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Data lakes: A survey of functions and systems
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 …
analytics. In contrast to traditional 'schema-on-write'approaches such as data warehouses …
A systematic overview of data federation systems
Data federation addresses the problem of uniformly accessing multiple, possibly
heterogeneous data sources, by map** them into a unified schema, such as an RDF …
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
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 …
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
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 …
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
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 …
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
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 …
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.
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. 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 …
and structured data, offering unparalleled scalability and flexibility. This article delves into …
Uniform access to multiform data lakes using semantic technologies
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 …
accessing this data in an ad hoc manner remains an unsolved problem due to the diversity …
Metadata Management in Data Lake Environments: A Survey
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 …
either structured ssemi-structured or unstructured, to be used when needed. Data lakes are …