DHive: Query Execution Performance Analysis via Dataflow in Apache Hive
Summary: DHive provides dataflow-based visual analysis across query/job/task levels to expose root causes of slow Hive executions instead of mere time breakdowns. It links data movement with config and hardware metrics to pinpoint bottlenecks; open-source. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Chaozu Zhang (Southern University of Science and Technology)
- 2. Qiaomu Shen (Southern University of Science and Technology)
- 3. Bo Tang (Southern University of Science and Technology)
BibTeX Citation
@article{zhang_vldb23,
title = {{DHive: Query Execution Performance Analysis via Dataflow in Apache Hive}},
author = {Zhang, Chaozu and Shen, Qiaomu and Tang, Bo},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {12},
pages = {3998--4001},
doi = {10.14778/3611540.3611605},
url = {https://doi.org/10.14778/3611540.3611605},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,743 | VQLens: A Demonstration of Vector Query Execution Analysis | 2025 | SIGMOD | 5.093636e-05 |
| 10,834 | QOVIS: Understanding and Diagnosing Query Optimizer via a Visualization-assisted Approach | 2025 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 798 | DBSherlock: A Performance Diagnostic Tool for Transactional Databases | 2016 | SIGMOD | 0.00013919795 |
| 1,949 | Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases | 2020 | VLDB | 9.430385e-05 |
| 9,829 | GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive | 2022 | SIGMOD | 5.2131214e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,275 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD |
| 2 | 12,225 | D-Hive: Data Bees Pollinating RDF, Text, and Time | 2013 | CIDR |
| 3 | 12,185 | DGFIndex for Smart Grid: Enhancing Hive with a Cost-Effective Multidimensional Range Index | 2014 | VLDB |
| 4 | 10,834 | QOVIS: Understanding and Diagnosing Query Optimizer via a Visualization-assisted Approach | 2025 | VLDB |
| 5 | 11,706 | DeFiHap: Detecting and Fixing HiveQL Anti-Patterns | 2021 | VLDB |
| 6 | 32 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB |
| 7 | 9,079 | QMapper for Smart Grid: Migrating SQL-based Application to Hive | 2015 | SIGMOD |
| 8 | 9,829 | GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive | 2022 | SIGMOD |
| 9 | 2,706 | Major Technical Advancements in Apache Hive | 2014 | SIGMOD |
| 10 | 3,555 | Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing | 2019 | SIGMOD |