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Hive - A Warehousing Solution Over a Map-Reduce Framework

Summary: Hive brings SQL-like declarative warehousing to Hadoop by compiling HiveQL into MapReduce, while retaining extensibility via custom scripts and data formats. Its rich nested type system and catalog of schemas/statistics enable large-scale exploration and optimization. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hcc7c6e4b04247911
Venue
VLDB
Year
2009
Pagerank
0.00049707539
Overall Rank
31 | 99.80%
DOI
10.14778/1687553.1687609

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{thusoo_vldb09,
        title = {{Hive - A Warehousing Solution Over a Map-Reduce Framework}},
        author = {Thusoo, Ashish and Sarma, Joydeep Sen and Jain, Namit and Shao, Zheng and Chakka, Prasad and Anthony, Suresh and Liu, Hao and Wyckoff, Pete and Murthy, Raghotham},
        journal = {PVLDB},
        series = {{VLDB} '09},
        volume = {2},
        number = {2},
        pages = {1626--1629},
        doi = {10.14778/1687553.1687609},
        url = {https://doi.org/10.14778/1687553.1687609},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 136 citing papers.

Rank Citing Paper Year Venue Pagerank
147 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.00028941363
177 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026571747
278 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00022277737
328 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020889528
382 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.0001946654
392 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.0001917435
677 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB 0.00014835154
825 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013600553
841 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00013503124
876 Tenzing: A SQL Implementation On The MapReduce Framework 2011 VLDB 0.00013272245
982 Parallel Evaluation of Conjunctive Queries 2011 PODS 0.00012687016
1,009 Simulation of Database-Valued Markov Chains Using SimSQL 2013 SIGMOD 0.00012518224
1,039 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00012349128
1,040 Jaql: A Scripting Language for Large Scale Semistructured Data Analysis 2011 VLDB 0.00012336829
1,065 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00012181098
1,074 Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads 2012 VLDB 0.00012131641
1,083 Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML 2014 VLDB 0.00012089325
1,084 Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce 2013 VLDB 0.00012086348
1,183 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00011589152
1,242 Communication Steps for Parallel Query Processing 2013 PODS 0.00011372366
1,280 Manu: A Cloud Native Vector Database Management System 2022 VLDB 0.00011199537
1,375 Ricardo: Integrating R and Hadoop 2010 SIGMOD 0.00010861932
1,379 Scuba: Diving into Data at Facebook 2013 VLDB 0.00010836332
1,393 Provenance for Generalized Map and Reduce Workflows 2011 CIDR 0.00010784123
1,424 V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors 2012 VLDB 0.00010694144
1,435 Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems 2014 SIGMOD 0.00010659454
1,436 Towards a Learning Optimizer for Shared Clouds 2019 VLDB 0.00010658836
1,470 The Performance of MapReduce: An In-depth Study 2010 VLDB 0.00010532106
1,509 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010415166
1,562 Titian: Data Provenance Support in Spark 2016 VLDB 0.00010192248
1,625 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010028153
1,757 Selecting Subexpressions to Materialize at Datacenter Scale 2018 VLDB 9.7050769e-05
1,785 Samza: Stateful Scalable Stream Processing at LinkedIn 2017 VLDB 9.6438157e-05
1,839 DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models 2019 SIGMOD 9.5187688e-05
1,850 Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce 2010 VLDB 9.4997173e-05
1,936 ReStore: Reusing Results of MapReduce Jobs 2012 VLDB 9.3375824e-05
1,942 Instant Loading for Main Memory Databases 2013 VLDB 9.3133693e-05
2,124 Opening the Black Boxes in Data Flow Optimization 2012 VLDB 8.9915327e-05
2,250 Cumulon: Optimizing Statistical Data Analysis in the Cloud 2013 SIGMOD 8.7477605e-05
2,299 A Platform for Scalable One-Pass Analytics using MapReduce 2011 SIGMOD 8.6639611e-05
2,372 Online Aggregation and Continuous Query support in MapReduce 2010 SIGMOD 8.5454388e-05
2,421 epiC: an Extensible and Scalable System for Processing Big Data 2014 VLDB 8.4793059e-05
2,429 BigDansing: A System for Big Data Cleansing 2015 SIGMOD 8.4657925e-05
2,474 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.3955114e-05
2,505 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.3555487e-05
2,543 SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment 2016 SIGMOD 8.2993351e-05
2,644 Big Data Analytics with Datalog Queries on Spark 2016 SIGMOD 8.1655777e-05
2,699 CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop 2011 VLDB 8.100024e-05
2,758 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 8.0283838e-05
2,831 F1 Query: Declarative Querying at Scale 2018 VLDB 7.945337e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

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

Rank Cited Paper Year Venue Pagerank
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
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