Integrating Hadoop and Parallel DBMS

Summary: Coexistence of Hadoop/MapReduce with Teradata EDW for large-scale BI on data across both systems. Presents three integration efforts that exploit cross-system partitioning for tight data movement, coordinated query, and unified analytics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4371
Venue: SIGMOD
Year: 2010
Pagerank: 7.1539955e-05
Overall Rank: 3,749 | 74.28%
DOI: 10.1145/1807167.1807272

Incoming Non-self Citations Over Time

Authors

1. Yu Xu (Teradata)
2. Pekka Kostamaa (Teradata)
3. Like Gao (Teradata)

BibTeX Citation

@inproceedings{xu_sigmod10,
        title = {{Integrating Hadoop and Parallel DBMS}},
        author = {Xu, Yu and Kostamaa, Pekka and Gao, Like},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807272},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807272},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,067	Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce	2013	VLDB	0.00012327784
1,739	Split Query Processing in Polybase	2013	SIGMOD	9.8814935e-05
3,783	MISO: Souping Up Big Data Query Processing with a Multistore System	2014	SIGMOD	7.1298683e-05
6,312	A Hadoop Based Distributed Loading Approach to Parallel Data Warehouses	2011	SIGMOD	5.9170938e-05
7,965	Emerging Trends in the Enterprise Data Analytics: Connecting Hadoop and DB2 Warehouse	2011	SIGMOD	5.5174991e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
6	Pig Latin: A Not-So-Foreign Language for Data Processing	2008	SIGMOD	0.0010686205
30	SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets	2008	VLDB	0.00051174276
32	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00050111008
44	A Comparison of Approaches to Large-Scale Data Analysis	2009	SIGMOD	0.00046055057
72	Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters	2007	SIGMOD	0.00037695852
120	HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads	2009	VLDB	0.00031680027
642	Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience	2009	VLDB	0.00015395331

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