Database Paper Browser

Back to papers

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
10773
Venue
VLDB
Year
2014
Pagerank
6.9798836e-05
Overall Rank
3,548 | 75.35%
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 8.9006978e-05
2,706 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.2655235e-05
2,843 How to Architect a Query Compiler, Revisited 2018 SIGMOD 8.0334687e-05
3,432 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 7.0974248e-05
3,893 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.653922e-05
4,319 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.2823814e-05
4,603 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.0515823e-05
4,774 The Case For Heterogeneous HTAP 2017 CIDR 5.9279395e-05
5,304 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5738777e-05
6,403 Just-In-Time Data Virtualization: Lightweight Data Management with ViDa 2015 CIDR 5.0717043e-05
7,233 CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning 2017 VLDB 4.788267e-05
7,356 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 4.748111e-05
7,692 Bringing Compiling Databases to RISC Architectures 2023 VLDB 4.6717437e-05
7,836 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 4.6345023e-05
9,052 RawVis: A System for Efficient In-situ Visual Analytics 2021 SIGMOD 4.3997447e-05
9,191 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 4.3738237e-05
9,355 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3484264e-05
9,656 FlashView: An Interactive Visual Explorer for Raw Data 2017 VLDB 4.3067693e-05
9,701 Evaluating Query Languages and Systems for High-Energy Physics Data 2022 VLDB 4.2967256e-05
10,492 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 4.1905499e-05
11,792 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1905499e-05
11,858 Vectorizing an In Situ Query Engine 2016 SIGMOD 4.1905499e-05
11,958 Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship 2015 VLDB 4.1905499e-05
Previous Page 1 / 1 Next

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 0.0024217964
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076209479
59 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.0006445664
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
754 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00017093267
1,346 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012472598
1,801 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010485628
1,980 Split Query Processing in Polybase 2013 SIGMOD 9.8740305e-05
2,326 Instant Loading for Main Memory Databases 2013 VLDB 9.0271498e-05
2,695 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 8.2827669e-05
7,166 Automatic Synthesis of Out-of-Core Algorithms 2013 SIGMOD 4.8077578e-05
7,675 Abstraction without regret in data management systems 2013 CIDR 4.6771117e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
13,051 Query Processing on Personal Computers: A Pragmatic Approach (Extended Abstract) 1984 VLDB 4.1905499e-05
4,319 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.2823814e-05
3,893 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.653922e-05
5,833 Adaptive Query Processing: Why, How, When, What Next 2006 SIGMOD 5.3083853e-05
3,331 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.2094696e-05
3,941 NoDB in Action: Adaptive Query Processing on Raw Data 2012 VLDB 6.6090509e-05
11,858 Vectorizing an In Situ Query Engine 2016 SIGMOD 4.1905499e-05
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9502761e-05
2,975 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7871791e-05
1,346 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012472598