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United States Data Center Energy Usage Report
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9781118759257.ch16openalex-snapshot
Energy‐Efficient Networking in Modern Data Centers
inferredcites →https://doi.org/10.1007/s12053-011-9136-4openalex-snapshot
Data network equipment energy use and savings potential in buildings
inferredcites →https://doi.org/10.1016/j.comcom.2014.02.008openalex-snapshot
Trends in worldwide ICT electricity consumption from 2007 to 2012
inferredcites →https://doi.org/10.1016/j.envint.2007.03.015openalex-snapshot
A review of research on the environmental impact of e-business and ICT
inferredcites →https://doi.org/10.1016/j.envsoft.2006.05.007openalex-snapshot
The relevance of information and communication technologies for environmental sustainability – A prospective simulation study
inferredcites →https://doi.org/10.1016/j.envsoft.2014.02.005openalex-snapshot
Including second order effects in environmental assessments of ICT
inferredcites →https://doi.org/10.1016/j.futures.2004.01.003openalex-snapshot
De-materialising and re-materialising: digital technologies and the environment
inferredcites →https://doi.org/10.1016/j.tej.2016.04.011openalex-snapshot
Power usage effectiveness in data centers: overloaded and underachieving
inferredcites →https://doi.org/10.1016/s0301-4215(00)00021-5openalex-snapshot
Energy efficiency and consumption — the rebound effect — a survey
inferredcites →https://doi.org/10.1016/s0921-3449(02)00083-6openalex-snapshot
Shipping news: the implications of electronic commerce for logistics and freight transport
inferredcites →https://doi.org/10.1038/nature10682openalex-snapshot
Environmental effects of information and communications technologies
inferredcites →https://doi.org/10.1065/lca2007.06.338openalex-snapshot
External air pollution costs of telework
inferredcites →https://doi.org/10.1088/1748-9326/11/10/103001openalex-snapshot
Known unknowns: indirect energy effects of information and communication technology
inferredcites →https://doi.org/10.1088/1748-9326/3/3/034008openalex-snapshot
Worldwide electricity used in data centers
inferredcites →https://doi.org/10.1088/1748-9326/9/5/054007openalex-snapshot
The energy and greenhouse-gas implications of internet video streaming in the United States
inferredcites →https://doi.org/10.1093/reep/rev017openalex-snapshot
The Rebound Effect and Energy Efficiency Policy
inferredcites →https://doi.org/10.1109/jproc.2011.2155610openalex-snapshot
Estimating the Energy Use and Efficiency Potential of U.S. Data Centers
inferredcites →https://doi.org/10.1109/mahc.2010.28openalex-snapshot
Implications of Historical Trends in the Electrical Efficiency of Computing
inferredcites →https://doi.org/10.1109/mascot.2008.4770567openalex-snapshot
An Analysis of Hard Drive Energy Consumption
inferredcites →https://doi.org/10.1109/mic.2010.52openalex-snapshot
Burst Transmission in Energy Efficient Ethernet
inferredcites →https://doi.org/10.1146/annurev-environ-021512-110549openalex-snapshot
Smart Everything: Will Intelligent Systems Reduce Resource Use?
inferredcites →https://doi.org/10.1146/annurev-environ-021913-153558openalex-snapshot
Consumer End-Use Energy Efficiency and Rebound Effects
inferredcites →https://doi.org/10.2172/1171159openalex-snapshot
The Energy Efficiency Potential of Cloud-Based Software: A U.S. Case Study
inferredcites →https://doi.org/10.2172/15005918openalex-snapshot
Consumptive Water Use for U.S. Power Production
inferredcites →https://doi.org/10.2172/838173openalex-snapshot
High-performance data centers: A research roadmap
inferredcites →https://doi.org/10.5555/1855711.1855728openalex-snapshot
ElasticTree: saving energy in data center networks
inferredcites →https://doi.org/10.7249/mr1617openalex-snapshot
Electricity Requirements for a Digital Society
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Experimental analysis of airflow uniformity and energy consumption in data centers
inferred← citeshttps://doi.org/10.1016/j.applthermaleng.2024.123450openalex-snapshot
Climate zones for the application of water-side economizer in a data center cooling system
inferred← citeshttps://doi.org/10.1016/j.astropartphys.2021.102587openalex-snapshot
Estimating the carbon footprint of the GRAND Project, a multi-decade astrophysics experiment
inferred← citeshttps://doi.org/10.1016/j.bdr.2021.100306openalex-snapshot
Exploiting Renewable Energy and UPS Systems to Reduce Power Consumption in Data Centers
inferred← citeshttps://doi.org/10.1016/j.buildenv.2018.11.021openalex-snapshot
Reliability and availability analysis of a hybrid cooling system with water-side economizer in data center
inferred← citeshttps://doi.org/10.1016/j.buildenv.2020.106907openalex-snapshot
A review on evaluation metrics of thermal performance in data centers
inferred← citeshttps://doi.org/10.1016/j.buildenv.2021.107961openalex-snapshot
Numerical and experimental investigation of thermal performance in data center with different deflectors for cold aisle containment
inferred← citeshttps://doi.org/10.1016/j.buildenv.2023.110542openalex-snapshot
An open-source and experimentally guided CFD strategy for predicting air distribution in data centers with air-cooling
inferred← citeshttps://doi.org/10.1016/j.buildenv.2023.111036openalex-snapshot
Super-resolution-assisted rapid high-fidelity CFD modeling of data centers
inferred← citeshttps://doi.org/10.1016/j.ces.2025.121525openalex-snapshot
A comprehensive review of cold plate liquid cooling technology for data centers
inferred← citeshttps://doi.org/10.1016/j.cesys.2025.100373openalex-snapshot
Data center waste heat utilization in district heating in a volatile low-carbon electricity market
inferred← citeshttps://doi.org/10.1016/j.cles.2025.100223openalex-snapshot
Cleaner grid or smarter cooling? Environmental impact trade-offs of a data center using the life cycle assessment method
inferred← citeshttps://doi.org/10.1016/j.clet.2022.100409openalex-snapshot
Thermal awareness to enhance data center energy efficiency
inferred← citeshttps://doi.org/10.1016/j.cma.2023.115991openalex-snapshot
A machine-learning digital-twin for rapid large-scale solar-thermal energy system design
inferred← citeshttps://doi.org/10.1016/j.comcom.2018.02.004openalex-snapshot
Joint load balancing and energy saving algorithm for virtual network embedding in infrastructure providers
inferred← citeshttps://doi.org/10.1016/j.comnet.2021.108565openalex-snapshot
Energy-efficient collaborative optimization for VM scheduling in cloud computing
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2021.107630openalex-snapshot
Energy-aware task scheduling in data centers using an application signature
inferred← citeshttps://doi.org/10.1016/j.cosrev.2018.02.003openalex-snapshot
Distributed virtual machine consolidation: A systematic mapping study
inferred← citeshttps://doi.org/10.1016/j.cosrev.2021.100366openalex-snapshot
A survey of data center consolidation in cloud computing systems
inferred← citeshttps://doi.org/10.1016/j.cosrev.2021.100390openalex-snapshot
Energy, performance and cost efficient cloud datacentres: A survey
inferred← citeshttps://doi.org/10.1016/j.cosrev.2024.100620openalex-snapshot
Sustainable computing across datacenters: A review of enabling models and techniques
inferred← citeshttps://doi.org/10.1016/j.csite.2021.101276openalex-snapshot
Experimental investigation of hydrothermal characteristics of data center servers’ liquid cooling system for different flow configurations and geometric conditions
inferred← citeshttps://doi.org/10.1016/j.diii.2024.06.002openalex-snapshot
Climate change and artificial intelligence in healthcare: Review and recommendations towards a sustainable future
inferred← citeshttps://doi.org/10.1016/j.ecolecon.2020.106760openalex-snapshot
Digitalization and energy consumption. Does ICT reduce energy demand?
inferred← citeshttps://doi.org/10.1016/j.egyai.2026.100874openalex-snapshot
AI-driven battery materials innovation for AIDC energy storage
inferred← citeshttps://doi.org/10.1016/j.egypro.2017.12.564openalex-snapshot
Development of a simple power consumption model of information technology (IT) equipment for building simulation
inferred← citeshttps://doi.org/10.1016/j.egyr.2022.12.033openalex-snapshot
Energy cost optimization of globally distributed Internet Data Centers by copula-based multidimensional correlation modeling
inferred← citeshttps://doi.org/10.1016/j.enbuild.2019.07.002openalex-snapshot
An optimization platform based on coupled indoor environment and HVAC simulation and its application in optimal thermostat placement
inferred← citeshttps://doi.org/10.1016/j.enbuild.2020.110407openalex-snapshot
Model-based optimization of free cooling switchover temperature and cooling tower approach temperature for data center cooling system with water-side economizer
inferred← citeshttps://doi.org/10.1016/j.enbuild.2020.110599openalex-snapshot
An open source fast fluid dynamics model for data center thermal management
inferred← citeshttps://doi.org/10.1016/j.enbuild.2020.110603openalex-snapshot
Prototype energy models for data centers
inferred← citeshttps://doi.org/10.1016/j.enbuild.2021.111287openalex-snapshot
Vortex-enhanced thermal environment for air-cooled data center: An experimental and numerical study
inferred← citeshttps://doi.org/10.1016/j.enbuild.2024.114834openalex-snapshot
Review of energy efficiency and technological advancements in data center power systems
inferred← citeshttps://doi.org/10.1016/j.enbuild.2025.115376openalex-snapshot
Assessing solar absorption chillers for data center cooling across diverse climatic conditions
inferred← citeshttps://doi.org/10.1016/j.enbuild.2025.115454openalex-snapshot
Optimizing energy consumption in centralized and distributed cloud architectures with a comparative study to increase stability and efficiency
inferred← citeshttps://doi.org/10.1016/j.enbuild.2025.115734openalex-snapshot
Shedding light on U.S. small and midsize data centers: Exploring insights from the CBECS survey
inferred← citeshttps://doi.org/10.1016/j.enbuild.2026.117472openalex-snapshot
Physics vs structure: A systematic benchmark of learning strategies for multi-zone building thermal dynamics
inferred← citeshttps://doi.org/10.1016/j.enconman.2021.114499openalex-snapshot
A hybrid vapor chamber heat sink incorporating a vapor chamber and liquid cooling channel with outstanding thermal performance and hydraulic characteristics
inferred← citeshttps://doi.org/10.1016/j.enconman.2023.117225openalex-snapshot
Gone with the clouds: Estimating the electricity and water footprint of digital data services in Europe
inferred← citeshttps://doi.org/10.1016/j.eneco.2025.108880openalex-snapshot
AI carbon footprint in China sets to double post-2030 carbon peaking
inferred← citeshttps://doi.org/10.1016/j.energy.2020.117556openalex-snapshot
Statistical analysis for predicting location-specific data center PUE and its improvement potential
inferred← citeshttps://doi.org/10.1016/j.energy.2021.123059openalex-snapshot
Designing thermoelectric self-cooling system for electronic devices: Experimental investigation and model validation
inferred← citeshttps://doi.org/10.1016/j.energy.2022.126101openalex-snapshot
Waste heat reutilization and integrated demand response for decentralized optimization of data centers
inferred← citeshttps://doi.org/10.1016/j.energy.2026.140323openalex-snapshot
Influence of component arrangement on thermal management in immersion-cooled server boards
inferred← citeshttps://doi.org/10.1016/j.energy.2026.141700openalex-snapshot
AutoModelling: From BMS operational data to validated Modelica models for chillers
inferred← citeshttps://doi.org/10.1016/j.enpol.2019.06.063openalex-snapshot
Compensating balancing demand by spatial load migration – The case of geographically distributed data centers
inferred← citeshttps://doi.org/10.1016/j.enpol.2020.111631openalex-snapshot
Critically reviewing smart home technology applications and business models in Europe
inferred← citeshttps://doi.org/10.1016/j.enpol.2021.112716openalex-snapshot
The Electricity- and CO2-Saving Potentials Offered by Regulation of European Video-Streaming Services
inferred← citeshttps://doi.org/10.1016/j.entcs.2018.03.034openalex-snapshot
Epistemic Uncertainty Propagation in Power Models
inferred← citeshttps://doi.org/10.1016/j.entcs.2018.09.002openalex-snapshot
A Holistic Resource Management for Graphics Processing Units in Cloud Computing
inferred← citeshttps://doi.org/10.1016/j.epsr.2021.107760openalex-snapshot
Energy management of Internet data centers in multiple local energy markets
inferred← citeshttps://doi.org/10.1016/j.erss.2018.01.018openalex-snapshot
Digitalisation, energy and data demand: The impact of Internet traffic on overall and peak electricity consumption
inferred← citeshttps://doi.org/10.1016/j.erss.2020.101474openalex-snapshot
Reducing the web's carbon footprint: Does improved electrical efficiency reduce webserver electricity use?
inferred← citeshttps://doi.org/10.1016/j.exis.2026.102036openalex-snapshot
Data centres and the new strategic infrastructure governance: From cloud ESG to compute sovereignty
inferred← citeshttps://doi.org/10.1016/j.fss.2021.03.001openalex-snapshot
Interval-valued Fuzzy Logic approach for overloaded hosts in consolidation of virtual machines in cloud computing
inferred← citeshttps://doi.org/10.1016/j.future.2017.12.035openalex-snapshot
Semi-online task assignment policies for workload consolidation in cloud computing systems
inferred← citeshttps://doi.org/10.1016/j.future.2017.12.048openalex-snapshot
End-to-end energy models for Edge Cloud-based IoT platforms: Application to data stream analysis in IoT
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