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HAWQ: A Massively Parallel Processing SQL Engine in Hadoop

Summary: MPP SQL on HDFS combining DBMS-style parallelism with Hadoop; standard SQL with full ACID transactions. UDP interconnect, fault tolerance, read-optimized storage, and extensible data-store support for Hadoop formats; ~40x Stinger, ~35–45x Hive. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4854
Venue
SIGMOD
Year
2014
Pagerank
7.6157391e-05
Overall Rank
3,070 | 78.67%
DOI
10.1145/2588555.2595636

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank Citing Paper Year Venue Pagerank
2,123 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4836925e-05
4,364 Evolving Databases for New-Gen Big Data Applications 2017 CIDR 6.2454708e-05
5,446 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 5.4986799e-05
5,543 Lightweight Cardinality Estimation in LSM-based Systems 2018 SIGMOD 5.4486922e-05
6,257 VectorH: Taking SQL-on-Hadoop to the Next Level 2016 SIGMOD 5.1316025e-05
6,403 Just-In-Time Data Virtualization: Lightweight Data Management with ViDa 2015 CIDR 5.0717043e-05
8,482 Optimization of Common Table Expressions in MPP Database Systems 2015 VLDB 4.4965793e-05
11,695 Integration of Large-Scale Data Processing Systems and Traditional Parallel Database Technology 2019 VLDB 4.1905499e-05
11,853 Datometry Hyper-Q: Bridging the Gap Between Real-Time and Historical Analytics 2016 SIGMOD 4.1905499e-05
11,956 Tutorial: SQL-on-Hadoop Systems 2015 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 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
23 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00083899338
42 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00073570328
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.0004673401
139 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 0.00042320525
158 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00040401371
169 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00038967371
539 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020615453
900 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015466804
909 Tenzing A SQL Implementation On The MapReduce Framework 2011 VLDB 0.0001540191
956 Serializable Snapshot Isolation in PostgreSQL 2012 VLDB 0.00015068342
1,590 Column-oriented Database Systems 2009 VLDB 0.00011230525
1,615 The Performance of MapReduce: An In-depth Study 2010 VLDB 0.00011137225
1,980 Split Query Processing in Polybase 2013 SIGMOD 9.8740305e-05
2,340 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 9.001663e-05
7,269 Oracle In-Database Hadoop: When MapReduce Meets RDBMS 2012 SIGMOD 4.7768528e-05
7,879 Emerging Trends in the Enterprise Data Analytics: Connecting Hadoop and DB2 Warehouse 2011 SIGMOD 4.6253726e-05
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