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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
10772
Venue
VLDB
Year
2014
Pagerank
6.9859242e-05
Overall Rank
3,548 | 75.32%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9084657e-05
2,700 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.2728509e-05
2,838 How to Architect a Query Compiler, Revisited 2018 SIGMOD 8.0408472e-05
3,437 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 7.0942161e-05
3,891 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.659442e-05
4,326 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.288323e-05
4,602 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.0567387e-05
4,770 The Case For Heterogeneous HTAP 2017 CIDR 5.9338845e-05
5,301 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5790928e-05
6,407 Just-In-Time Data Virtualization: Lightweight Data Management with ViDa 2015 CIDR 5.076547e-05
7,237 CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning 2017 VLDB 4.7928651e-05
7,360 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 4.7525925e-05
7,691 Bringing Compiling Databases to RISC Architectures 2023 VLDB 4.6762283e-05
7,830 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 4.6388763e-05
9,052 RawVis: A System for Efficient In-situ Visual Analytics 2021 SIGMOD 4.4039656e-05
9,187 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 4.3780059e-05
9,379 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3462787e-05
9,655 FlashView: An Interactive Visual Explorer for Raw Data 2017 VLDB 4.3109001e-05
9,702 Evaluating Query Languages and Systems for High-Energy Physics Data 2022 VLDB 4.3008468e-05
10,482 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 4.1945683e-05
11,784 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1945683e-05
11,850 Vectorizing an In Situ Query Engine 2016 SIGMOD 4.1945683e-05
11,950 Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship 2015 VLDB 4.1945683e-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
3 Pig Latin: A Not-So-Foreign Language for Data Processing 2008 SIGMOD 0.0024183614
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059533166
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048186983
757 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00017078358
1,343 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012482538
1,807 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010487796
1,977 Split Query Processing in Polybase 2013 SIGMOD 9.8824589e-05
2,322 Instant Loading for Main Memory Databases 2013 VLDB 9.034874e-05
2,693 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 8.2883398e-05
7,167 Automatic Synthesis of Out-of-Core Algorithms 2013 SIGMOD 4.8123187e-05
7,676 Abstraction without regret in data management systems 2013 CIDR 4.6815729e-05
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Overall Rank Paper Year Venue Pagerank
13,040 Query Processing on Personal Computers: A Pragmatic Approach (Extended Abstract) 1984 VLDB 4.1945683e-05
4,326 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.288323e-05
3,891 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.659442e-05
5,825 Adaptive Query Processing: Why, How, When, What Next 2006 SIGMOD 5.3126934e-05
3,330 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.2150831e-05
3,940 NoDB in Action: Adaptive Query Processing on Raw Data 2012 VLDB 6.6153423e-05
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2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9511058e-05
2,973 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7902322e-05
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