Cephalopod - Virtual Data Model Composition through Partial Query Translation
Summary: Targets the explosion of model-to-model mappings when apps run on an "imposed" data model by proposing a Bridge Representation that enables partial query translation for composing virtual data models. Enables hybrid virtual/physical integration and shows preliminary cost-effective support for embeddings vs full ETL. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Holger Pirk (Imperial College London)
- 2. David Conor Loughlin (Imperial College London)
BibTeX Citation
@inproceedings{pirk_cidr25,
address = {Amsterdam, Netherlands},
series = {{CIDR} '25},
title = {{Cephalopod - Virtual Data Model Composition through Partial Query Translation}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Pirk, Holger and Loughlin, David Conor},
year = {2025}
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 194 | Milvus: A Purpose-Built Vector Data Management System | 2021 | SIGMOD | 0.00025636725 |
| 1,193 | Weld: A Common Runtime for High Performance Data Analytics | 2017 | CIDR | 0.0001158809 |
| 1,424 | Velox: Meta's Unified Execution Engine | 2022 | VLDB | 0.00010719232 |
| 1,473 | Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware | 2016 | VLDB | 0.00010557973 |
| 2,355 | Vertexica: Your Relational Friend for Graph Analytics! | 2014 | VLDB | 8.5893186e-05 |
| 3,814 | Staircase Join: Teach a Relational DBMS to Watch its (Axis) Steps | 2003 | VLDB | 7.0082358e-05 |
| 5,615 | BOSS - An Architecture for Database Kernel Composition | 2024 | VLDB | 6.0652416e-05 |
| 5,934 | The Flatter, the Better: Query Compilation Based on the Flattening Transformation | 2015 | SIGMOD | 5.9420302e-05 |
| 8,021 | Obi-Wan: Ontology-Based RDF Integration of Heterogeneous Data | 2020 | VLDB | 5.4055699e-05 |
| 11,602 | Hardware-Efficient Data Imputation through DBMS Extensibility | 2024 | VLDB | 4.9793485e-05 |
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