ECO-Hadoop: Energy Consumption Optimization System for Apache Hadoop
Summary: ECO-Hadoop jointly tunes worker-node settings and Hadoop parameters using online energy–performance modeling. Reinforcement-learning-based sequential reconfiguration achieves up to 20.8% energy savings on benchmarks. (summarized by gpt-5.6-luna on Aug 28 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Zemin Chao (Harbin Engineering University)
- 2. Xiao Chen (Harbin Engineering University)
- 3. Jianhe Cen (Harbin Engineering University)
- 4. Yumeng Fu (Harbin Engineering University)
- 5. Hongzhi Wang (Harbin Engineering University)
BibTeX Citation
@article{chao_vldb26,
title = {{ECO-Hadoop: Energy Consumption Optimization System for Apache Hadoop}},
author = {Chao, Zemin and Chen, Xiao and Cen, Jianhe and Fu, Yumeng and Wang, Hongzhi},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {12},
pages = {4750--4753},
doi = {10.14778/3827998.3828113},
url = {https://doi.org/10.14778/3827998.3828113},
year = {2026}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 753 | Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs | 2011 | VLDB |
| 2 | 5,967 | Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems | 2019 | VLDB |
| 3 | 673 | Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) | 2010 | VLDB |
| 4 | 4,008 | Automating Distributed Tiered Storage Management in Cluster Computing | 2020 | VLDB |
| 5 | 6,786 | Hadoop's Adolescence: An analysis of Hadoop usage in scientific workloads | 2013 | VLDB |
| 6 | 2,687 | CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop | 2011 | VLDB |
| 7 | 6,057 | Towards Energy-Efficient Database Cluster Design | 2012 | VLDB |
| 8 | 1,466 | The Performance of MapReduce: An In-depth Study | 2010 | VLDB |
| 9 | 12,589 | Optimization Strategies for A/B Testing on HADOOP | 2013 | VLDB |
| 10 | 3,157 | Energy Management for MapReduce Clusters | 2010 | VLDB |