Major Technical Advancements in Apache Hive

Summary: Unveils ORC File (Optimized Record Columnar File) as Hive's new columnar format to boost storage density and data access. Introduces a vectorized execution engine and a smarter planner that eliminates redundant plan steps, delivering notable storage and query performance gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4848
Venue: SIGMOD
Year: 2014
Pagerank: 7.7477264e-05
Overall Rank: 2,998 | 79.17%
DOI: 10.1145/2588555.2595630

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
542	Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources	2018	SIGMOD	0.00020522627
2,274	ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra	2018	VLDB	9.1432785e-05
3,731	Skipping-oriented Partitioning for Columnar Layouts	2017	VLDB	6.8074069e-05
3,966	Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing	2019	SIGMOD	6.5782437e-05
3,971	Apache IoTDB: A Time Series Database for IoT Applications	2023	SIGMOD	6.5733348e-05
4,516	An Empirical Evaluation of Columnar Storage Formats	2024	VLDB	6.1146215e-05
5,129	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.6724875e-05
6,257	VectorH: Taking SQL-on-Hadoop to the Next Level	2016	SIGMOD	5.1316025e-05
7,470	Bullion: A Column Store for Machine Learning	2025	CIDR	4.7159125e-05
8,444	Adaptive Compression for Fast Scans on String Columns	2021	SIGMOD	4.5043421e-05
9,127	Apache TsFile: An IoT-native Time Series File Format	2024	VLDB	4.3867836e-05
9,691	GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive	2022	SIGMOD	4.2987288e-05
11,129	High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now	2024	VLDB	4.1905499e-05
11,535	Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters	2021	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
1	Access Path Selection in a Relational Database Management System	1979	SIGMOD	0.0040465394
20	C-Store: A Column-oriented DBMS	2005	VLDB	0.00086163998
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076209479
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
80	Weaving Relations for Cache Performance	2001	VLDB	0.00055735291
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048217028
123	A Decomposition Storage Model	1985	SIGMOD	0.00045235743
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.0002815547
515	QPipe: A Simultaneously Pipelined Relational Query Engine	2005	SIGMOD	0.00021209491
904	Fundamental Techniques for Order Optimization	1996	SIGMOD	0.00015425636
947	MRShare: Sharing Across Multiple Queries in MapReduce	2010	VLDB	0.00015112344
1,027	Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS	2007	VLDB	0.0001458537
1,046	Buffering Database Operations for Enhanced Instruction Cache Performance	2004	SIGMOD	0.00014446882
2,754	Stubby: A Transformation-based Optimizer for MapReduce Workflows	2012	VLDB	8.1720428e-05
2,999	A Combined Framework for Grouping and Order Optimization	2004	VLDB	7.7460195e-05
3,120	Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework	2011	SIGMOD	7.533894e-05
3,193	Column-Oriented Storage Techniques for MapReduce	2011	VLDB	7.4073719e-05
5,397	Coloring Away Communication in Parallel Query Optimization	1995	VLDB	5.5277465e-05
6,799	Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters	2013	VLDB	4.9181295e-05
9,089	Optimizing Complex Queries with Multiple Relation Instances	2008	SIGMOD	4.3939805e-05

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Overall Rank	Paper	Year	Venue	Pagerank
1,199	Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce	2013	VLDB	0.00013358019
3,193	Column-Oriented Storage Techniques for MapReduce	2011	VLDB	7.4073719e-05
2,340	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD	9.001663e-05
4,516	An Empirical Evaluation of Columnar Storage Formats	2024	VLDB	6.1146215e-05
7,907	Petabyte-Scale Row-Level Operations in Data Lakehouses	2024	VLDB	4.6161532e-05
8,927	QMapper for Smart Grid: Migrating SQL-based Application to Hive	2015	SIGMOD	4.4229886e-05
11,288	DHive: Query Execution Performance Analysis via Dataflow in Apache Hive	2023	VLDB	4.1905499e-05
2,123	SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures	2014	VLDB	9.4836925e-05
70	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00059744625
3,966	Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing	2019	SIGMOD	6.5782437e-05