One Pass to Parse Them All: Fused Parallel CSV Processing
Summary: Introduces a synchronization-free, speculative model that fuses parallel CSV parsing with downstream vectorized processing in one pass. csveee uses zero-copy record construction and efficient indexing, reaching 180 GB/s and near-linear multicore scaling. (summarized by gpt-5.6-luna on Aug 28 2026)
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Authors
- 1. Simon Ellmann (Technical University of Munich)
- 2. Thomas Neumann (Technical University of Munich)
BibTeX Citation
@article{ellmann_vldb26,
title = {{One Pass to Parse Them All: Fused Parallel CSV Processing}},
author = {Ellmann, Simon and Neumann, Thomas},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {11},
pages = {3579--3591},
doi = {10.14778/3836663.3836710},
url = {https://doi.org/10.14778/3836663.3836710},
year = {2026}
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 21 | Efficiently Compiling Efficient Query Plans for Modern Hardware | 2011 | VLDB | 0.00056855599 |
| 71 | DuckDB: an Embeddable Analytical Database | 2019 | SIGMOD | 0.00037720227 |
| 373 | Umbra: A Disk-Based System with In-Memory Performance | 2020 | CIDR | 0.00019711632 |
| 1,839 | Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet | 2024 | VLDB | 9.5304799e-05 |
| 1,931 | Instant Loading for Main Memory Databases | 2013 | VLDB | 9.3474242e-05 |
| 2,735 | Speculative Distributed CSV Data Parsing for Big Data Analytics | 2019 | SIGMOD | 8.0761736e-05 |
| 5,160 | Are You Sure You Want to Use MMAP in Your Database Management System? | 2022 | CIDR | 6.2482143e-05 |
| 6,063 | ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data | 2020 | VLDB | 5.8982522e-05 |
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