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Fast Queries Over Heterogeneous Data Through Engine Customization

Summary: Proteus natively supports CSV, JSON, and relational binary data via a multi-format algebra. It uses per-query code generation to tailor storage and execution to the dataset and workload, delivering fast cross-format analytics under one interface. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11385
Venue
VLDB
Year
2016
Pagerank
6.2823814e-05
Overall Rank
4,319 | 69.99%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
2,122 SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle 2020 CIDR 9.4905306e-05
2,659 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 8.3615158e-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
3,893 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.653922e-05
3,920 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 6.6246708e-05
4,359 Hardware-conscious Query Processing in GPU-accelerated Analytical Engines 2019 CIDR 6.2493951e-05
4,508 SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning 2017 CIDR 6.1261819e-05
4,603 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.0515823e-05
4,702 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 5.9796907e-05
4,774 The Case For Heterogeneous HTAP 2017 CIDR 5.9279395e-05
5,020 Adaptive HTAP through Elastic Resource Scheduling 2020 SIGMOD 5.7482116e-05
5,304 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5738777e-05
5,741 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 5.3450701e-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
7,702 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 4.6689015e-05
8,101 Micro-architectural Analysis of OLAP: Limitations and Opportunities 2020 VLDB 4.581825e-05
8,370 LAQy: Efficient and Reusable Query Approximations via Lazy Sampling 2023 SIGMOD 4.5287754e-05
8,689 Boosting Efficiency of External Pipelines by Blurring Application Boundaries 2022 CIDR 4.4619184e-05
9,052 RawVis: A System for Efficient In-situ Visual Analytics 2021 SIGMOD 4.3997447e-05
9,294 In-Browser Interactive SQL Analytics with Afterburner 2017 SIGMOD 4.3580163e-05
9,355 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3484264e-05
9,917 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR 4.2520778e-05
11,792 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 34 of 34 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
59 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.0006445664
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061707583
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
89 Common Expression Analysis in Database Applications 1982 SIGMOD 0.00052299473
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
153 Relational Databases for Querying XML Documents: Limitations and Opportunities 1999 VLDB 0.00040759404
158 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00040401371
160 Automated Selection of Materialized Views and Indexes for SQL Databases 2000 VLDB 0.00040053897
179 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00037637319
345 Don't Scrap It, Wrap It! A Wrapper Architecture for Legacy Data Sources 1997 VLDB 0.00026634783
403 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00024176677
594 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019515008
701 Building Efficient Query Engines in a High-Level Language 2014 VLDB 0.00017893039
978 DynaMat: A Dynamic View Management System for Data Warehouses 1999 SIGMOD 0.00014876414
1,265 Jaql: A Scripting Language for Large Scale Semistructured Data Analysis 2011 VLDB 0.00012933537
1,346 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012472598
1,437 AsterixDB: A Scalable, Open Source BDMS 2014 VLDB 0.00011973401
1,787 MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine 2006 SIGMOD 0.00010543821
1,801 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010485628
1,980 Split Query Processing in Polybase 2013 SIGMOD 9.8740305e-05
2,006 Sinew: A SQL System for Multi-Structured Data 2014 SIGMOD 9.8144532e-05
2,066 System RX: One Part Relational, One Part XML 2005 SIGMOD 9.64571e-05
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9502761e-05
2,383 How to Architect a Query Compiler 2016 SIGMOD 8.9198524e-05
2,695 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 8.2827669e-05
2,764 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1607305e-05
2,780 JSON Data Management – Supporting Schema-less Development in RDBMS 2014 SIGMOD 8.1307901e-05
2,975 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 7.7871791e-05
3,548 Adaptive Query Processing on RAW Data 2014 VLDB 6.9798836e-05
4,203 Cost Models DO Matter: Providing Cost Information for Diverse Data Sources in a Federated System 1999 VLDB 6.3561618e-05
6,403 Just-In-Time Data Virtualization: Lightweight Data Management with ViDa 2015 CIDR 5.0717043e-05
6,591 Towards An Enterprise XML Architecture 2005 SIGMOD 4.9960505e-05
7,557 Invisible Glue: Scalable Self-Tuning Multi-Stores 2015 CIDR 4.7070194e-05
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3,307 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 7.2391191e-05
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6,403 Just-In-Time Data Virtualization: Lightweight Data Management with ViDa 2015 CIDR 5.0717043e-05
5,304 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5738777e-05
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