Schema profiling of document-oriented databases [PDF]
Abstract In document-oriented databases, schema is a soft concept and the documents in a collection can be stored using different local schemata. This gives designers and implementers augmented flexibility; however, it requires an extra effort to understand the rules that drove the use of alternative schemata when sets of documents with different ...
Enrico Gallinucci +2 more
exaly +3 more sources
Schema validation and evaluation framework for extracted schemas in JSON databases [PDF]
The increasing use of schemaless data systems has intensified the need for reliable methods to assess the quality of extracted schemas intended for downstream tasks such as data integration, query optimisation, and interoperability.
Saad Belefqih +3 more
doaj +2 more sources
Implementation of Multidimensional Databases with Document-Oriented NoSQL [PDF]
NoSQL (Not Only SQL) systems are becoming popular due to known advantages such as horizontal scalability and elasticity. In this paper, we study the implementation of data warehouses with document-oriented NoSQL systems. We propose mapping rules that transform the multidimensional data model to logical document-oriented models.
Olivier Teste
exaly +4 more sources
Design and development of a document-oriented database management system
The article is devoted to the design and development of a document-oriented database management system. The components of modern database management systems, their three-level architecture are described, the general block diagram of the system operation ...
O.V. Korotun +2 more
doaj +4 more sources
Approximate OLAP of document-oriented databases: A variety-aware approach [PDF]
Abstract Schemaless databases, and document-oriented databases in particular, are preferred to relational ones for storing heterogeneous data with variable schemas and structural forms. However, the absence of a unique schema adds complexity to analytical applications, in which a single analysis often involves large sets of data with different ...
Enrico Gallinucci +2 more
exaly +3 more sources
Design a Data Warehouse Schema from Document-Oriented database
Abstract Traditional data warehouses are unable to meet the growing needs of the modern enterprise to integrate and analyze a wide variety of data generated by social, mobile and sensor sources. What is remarkable is that many companies have changed their data storage in NoSQL databases.
Faiez Gargouri
exaly +2 more sources
A Neuro-Symbolic Bioinformatics Framework for Unlocking Chordate Physiological Dark Data and Validating Allometric Scaling [PDF]
Animal functional trait data are essential for macroecology, but massive datasets remain locked in unstructured scientific literature. Traditional manual extraction is inefficient, and general-purpose artificial intelligence (AI) systems struggle with ...
Zhiyao Duan +3 more
doaj +2 more sources
NagareDB: A Resource-Efficient Document-Oriented Time-Series Database [PDF]
The recent great technological advance has led to a broad proliferation of Monitoring Infrastructures, which typically keep track of specific assets along time, ranging from factory machinery, device location, or even people. Gathering this data has become crucial for a wide number of applications, like exploration dashboards or Machine Learning ...
García Calatrava, Carlos +3 more
openaire +4 more sources
NoSQL Database Modeling and Management: A Systematic Literature Review
The NoSQL databases that emerged this century were created to solve the limitations of relational database systems due to the different types of data that have appeared for information processing.
Raul Aguilar Vera +3 more
doaj +1 more source
Design principles of the Metadata Querying Language (MQL) implemented in the ATLAS Metadata Interface (AMI) ecosystem [PDF]
This document describes the design principles of the Metadata Querying Language (MQL) implemented in ATLAS Metadata Interface (AMI), a metadata-oriented domain-specific language allowing to query databases without knowing the relation between tables ...
Fulachier Jérôme +2 more
doaj +1 more source

