A Case for Ecological Efficiency in Database Server Lifecycles
Summary: Measure diminishing DB-server performance gains per TDP across public and new benchmarks to find when replacements stop improving power efficiency. Use carbon-intensity of hardware and energy production to derive eco-driven replacement intervals. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Thomas Bodner
- 2. Martin Boissier
- 3. Tilmann Rabl
- 4. Ricardo Salazar-Díaz
- 5. Florian Schmeller
- 6. Nils Strassenburg
- 7. Ilin Tolovski
- 8. Marcel Weisgut
- 9. Wang Yue
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,719 | Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures | 2025 | VLDB | 4.1945683e-05 |
| 13,125 | TCO2: Analyzing the Carbon Footprint of Database Server Replacements | 2025 | VLDB | - |
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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 |
|---|---|---|---|---|
| 2,040 | A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics | 2020 | SIGMOD | 9.7057698e-05 |
| 3,151 | A Memory Bandwidth-Efficient Hybrid Radix Sort on GPUs | 2017 | SIGMOD | 7.4720668e-05 |
| 3,736 | What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines | 2023 | VLDB | 6.8057888e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,571 | Performance and Scalability of Client-Server Database Architectures | 1992 | VLDB | 4.4937074e-05 |
| 13,964 | Ubiquitous, Self-tuning, Scalable Servers | 1998 | SIGMOD | - |
| 1,834 | Towards Eco-friendly Database Management Systems | 2009 | CIDR | 0.00010376345 |
| 9,721 | Adaptive Energy-Control for In-Memory Database Systems | 2018 | SIGMOD | 4.2965439e-05 |
| 11,950 | Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship | 2015 | VLDB | 4.1945683e-05 |
| 6,061 | Towards Energy-Efficient Database Cluster Design | 2012 | VLDB | 5.2304505e-05 |
| 10,719 | Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures | 2025 | VLDB | 4.1945683e-05 |
| 2,482 | Energy Efficiency: The New Holy Grail of Data Management Systems Research | 2009 | CIDR | 8.6866058e-05 |
| 13,125 | TCO2: Analyzing the Carbon Footprint of Database Server Replacements | 2025 | VLDB | - |
| 694 | Analyzing the Energy Efficiency of a Database Server | 2010 | SIGMOD | 0.00018061803 |