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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
5263
Venue
SIGMOD
Year
2016
Pagerank
5.9755412e-05
Overall Rank
6,103 | 58.13%
DOI
10.1145/2882903.2903742

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{costea_sigmod16,
        title = {{VectorH: Taking SQL-on-Hadoop to the Next Level}},
        author = {Costea, Andrei and Ionescu, Adrian and Rǎducanu, Bogdan and Świtakowski, Michał and Bârcă, Cristian and Sompolski, Juliusz and Łuszczak, Alicja and Szafrański, Michał and de Nijs, Giel and Boncz, Peter},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2903742},
        url = {https://dl.acm.org/doi/10.1145/2882903.2903742},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
1,312 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011193166
2,926 Distributed Join Algorithms on Thousands of Cores 2017 VLDB 7.9549783e-05
7,780 Petabyte-Scale Row-Level Operations in Data Lakehouses 2024 VLDB 5.5457298e-05
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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
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
49 Weaving Relations for Cache Performance 2001 VLDB 0.00043781096
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
98 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034510605
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
1,076 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012270109
1,621 Orca: A Modular Query Optimizer Architecture for Big Data 2014 SIGMOD 0.00010203114
1,629 Positional Update Handling in Column Stores 2010 SIGMOD 0.00010184131
1,747 SQL Server Column Store Indexes 2011 SIGMOD 9.8494706e-05
1,889 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.5335988e-05
2,706 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.2287564e-05
2,849 Column-Oriented Storage Techniques for MapReduce 2011 VLDB 8.053191e-05
2,850 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 8.0499212e-05
6,692 From Cooperative Scans to Predictive Buffer Management 2012 VLDB 5.8005501e-05
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