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HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads

Summary: HadoopDB hybridizes MapReduce’s scalability, fault tolerance, and data flexibility with parallel-DBMS query processing and storage. Its prototype targets commodity shared-nothing/cloud clusters, approaching DBMS performance without sacrificing MapReduce robustness. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hf795d89d038f12ee
Venue
VLDB
Year
2009
Pagerank
0.00031017868
Overall Rank
120 | 99.20%
DOI
10.14778/1687627.1687731

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{abouzeid_vldb09,
        title = {{HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads}},
        author = {Abouzeid, Azza and Bajda-Pawlikowski, Kamil and Abadi, Daniel and Silberschatz, Avi and Rasin, Alexander},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687731},
        url = {https://doi.org/10.14778/1687627.1687731},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 72 citing papers.

Rank Citing Paper Year Venue Pagerank
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043085722
385 HaLoop: Efficient Iterative Data Processing on Large Clusters 2010 VLDB 0.00019419661
436 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018274105
513 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00017023182
677 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB 0.00014835154
759 Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs 2011 VLDB 0.00014194746
825 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013600553
876 Tenzing: A SQL Implementation On The MapReduce Framework 2011 VLDB 0.00013272245
944 Starfish: A Self-tuning System for Big Data Analytics 2011 CIDR 0.00012927479
1,009 Simulation of Database-Valued Markov Chains Using SimSQL 2013 SIGMOD 0.00012518224
1,084 Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce 2013 VLDB 0.00012086348
1,286 Automatic Optimization for MapReduce Programs 2011 VLDB 0.00011187304
1,296 From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System 2015 SIGMOD 0.00011119184
1,470 The Performance of MapReduce: An In-depth Study 2010 VLDB 0.00010532106
1,625 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010028153
1,850 Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce 2010 VLDB 9.4997173e-05
1,889 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4145058e-05
1,892 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 9.405261e-05
1,942 Instant Loading for Main Memory Databases 2013 VLDB 9.3133693e-05
2,187 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 8.8889656e-05
2,421 epiC: an Extensible and Scalable System for Processing Big Data 2014 VLDB 8.4793059e-05
2,491 REX: Recursive, Delta-Based Data-Centric Computation 2012 VLDB 8.3733589e-05
2,561 Minimal MapReduce Algorithms 2013 SIGMOD 8.2743492e-05
2,618 dbTouch: Analytics at your Fingertips 2013 CIDR 8.1988906e-05
2,699 CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop 2011 VLDB 8.100024e-05
2,912 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.8573961e-05
2,918 Column-Oriented Storage Techniques for MapReduce 2011 VLDB 7.8517976e-05
3,017 Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework 2011 SIGMOD 7.7319353e-05
3,156 Query Optimization Techniques for Partitioned Tables 2011 SIGMOD 7.5694347e-05
3,271 How to Fit when No One Size Fits 2013 CIDR 7.4609627e-05
3,347 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 7.3802385e-05
3,510 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 7.2263115e-05
3,693 The Myria Big Data Management and Analytics System and Cloud Service 2017 CIDR 7.0738965e-05
3,799 Large-Scale Machine Learning at Twitter 2012 SIGMOD 6.9933489e-05
3,831 Integrating Hadoop and Parallel DBMS 2010 SIGMOD 6.9765502e-05
3,848 MISO: Souping Up Big Data Query Processing with a Multistore System 2014 SIGMOD 6.9657736e-05
3,907 Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in SCOPE 2019 VLDB 6.9139522e-05
3,945 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.8925046e-05
4,175 Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines 2015 VLDB 6.7506691e-05
4,266 The Unified Logging Infrastructure for Data Analytics at Twitter 2012 VLDB 6.6787601e-05
4,999 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 6.3086259e-05
5,496 Big Graphs: Challenges and Opportunities 2022 VLDB 6.0944008e-05
5,664 Building Wavelet Histograms on Large Data in MapReduce 2012 VLDB 6.0293278e-05
5,876 Towards Energy-Efficient Database Cluster Design 2012 VLDB 5.945182e-05
6,292 HadoopDB in Action: Building Real World Applications 2010 SIGMOD 5.8048757e-05
6,337 Clydesdale: Structured Data Processing on Hadoop 2012 SIGMOD 5.7928915e-05
6,408 Replication at the Speed of Change - a Fast, Scalable Replication Solution for Near Real-Time HTAP Processing 2020 VLDB 5.7786603e-05
7,052 The Next Generation Operational Data Historian for IoT Based on Informix 2014 SIGMOD 5.5961966e-05
7,329 Optimization for iterative queries on MapReduce 2014 VLDB 5.5364687e-05
7,632 Are We Experiencing a Big Data Bubble? 2014 SIGMOD 5.4637173e-05
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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 0.0010494385
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00068985264
30 SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets 2008 VLDB 0.00050364918
43 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00045453255
55 GAMMA - A High Performance Dataflow Database Machine 1986 VLDB 0.00040385073
659 An Overview of The System Software of A Parallel Relational Database Machine GRACE 1986 VLDB 0.00015027863
2,875 Cooperative Expendable Micro-Slice Servers (CEMS): Low Cost, Low Power Servers for Internet-Scale Services 2009 CIDR 7.8980331e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 1,074 Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads 2012 VLDB
2 677 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB
3 43 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD
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5 2,299 A Platform for Scalable One-Pass Analytics using MapReduce 2011 SIGMOD
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