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Efficient Processing of Data Warehousing Queries in a Split Execution Environment

Summary: Split-execution warehousing: push-down of query fragments into a fast DB layer (HadoopDB), remainder in MapReduce. Join and aggregation strategies on 3TB TPC-H; HadoopDB competitive with commercial DBs and Hive, scalable fault-tolerant analytics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4467
Venue
SIGMOD
Year
2011
Pagerank
9.001663e-05
Overall Rank
2,340 | 83.74%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
1,980 Split Query Processing in Polybase 2013 SIGMOD 9.8740305e-05
2,247 Orca: A Modular Query Optimizer Architecture for Big Data 2014 SIGMOD 9.201975e-05
3,070 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.6157391e-05
3,606 Large-Scale Machine Learning at Twitter 2012 SIGMOD 6.9246371e-05
4,563 The Unified Logging Infrastructure for Data Analytics at Twitter 2012 VLDB 6.0752535e-05
5,446 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 5.4986799e-05
5,750 JECB: a Join-Extension, Code-Based Approach to OLTP Data Partitioning 2014 SIGMOD 5.340715e-05
6,772 Replication at the Speed of Change – a Fast, Scalable Replication Solution for Near Real-Time HTAP Processing 2020 VLDB 4.9260148e-05
7,928 Indexing HDFS Data in PDW: Splitting the data from the index 2014 VLDB 4.6095647e-05
9,893 OceanRT: Real-Time Analytics over Large Temporal Data 2014 SIGMOD 4.2561802e-05
11,695 Integration of Large-Scale Data Processing Systems and Traditional Parallel Database Technology 2019 VLDB 4.1905499e-05
11,956 Tutorial: SQL-on-Hadoop Systems 2015 VLDB 4.1905499e-05
12,013 Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data 2014 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank Cited Paper Year Venue Pagerank
4 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0019040811
15 Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters 2007 SIGMOD 0.0010668335
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076209479
42 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00073570328
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
442 Efficient Parallel Set-Similarity Joins Using MapReduce 2010 SIGMOD 0.00023095823
789 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB 0.00016602215
962 A Comparison of Join Algorithms for Log Processing in MapReduce 2010 SIGMOD 0.00015003834
1,361 SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions 2009 VLDB 0.00012393719
1,945 Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce 2010 VLDB 0.0001000706
2,231 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.2367968e-05
2,636 PLANET: Massively Parallel Learning of Tree Ensembles with MapReduce 2009 VLDB 8.401513e-05
2,985 Supporting Table Partitioning By Reference in Oracle 2008 SIGMOD 7.7758625e-05
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2,123 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4836925e-05
789 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB 0.00016602215
7,269 Oracle In-Database Hadoop: When MapReduce Meets RDBMS 2012 SIGMOD 4.7768528e-05
5,012 Dynamically Optimizing Queries over Large Scale Data Platforms 2014 SIGMOD 5.7543101e-05
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1,980 Split Query Processing in Polybase 2013 SIGMOD 9.8740305e-05
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