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
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,720 | Adaptive Energy-Control for In-Memory Database Systems | 2018 | SIGMOD | 4.2924268e-05 |
| 11,888 | An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers | 2016 | VLDB | 4.1905499e-05 |
| 12,037 | Green Databases Through Integration of Renewable Energy | 2013 | CIDR | 4.1905499e-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 |
|---|---|---|---|---|
| 42 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00073570328 |
| 158 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00040401371 |
| 692 | Analyzing the Energy Efficiency of a Database Server | 2010 | SIGMOD | 0.00018045529 |
| 708 | Performance Tradeoffs in Read-Optimized Databases | 2006 | VLDB | 0.00017753572 |
| 948 | Data Processing on FPGAs | 2009 | VLDB | 0.0001510759 |
| 1,832 | Towards Eco-friendly Database Management Systems | 2009 | CIDR | 0.0001036671 |
| 2,483 | Energy Efficiency: The New Holy Grail of Data Management Systems Research | 2009 | CIDR | 8.6765914e-05 |
| 3,186 | Energy Management for MapReduce Clusters | 2010 | VLDB | 7.4218249e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,726 | Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures | 2025 | VLDB | 4.1905499e-05 |
| 42 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00073570328 |
| 439 | Query Optimization for Parallel Execution | 1992 | SIGMOD | 0.00023183237 |
| 1,956 | On the Design and Scalability of Distributed Shared-Data Databases | 2015 | SIGMOD | 9.9626473e-05 |
| 7,917 | Terabyte-Scale Analytics in the Blink of an Eye | 2026 | VLDB | 4.6129625e-05 |
| 1,832 | Towards Eco-friendly Database Management Systems | 2009 | CIDR | 0.0001036671 |
| 7,914 | Resource Bricolage for Parallel Database Systems | 2015 | VLDB | 4.6136905e-05 |
| 9,720 | Adaptive Energy-Control for In-Memory Database Systems | 2018 | SIGMOD | 4.2924268e-05 |
| 2,483 | Energy Efficiency: The New Holy Grail of Data Management Systems Research | 2009 | CIDR | 8.6765914e-05 |
| 692 | Analyzing the Energy Efficiency of a Database Server | 2010 | SIGMOD | 0.00018045529 |