auer… - The Semantic Web …, 2019 - Springer
The last two decades witnessed a remarkable evolution in terms of data formats, modalities,
and storage capabilities. Instead of having to adapt one's application needs to the, earlier …

Helio: a framework for implementing the life cycle of knowledge graphs

A Cimmino, R García-Castro - Semantic Web, 2024 - journals.sagepub.com
Building and publishing knowledge graphs (KG) as Linked Data, either on the Web or in
private companies, has become a relevant and crucial process in many domains. This …

[PDF][PDF] A Systematic Review of Automated Classification for Simple and Complex Query SQL on NoSQL Database.

RA Kadir, ESM Surin, MR Sarker - Computer Systems Science & …, 2024 - researchgate.net
ABSTRACT A data lake (DL), abbreviated as DL, denotes a vast reservoir or repository of
data. It accumulates substantial volumes of data and employs advanced analytics to …

Data lakes and Optimizing Query

A Katari - Available at SSRN, 2022 - papers.ssrn.com
Data lakes have emerged as a pivotal solution for managing vast amounts of unstructured
and structured data, offering unparalleled scalability and flexibility. This article delves into …

Uniform access to multiform data lakes using semantic technologies

MN Mami, D Graux, S Scerri, H Jabeen, S Auer… - Proceedings of the 21st …, 2019 - dl.acm.org
Increasing data volumes have extensively increased application possibilities. However,
accessing this data in an ad hoc manner remains an unsolved problem due to the diversity …

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 …