A dataspace-based framework for OLAP analyses in a high-variety multistore

C Forresi, E Gallinucci, M Golfarelli, HB Hamadou - The VLDB Journal, 2021 - Springer
Abstract The success of NoSQL DBMSs has pushed the adoption of polyglot storage
systems that take advantage of the best characteristics of different technologies and data …

Approximate OLAP of document-oriented databases: A variety-aware approach

E Gallinucci, M Golfarelli, S Rizzi - Information Systems, 2019 - Elsevier
Schemaless databases, and document-oriented databases in particular, are preferred to
relational ones for storing heterogeneous data with variable schemas and structural forms …

Answering GPSJ queries in a polystore: A dataspace-based approach

H Ben Hamadou, E Gallinucci, M Golfarelli - International Conference on …, 2019 - Springer
The discipline of data science is steering analysts away from traditional data warehousing
and towards a more flexible and lightweight approach to data analysis. The idea is to …

Query rewriting for continuously evolving NoSQL databases

ML Möller, M Klettke, A Hillenbrand, U Störl - Conceptual Modeling: 38th …, 2019 - Springer
In agile software development settings, applications are typically backed by schema-flexible
NoSQL databases. New application code frequently implies data model changes to the …

[PDF][PDF] Heterogeneity in NoSQL Databases-Challenges of Handling schema-less Data.

ML Möller, D Hausler, S Strasser, T Auge, M Klettke - LWDA, 2023 - uni-regensburg.de
The schema flexibility of database management systems is often seen as an advantage,
because it makes it easy to store all kinds of different data. Schema-less database systems …

Schema-independent querying for heterogeneous collections in NoSQL document stores

HB Hamadou, F Ghozzi, A Péninou, O Teste - Information Systems, 2019 - Elsevier
NoSQL document stores are well-tailored to efficiently load and manage massive collections
of heterogeneous documents without any prior structural validation. However, this flexibility …

Querying heterogeneous data in graph-oriented NoSQL systems

M El Malki, H Ben Hamadou, M Chevalier… - Big Data Analytics and …, 2018 - Springer
NoSQL systems are based on a “schemaless” approach that not does require schema
specification before writing data, allowing a wide variety of representations. This flexibility …

OLAP querying of document stores in the presence of schema variety

M Francia, E Gallinucci, M Golfarelli… - CEUR Workshop …, 2020 - cris.unibo.it
Document stores are preferred to relational ones for storing heterogeneous data due to their
schemaless nature. However, the absence of a unique schema adds complexity to analytical …

Schema-Independent Querying and Manipulation for Heterogeneous Collections in NoSQL Document Stores

H Ben Hamadou, F Ghozzi, A Péninou… - … Information Systems: 20th …, 2019 - Springer
NoSQL document stores offer native support to efficiently store documents with different
schema within a same collection. However, this flexibility made it difficult and complex to …

Schemalysis: Visualization of a Sub-Schemas in Document NoSQL Databases

AJ DePero - 2022 - search.proquest.com
NoSQL database systems are useful for managing large and diverse data sets associated
with Big Data. Highly diverse data sets contain data with different structures, but often there …