Just-In-Time Data Virtualization: Lightweight Data Management with ViDa
Summary: ViDa virtualizes heterogeneous raw data and executes queries without upfront ingestion by generating just-in-time query engines and operators that treat raw files as native storage. Adaptive per-query operators/caches and an expressive heterogeneous-data language enable dynamic optimization and integration of existing languages, avoiding static operators and costly data copies. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Manos Karpathiotakis (EPFL)
- 2. Ioannis Alagiannis (EPFL)
- 3. Thomas Heinis (EPFL; Imperial College London)
- 4. Miguel Branco (EPFL)
- 5. Anastasia Ailamaki (EPFL)
BibTeX Citation
@inproceedings{karpathiotakis_cidr15,
address = {Amsterdam, Netherlands},
series = {{CIDR} '15},
title = {{Just-In-Time Data Virtualization: Lightweight Data Management with ViDa}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Karpathiotakis, Manos and Alagiannis, Ioannis and Heinis, Thomas and Branco, Miguel and Ailamaki, Anastasia},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,348 | Filter Before You Parse: Faster Analytics on Raw Data with Sparser | 2018 | VLDB | 8.5972138e-05 |
| 2,420 | How to Architect a Query Compiler, Revisited | 2018 | SIGMOD | 8.4883426e-05 |
| 3,445 | Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing | 2017 | VLDB | 7.2911896e-05 |
| 3,505 | Fast Queries Over Heterogeneous Data Through Engine Customization | 2016 | VLDB | 7.2474175e-05 |
| 3,934 | The Case For Heterogeneous HTAP | 2017 | CIDR | 6.9145781e-05 |
| 5,094 | Towards Scalable Hybrid Stores: Constraint-Based Rewriting to the Rescue | 2019 | SIGMOD | 6.2767625e-05 |
| 7,302 | CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning | 2017 | VLDB | 5.5584215e-05 |
| 8,831 | Boosting Efficiency of External Pipelines by Blurring Application Boundaries | 2022 | CIDR | 5.2665331e-05 |
| 9,330 | Dynamic Speculative Optimizations for SQL Compilation in Apache Spark | 2020 | VLDB | 5.1918883e-05 |
| 12,446 | Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship | 2015 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 24 of 24 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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