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: 4847
Venue: SIGMOD
Year: 2014
Pagerank: 7.753765e-05
Overall Rank: 2,998 | 79.15%
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
544	Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources	2018	SIGMOD	0.00020521965
2,267	ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra	2018	VLDB	9.1519895e-05
3,737	Skipping-oriented Partitioning for Columnar Layouts	2017	VLDB	6.8033227e-05
3,967	Apache IoTDB: A Time Series Database for IoT Applications	2023	SIGMOD	6.5796647e-05
3,973	Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing	2019	SIGMOD	6.5758017e-05
4,514	An Empirical Evaluation of Columnar Storage Formats	2024	VLDB	6.1204636e-05
5,125	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.679423e-05
6,264	VectorH: Taking SQL-on-Hadoop to the Next Level	2016	SIGMOD	5.1348427e-05
7,469	Bullion: A Column Store for Machine Learning	2025	CIDR	4.7204398e-05
8,487	Adaptive Compression for Fast Scans on String Columns	2021	SIGMOD	4.4999394e-05
9,128	Apache TsFile: An IoT-native Time Series File Format	2024	VLDB	4.3909921e-05
9,692	GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive	2022	SIGMOD	4.302852e-05
11,126	High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now	2024	VLDB	4.1945683e-05
11,531	Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters	2021	VLDB	4.1945683e-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	0.0040449103
21	C-Store: A Column-oriented DBMS	2005	VLDB	0.00086087497
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
80	Weaving Relations for Cache Performance	2001	VLDB	0.00055721729
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
123	A Decomposition Storage Model	1985	SIGMOD	0.00045255007
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.00028132402
515	QPipe: A Simultaneously Pipelined Relational Query Engine	2005	SIGMOD	0.00021214633
907	Fundamental Techniques for Order Optimization	1996	SIGMOD	0.00015435983
947	MRShare: Sharing Across Multiple Queries in MapReduce	2010	VLDB	0.00015114576
1,026	Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS	2007	VLDB	0.00014589172
1,050	Buffering Database Operations for Enhanced Instruction Cache Performance	2004	SIGMOD	0.00014453896
2,747	Stubby: A Transformation-based Optimizer for MapReduce Workflows	2012	VLDB	8.1828918e-05
2,999	A Combined Framework for Grouping and Order Optimization	2004	VLDB	7.752797e-05
3,115	Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework	2011	SIGMOD	7.543505e-05
3,208	Column-Oriented Storage Techniques for MapReduce	2011	VLDB	7.3781897e-05
5,392	Coloring Away Communication in Parallel Query Optimization	1995	VLDB	5.5329138e-05
6,802	Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters	2013	VLDB	4.9226626e-05
9,092	Optimizing Complex Queries with Multiple Relation Instances	2008	SIGMOD	4.3981563e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,261	Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce	2013	VLDB	0.00012989236
3,208	Column-Oriented Storage Techniques for MapReduce	2011	VLDB	7.3781897e-05
2,337	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD	9.0098186e-05
4,514	An Empirical Evaluation of Columnar Storage Formats	2024	VLDB	6.1204636e-05
7,907	Petabyte-Scale Row-Level Operations in Data Lakehouses	2024	VLDB	4.6205839e-05
8,924	QMapper for Smart Grid: Migrating SQL-based Application to Hive	2015	SIGMOD	4.427232e-05
11,286	DHive: Query Execution Performance Analysis via Dataflow in Apache Hive	2023	VLDB	4.1945683e-05
2,127	SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures	2014	VLDB	9.4863172e-05
70	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00059533166
3,973	Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing	2019	SIGMOD	6.5758017e-05