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Adaptive Query Processing on RAW Data

Summary: Adapts the engine to raw data formats instead of forcing loading. RAW maps Just-In-Time access paths and column shreds to heterogeneous raw data, enabling transparent querying with reduced conversion costs and 100x speedup vs handcrafted solutions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10960
Venue
VLDB
Year
2014
Pagerank
7.8037446e-05
Overall Rank
3,062 | 79.00%
DOI
10.14778/2732977.2732979

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{karpathiotakis_vldb14,
        title = {{Adaptive Query Processing on RAW Data}},
        author = {Karpathiotakis, Manos and Branco, Miguel and Alagiannis, Ioannis and Ailamaki, Anastasia},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {12},
        pages = {1119--1130},
        doi = {10.14778/2732977.2732979},
        url = {https://doi.org/10.14778/2732977.2732979},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
1,761 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.8154969e-05
2,414 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6078841e-05
2,488 How to Architect a Query Compiler, Revisited 2018 SIGMOD 8.5091578e-05
3,074 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 7.7844208e-05
3,413 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 7.4326381e-05
3,638 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 7.2338361e-05
3,895 The Case For Heterogeneous HTAP 2017 CIDR 7.0416054e-05
4,483 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.6724044e-05
4,764 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.51896e-05
6,181 Just-In-Time Data Virtualization: Lightweight Data Management with ViDa 2015 CIDR 5.9494838e-05
7,179 CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning 2017 VLDB 5.6802479e-05
7,217 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 5.668373e-05
7,461 Bringing Compiling Databases to RISC Architectures 2023 VLDB 5.611858e-05
7,766 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 5.549481e-05
8,494 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.4142129e-05
9,203 RawVis: A System for Efficient In-situ Visual Analytics 2021 SIGMOD 5.3058708e-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
9,837 Evaluating Query Languages and Systems for High-Energy Physics Data 2022 VLDB 5.2110542e-05
10,761 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.093636e-05
11,989 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 5.093636e-05
12,051 Vectorizing an In Situ Query Engine 2016 SIGMOD 5.093636e-05
12,148 Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship 2015 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
6 Pig Latin: A Not-So-Foreign Language for Data Processing 2008 SIGMOD 0.0010686205
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00069513174
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
721 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014631814
1,070 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.0001232307
1,367 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00011014419
1,739 Split Query Processing in Polybase 2013 SIGMOD 9.8814935e-05
1,903 Instant Loading for Main Memory Databases 2013 VLDB 9.5049156e-05
2,151 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 9.0784444e-05
7,043 Automatic Synthesis of Out-of-Core Algorithms 2013 SIGMOD 5.7188039e-05
7,653 Abstraction without regret in data management systems 2013 CIDR 5.575416e-05
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