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Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing
Summary: Apache Hive evolves from MapReduce to an enterprise-grade data warehouse via a hybrid MPP/big-data architecture that integrates SQL, storage formats, and cloud concepts. Innovations cover Transactions, optimizer, runtime, and federation, with experiments on typical workloads and a forward-looking community roadmap.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5658
- Venue
- SIGMOD
- Year
- 2019
- Pagerank
- 6.5782437e-05
- Overall Rank
- 3,966 | 72.44%
- DOI
-
10.1145/3299869.3314045
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 4,327 |
Big Metadata: When Metadata is Big Data |
2021 |
VLDB |
6.2765351e-05 |
| 6,332 |
Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine |
2024 |
SIGMOD |
5.1021765e-05 |
| 7,907 |
Petabyte-Scale Row-Level Operations in Data Lakehouses |
2024 |
VLDB |
4.6161532e-05 |
| 8,596 |
LST-Bench: Benchmarking Log-Structured Tables in the Cloud |
2024 |
SIGMOD |
4.4839589e-05 |
| 8,607 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
4.4810982e-05 |
| 8,781 |
Bringing Cloud-Native Storage to SAP IQ |
2021 |
SIGMOD |
4.4479873e-05 |
| 9,236 |
AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes |
2025 |
SIGMOD |
4.3648789e-05 |
| 9,691 |
GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive |
2022 |
SIGMOD |
4.2987288e-05 |
| 10,415 |
Dynamic Pruning for Recursive Joins |
2025 |
SIGMOD |
4.1905499e-05 |
| 11,199 |
QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,293 |
ADOps: An Anomaly Detection Pipeline in Structured Logs |
2023 |
VLDB |
4.1905499e-05 |
| 11,695 |
Integration of Large-Scale Data Processing Systems and Traditional Parallel Database Technology |
2019 |
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 |
| 11 |
Implementing Data Cubes Efficiently |
1996 |
SIGMOD |
0.0011695087 |
| 109 |
Dremel: Interactive Analysis of Web-Scale Datasets |
2010 |
VLDB |
0.00048217028 |
| 160 |
Automated Selection of Materialized Views and Indexes for SQL Databases |
2000 |
VLDB |
0.00040053897 |
| 167 |
The Snowflake Elastic Data Warehouse |
2016 |
SIGMOD |
0.00039408116 |
| 181 |
LEO - DB2's LEarning Optimizer |
2001 |
VLDB |
0.00036970794 |
| 258 |
DB2 Design Advisor: Integrated Automatic Physical Database Design |
2004 |
VLDB |
0.00030196528 |
| 348 |
Serializable Isolation for Snapshot Databases |
2008 |
SIGMOD |
0.00026473778 |
| 424 |
Amazon Redshift and the Case for Simpler Data Warehouses |
2015 |
SIGMOD |
0.00023604384 |
| 476 |
Impala: A Modern, Open-Source SQL Engine for Hadoop |
2015 |
CIDR |
0.00022216002 |
| 482 |
Incremental Maintenance of Views with Duplicates |
1995 |
SIGMOD |
0.00022145976 |
| 542 |
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources |
2018 |
SIGMOD |
0.00020522627 |
| 728 |
Optimizing Queries Using Materialized Views: A Practical, Scalable Solution |
2001 |
SIGMOD |
0.00017459654 |
| 1,223 |
Enhancements to SQL Server Column Stores |
2013 |
SIGMOD |
0.00013192321 |
| 1,588 |
Druid: A Real-time Analytical Data Store |
2014 |
SIGMOD |
0.00011232949 |
| 2,247 |
Orca: A Modular Query Optimizer Architecture for Big Data |
2014 |
SIGMOD |
9.201975e-05 |
| 2,998 |
Major Technical Advancements in Apache Hive |
2014 |
SIGMOD |
7.7477264e-05 |
| 4,171 |
Computation Reuse in Analytics Job Service at Microsoft |
2018 |
SIGMOD |
6.3800823e-05 |
| 4,186 |
Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications |
2015 |
SIGMOD |
6.3701959e-05 |
| 4,566 |
Adaptive Statistics in Oracle 12c |
2017 |
VLDB |
6.073045e-05 |
| 7,557 |
Invisible Glue: Scalable Self-Tuning Multi-Stores |
2015 |
CIDR |
4.7070194e-05 |
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