On-the-fly Data Transformation in Action
Summary: Relational Memory uses specialized hardware to turn a base row table into arbitrary column groups at query time, bridging OLTP and OLAP without duplicating data. Implemented on Xilinx Zynq UltraScale+ MPSoC and demoed in four scenarios, it maximizes cache locality and provides a transparent abstraction for on‑the‑fly layout transformation. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Ju Hyoung Mun (Boston University)
- 2. Konstantinos Karatsenidis (Boston University)
- 3. Tarikul Islam Papon (Boston University)
- 4. Shahin Roozkhosh (Boston University)
- 5. Denis Hoornaert (Technical University of Munich)
- 6. Ulrich Drepper (Red Hat)
- 7. Ahmed Sanaullah (Red Hat)
- 8. Renato Mancuso (Boston University)
- 9. Manos Athanassoulis (Boston University)
BibTeX Citation
@article{mun_vldb23,
title = {{On-the-fly Data Transformation in Action}},
author = {Mun, Ju Hyoung and Karatsenidis, Konstantinos and Papon, Tarikul Islam and Roozkhosh, Shahin and Hoornaert, Denis and Drepper, Ulrich and Sanaullah, Ahmed and Mancuso, Renato and Athanassoulis, Manos},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {12},
pages = {3950--3953},
doi = {10.14778/3611540.3611593},
url = {https://doi.org/10.14778/3611540.3611593},
year = {2023}
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,199 | Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads | 2016 | SIGMOD | 0.00011703966 |
| 1,312 | Hybrid Transactional/Analytical Processing: A Survey | 2017 | SIGMOD | 0.00011193166 |
| 1,367 | H2O: A Hands-free Adaptive Store | 2014 | SIGMOD | 0.00011014419 |
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