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Hive - A Warehousing Solution Over a Map-Reduce Framework

Summary: Hive provides a data warehousing layer on Hadoop with SQL-like HiveQL compiled to MapReduce for scalable analytics on commodity hardware. It adds an extensible IO layer, a nested type system, and a centralized Hive-Metastore catalog for statistics and optimization, enabling large-scale deployments (thousands of tables, TB-scale data). (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9963
Venue
VLDB
Year
2009
Pagerank
0.00059744625
Overall Rank
70 | 99.52%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 50 of 133 citing papers.

Rank Citing Paper Year Venue Pagerank
211 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0003401421
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.0002815547
332 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00027173479
395 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.00024440144
536 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020651621
542 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.00020522627
789 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB 0.00016602215
909 Tenzing A SQL Implementation On The MapReduce Framework 2011 VLDB 0.0001540191
947 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00015112344
981 Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads 2012 VLDB 0.00014866268
1,114 Parallel Evaluation of Conjunctive Queries 2011 PODS 0.00013871948
1,165 Simulation of Database-Valued Markov Chains Using SimSQL 2013 SIGMOD 0.00013567206
1,199 Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce 2013 VLDB 0.00013358019
1,265 Jaql: A Scripting Language for Large Scale Semistructured Data Analysis 2011 VLDB 0.00012933537
1,301 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00012702767
1,320 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00012606067
1,407 Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML 2014 VLDB 0.00012163413
1,411 Communication Steps for Parallel Query Processing 2013 PODS 0.00012118832
1,441 Provenance for Generalized Map and Reduce Workflows 2011 CIDR 0.00011950114
1,473 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00011786148
1,488 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011690191
1,494 Ricardo: Integrating R and Hadoop 2010 SIGMOD 0.00011677793
1,574 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00011289028
1,615 The Performance of MapReduce: An In-depth Study 2010 VLDB 0.00011137225
1,721 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010741822
1,775 V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors 2012 VLDB 0.00010584816
1,797 epiC: an Extensible and Scalable System for Processing Big Data 2014 VLDB 0.00010502488
1,838 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010353323
1,867 Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems 2014 SIGMOD 0.00010264932
1,921 Selecting Subexpressions to Materialize at Datacenter Scale 2018 VLDB 0.00010085899
1,945 Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce 2010 VLDB 0.0001000706
2,030 Titian: Data Provenance Support in Spark 2016 VLDB 9.734332e-05
2,080 Towards a Learning Optimizer for Shared Clouds 2019 VLDB 9.5954034e-05
2,211 ReStore: Reusing Results of MapReduce Jobs 2012 VLDB 9.2823037e-05
2,264 Manu: A Cloud Native Vector Database Management System 2022 VLDB 9.1587362e-05
2,326 Instant Loading for Main Memory Databases 2013 VLDB 9.0271498e-05
2,339 Samza: Stateful Scalable Stream Processing at LinkedIn 2017 VLDB 9.0029559e-05
2,441 CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop 2011 VLDB 8.8106295e-05
2,476 A Platform for Scalable One-Pass Analytics using MapReduce 2011 SIGMOD 8.6907971e-05
2,494 DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models 2019 SIGMOD 8.6457436e-05
2,616 Opening the Black Boxes in Data Flow Optimization 2012 VLDB 8.4457819e-05
2,672 Cumulon: Optimizing Statistical Data Analysis in the Cloud 2013 SIGMOD 8.3334428e-05
2,735 Online Aggregation and Continuous Query support in MapReduce 2010 SIGMOD 8.2058004e-05
2,823 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 8.0593793e-05
2,850 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.0194228e-05
2,959 SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment 2016 SIGMOD 7.8116974e-05
3,000 BigDansing: A System for Big Data Cleansing 2015 SIGMOD 7.7447724e-05
3,070 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.6157391e-05
3,153 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4706916e-05
3,207 Big Data Analytics with Datalog Queries on Spark 2016 SIGMOD 7.3847098e-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
22 SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets 2008 VLDB 0.00084679526
42 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00073570328
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