NoDB in Action: Adaptive Query Processing on Raw Data
Summary: NoDB minimizes data-to-query time by querying raw data without loading, via the PostgresRaw prototype on PostgreSQL. Query-driven, adaptive access touches, parses, caches, and indexes raw files as a side-effect of queries, achieving zero initialization overhead. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ioannis Alagiannis (EPFL)
- 2. Renata Borovica (EPFL)
- 3. Miguel Branco (EPFL)
- 4. Stratos Idreos (Centrum Wiskunde & Informatica)
- 5. Anastasia Ailamaki (EPFL)
BibTeX Citation
@article{alagiannis_vldb12,
title = {{NoDB in Action: Adaptive Query Processing on Raw Data}},
author = {Alagiannis, Ioannis and Borovica, Renata and Branco, Miguel and Idreos, Stratos and Ailamaki, Anastasia},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {12},
pages = {1942},
doi = {10.14778/2367502.2367543},
url = {https://doi.org/10.14778/2367502.2367543},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,559 | dbTouch: Analytics at your Fingertips | 2013 | CIDR | 8.4156672e-05 |
| 5,048 | FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations | 2017 | VLDB | 6.3870952e-05 |
| 9,436 | GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example | 2023 | SIGMOD | 5.2692207e-05 |
| 9,747 | FlashView: An Interactive Visual Explorer for Raw Data | 2017 | VLDB | 5.227679e-05 |
| 9,913 | Adaptive data transformations for QaaS | 2025 | CIDR | 5.1955087e-05 |
| 12,268 | Mosquito: Another One Bites the Data Upload STream | 2013 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 259 | Database Cracking | 2007 | CIDR | 0.00023119313 |
| 314 | Making Database Systems Usable | 2007 | SIGMOD | 0.00021574636 |
| 868 | Requirements for Science Data Bases and SciDB | 2009 | CIDR | 0.00013504796 |
| 1,070 | NoDB: Efficient Query Execution on Raw Data Files | 2012 | SIGMOD | 0.0001232307 |
| 1,924 | The Researcher's Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds | 2011 | VLDB | 9.4775501e-05 |
| 1,927 | Here are my Data Files. Here are my Queries. Where are my Results? | 2011 | CIDR | 9.4703074e-05 |
| 2,087 | Guided Interaction: Rethinking the Query-Result Paradigm | 2011 | VLDB | 9.1914119e-05 |
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| 2 | 11,494 | XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes | 2023 | VLDB |
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| 8 | 2,435 | Parallel In-Situ Data Processing with Speculative Loading | 2014 | SIGMOD |
| 9 | 3,062 | Adaptive Query Processing on RAW Data | 2014 | VLDB |
| 10 | 1,070 | NoDB: Efficient Query Execution on Raw Data Files | 2012 | SIGMOD |