Towards Energy-Efficient Database Cluster Design
Summary: Empirical exploration of the architectural design space for energy-efficient parallel DBMS clusters, focusing on scaling bottlenecks and energy-hardware tradeoffs. Proposes a bottleneck-centric model to guide energy-aware cluster design in large-scale data management. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Willis Lang (University of Wisconsin)
- 2. Stavros Harizopoulos (Nou Data)
- 3. Jignesh M. Patel (University of Wisconsin)
- 4. Mehul A. Shah (Nou Data)
- 5. Dimitris Tsirogiannis (Microsoft)
BibTeX Citation
@article{lang_vldb12,
title = {{Towards Energy-Efficient Database Cluster Design}},
author = {Lang, Willis and Harizopoulos, Stavros and Patel, Jignesh M. and Shah, Mehul A. and Tsirogiannis, Dimitris},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {11},
pages = {1684--1695},
doi = {10.14778/2350229.2350280},
url = {https://doi.org/10.14778/2350229.2350280},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,858 | Adaptive Energy-Control for In-Memory Database Systems | 2018 | SIGMOD | 5.2061847e-05 |
| 12,080 | An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers | 2016 | VLDB | 5.093636e-05 |
| 12,226 | Green Databases Through Integration of Renewable Energy | 2013 | CIDR | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 44 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00046055057 |
| 120 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00031680027 |
| 630 | Performance Tradeoffs in Read-Optimized Databases | 2006 | VLDB | 0.00015591796 |
| 883 | Analyzing the Energy Efficiency of a Database Server | 2010 | SIGMOD | 0.00013421859 |
| 922 | Data Processing on FPGAs | 2009 | VLDB | 0.00013207382 |
| 2,682 | Energy Efficiency: The New Holy Grail of Data Management Systems Research | 2009 | CIDR | 8.2625371e-05 |
| 2,821 | Towards Eco-friendly Database Management Systems | 2009 | CIDR | 8.0898859e-05 |
| 3,104 | Energy Management for MapReduce Clusters | 2010 | VLDB | 7.7552953e-05 |
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