VectorH: Taking SQL-on-Hadoop to the Next Level

Summary: VectorH extends SQL-on-Hadoop by layering Vectorwise on HDFS for fault-tolerant storage with read-locality via replication policy. PDT-based trickle updates enable update-averse tables; YARN-enabled MPP with Spark yields substantial gains over Hive/Impala. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5201
Venue: SIGMOD
Year: 2016
Pagerank: 5.1348427e-05
Overall Rank: 6,264 | 56.43%
DOI: 10.1145/2882903.2903742

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,792	Hybrid Transactional/Analytical Processing: A Survey	2017	SIGMOD	0.00010537893
3,443	Distributed Join Algorithms on Thousands of Cores	2017	VLDB	7.0887214e-05
7,907	Petabyte-Scale Row-Level Operations in Data Lakehouses	2024	VLDB	4.6205839e-05

Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061639801
80	Weaving Relations for Cache Performance	2001	VLDB	0.00055721729
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
113	Encapsulation of Parallelism in the Volcano Query Processing System	1990	SIGMOD	0.00046764513
241	DB2 with BLU Acceleration: So Much More than Just a Column Store	2013	VLDB	0.00031420034
476	Impala: A Modern, Open-Source SQL Engine for Hadoop	2015	CIDR	0.00022226941
1,409	High-Speed Query Processing over High-Speed Networks	2016	VLDB	0.00012132768
1,949	Positional Update Handling in Column Stores	2010	SIGMOD	9.9864085e-05
2,127	SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures	2014	VLDB	9.4863172e-05
2,249	Orca: A Modular Query Optimizer Architecture for Big Data	2014	SIGMOD	9.2034693e-05
2,258	SQL Server Column Store Indexes	2011	SIGMOD	9.1678883e-05
2,998	Major Technical Advancements in Apache Hive	2014	SIGMOD	7.753765e-05
3,066	HAWQ: A Massively Parallel Processing SQL Engine in Hadoop	2014	SIGMOD	7.6221974e-05
3,208	Column-Oriented Storage Techniques for MapReduce	2011	VLDB	7.3781897e-05
6,860	From Cooperative Scans to Predictive Buffer Management	2012	VLDB	4.9055084e-05

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2,337	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD	9.0098186e-05
3,066	HAWQ: A Massively Parallel Processing SQL Engine in Hadoop	2014	SIGMOD	7.6221974e-05