TransforMMer: A Universal Multi-Model Data Generator
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3A10490880" target="_blank" >RIV/00216208:11320/25:10490880 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.48786/edbt.2025.111" target="_blank" >http://dx.doi.org/10.48786/edbt.2025.111</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.48786/edbt.2025.111" target="_blank" >10.48786/edbt.2025.111</a>
Alternative languages
Result language
angličtina
Original language name
TransforMMer: A Universal Multi-Model Data Generator
Original language description
The Variety aspect of Big Data poses challenges for most established single-model data management solutions. However, as multi-model systems increase, especially in the data-management domain, the demand for benchmarking and comparison grows. However, real-world multi-model datasets are scarce, and existing benchmarks are limited in number and versatility.This demo paper introduces TransforMMer, a tool to generate pseudo-realistic multi-model data from given single-model (or multi-model) datasets. It is based on a pipeline leveraging a subset of our multi-model data management tools to automate schema inference, enable user-defined schema modifications, and generate data reflecting these changes. In the demonstration, we will introduce the tool, the repository of created multi-model datasets, their challenges, and future extensions.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA23-07781S" target="_blank" >GA23-07781S: Self-Adapting Management of Multi-Model Databases</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 28th International Conference on Extending Database Technology
ISBN
978-3-89318-099-8
ISSN
2367-2005
e-ISSN
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Number of pages
4
Pages from-to
1150-1153
Publisher name
OpenProceedings.org
Place of publication
Barcelona, Spain
Event location
Barcelona, Spain
Event date
Mar 25, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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