Multi-Level Modeling with DMLA: A Contribution to the MULTI Warehouse Challenge

This paper presents a contribution to the MULTI 2023 Warehouse Challenge issued to assess the capabilities and limits of multi-level modeling approaches and to foster discussion in the community. The challenge specifies a warehouse that contains product specifications and product copies that can have different features at different abstraction levels. The solution was developed using the Dynamic Multi-Layer Algebra (DMLA), a multi-layer modeling approach. First, we briefly introduce DMLA and the background of the challenge. Then, we discuss our interpretation of the challenge requirements, present our model and analyze how it fulfills the requirements of the challenge. Finally, we discuss the merits and limitations of the solution and the mandatory discussion aspects of the challenge.

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Published
2024-09-22
DOI
https://doi.org/10.1145/3652620.3688211
Primary Topic
Advanced Database Systems and Queries
Type
article
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article

Multi-Level Modeling with DMLA: A Contribution to the MULTI Warehouse Challenge

Norbert Somogyi, Ferenc A. Somogyi, Gergely Mezei, Gergely Gembela
Advanced Database Systems and Queries
article

Multi-Level Modeling with DMLA: A Contribution to the MULTI Warehouse Challenge

Norbert Somogyi, Ferenc A. Somogyi, Gergely Mezei, Gergely Gembela
article en

Abstract

This paper presents a contribution to the MULTI 2023 Warehouse Challenge issued to assess the capabilities and limits of multi-level modeling approaches and to foster discussion in the community. The challenge specifies a warehouse that contains product specifications and product copies that can have different features at different abstraction levels. The solution was developed using the Dynamic Multi-Layer Algebra (DMLA), a multi-layer modeling approach. First, we briefly introduce DMLA and the background of the challenge. Then, we discuss our interpretation of the challenge requirements, present our model and analyze how it fulfills the requirements of the challenge. Finally, we discuss the merits and limitations of the solution and the mandatory discussion aspects of the challenge.

Budapest University of Technology and Economics (HU)
Decent work and economic growth
Openalex Percentile: Top 78%
Advanced Database Systems and Queries
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Multi-Level Modeling with DMLA: A Contribution to the MULTI Warehouse Challenge — Norbert Somogyi, Ferenc A. Somogyi, et al. · (2024) | TGRS Research Map | TGRS