Energy Efficiency: The New Holy Grail of Data Management Systems Research
Summary: Argues that energy efficiency in data centers requires database-system–level solutions, not just hardware changes, and demonstrates potential savings via two simple experiments. Identifies DBMS hotspots (query execution, storage, buffer/resource management) and urges energy-aware research. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 570 | Workload-Aware Database Monitoring and Consolidation | 2011 | SIGMOD | 0.00019922274 |
| 694 | Analyzing the Energy Efficiency of a Database Server | 2010 | SIGMOD | 0.00018061803 |
| 1,653 | Query Processing Techniques for Solid State Drives | 2009 | SIGMOD | 0.00011003558 |
| 1,840 | dbTouch: Analytics at your Fingertips | 2013 | CIDR | 0.0001034905 |
| 3,180 | Energy Management for MapReduce Clusters | 2010 | VLDB | 7.4302009e-05 |
| 6,061 | Towards Energy-Efficient Database Cluster Design | 2012 | VLDB | 5.2304505e-05 |
| 9,721 | Adaptive Energy-Control for In-Memory Database Systems | 2018 | SIGMOD | 4.2965439e-05 |
| 11,838 | Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE | 2016 | SIGMOD | 4.1945683e-05 |
| 12,029 | Green Databases Through Integration of Renewable Energy | 2013 | CIDR | 4.1945683e-05 |
| 12,203 | Resiliency-Aware Data Management | 2011 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 215 | OLTP Through the Looking Glass, and What We Found There | 2008 | SIGMOD | 0.0003354907 |
| 710 | Performance Tradeoffs in Read-Optimized Databases | 2006 | VLDB | 0.00017765454 |
| 1,330 | Energy Cost, The Key Challenge of Today's Data Centers: A Power Consumption Analysis of TPC-C Results | 2008 | VLDB | 0.00012558432 |
| 1,791 | JouleSort: A Balanced Energy-Efficiency Benchmark | 2007 | SIGMOD | 0.00010543647 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,950 | Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship | 2015 | VLDB | 4.1945683e-05 |
| 8,760 | DimmStore: Memory Power Optimization for Database Systems | 2019 | VLDB | 4.456315e-05 |
| 3,370 | Storage Workload Estimation for Database Management Systems | 2007 | SIGMOD | 7.1704153e-05 |
| 4,247 | Rethinking Data Management Systems for Disaggregated Data Centers | 2020 | CIDR | 6.325596e-05 |
| 1,834 | Towards Eco-friendly Database Management Systems | 2009 | CIDR | 0.00010376345 |
| 9,030 | A Case for Ecological Efficiency in Database Server Lifecycles | 2025 | CIDR | 4.4039656e-05 |
| 9,721 | Adaptive Energy-Control for In-Memory Database Systems | 2018 | SIGMOD | 4.2965439e-05 |
| 1,330 | Energy Cost, The Key Challenge of Today's Data Centers: A Power Consumption Analysis of TPC-C Results | 2008 | VLDB | 0.00012558432 |
| 6,061 | Towards Energy-Efficient Database Cluster Design | 2012 | VLDB | 5.2304505e-05 |
| 694 | Analyzing the Energy Efficiency of a Database Server | 2010 | SIGMOD | 0.00018061803 |