United States Data Center Energy Usage Report

Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States), Shehabi, Arman, USDOE, Smith, Sarah, Sartor, Dale, Brown, Richard, Herrlin, Magnus, Koomey, Jonathan, Masanet, Eric, Horner, Nathaniel, Azevedo, Inês, Lintner, William·2016
DOI 10.2172/1372902

Cited by (1,000)

Items 201–300 of 1,000

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    Cong Hiep Hoang, Najmeh Fallahtafti, Srikanth Rangarajan, Ahmad R. Gharaibeh, Yaser Hadad, Charles Arvin, Kamal K. Sikka, Scott N. Schiffres, Bahgat G Sammakia · 2021 · Applied Thermal Engineering
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    João Henrique Diniz Brandão Gervásio, Henrique da Costa Oliveira, André G. Costa-Martins, João Bosco Pesquero, Bruno Marinaro Verona, Natália Neto Pereira Cerize · 2023 · Trends in biotechnology
  3. Reconstruction and fast prediction of 3D heat and mass transfer based on a variational autoencoder
    Gongyan Liu, Runze Li, Xiaozhou Zhou, Tianrui Sun, Yufei Zhang · 2023 · International Communications in Heat and Mass Transfer
  4. Estimating the End-to-End Energy Consumption of Low-Bandwidth IoT Applications for WiFi Devices
    Loïc Guégan, Anne‐Cécile Orgerie · 2019 · IEEE International Conference on Cloud Computing Technology and Science
  5. Designing thermoelectric self-cooling system for electronic devices: Experimental investigation and model validation
    Haoran Liu, Bang-Jian Li, Lingji Hua, R.Z. Wang · 2021 · Energy
  6. A Hardware Accelerator for Tracing Garbage Collection
    Martin Maas, Krste Asanović, John David Kubiatowicz · 2018 · Proceedings - International Symposium on Computer Architecture/Proceedings
  7. Super-resolution-assisted rapid high-fidelity CFD modeling of data centers
    Beichao Hu, Zeda Yin, Abderrachid Hamrani, Arturo S. León, Dwayne McDaniel · 2023 · Building and Environment
  8. Catalyzing the new sustainable energy rush
    Carlos D. Díaz‐Marín, Evelyn N. Wang · 2025 · Joule
  9. Assessing the suitability of the Greenhouse Gas Protocol for calculation of emissions from public cloud computing workloads
    David Mytton · 2020 · Journal of Cloud Computing Advances Systems and Applications
  10. Miniaturisation of Electronic Components and the Problem of Device Overheating
    Titu-Marius I. Băjenescu · 2021 · Electrotehnica Electronica Automatica
  11. The Decline of Computers As a General Purpose Technology: Why Deep Learning and the End of Moore’s Law are Fragmenting Computing
    Neil Thompson, Svenja Spanuth · 2018 · SSRN Electronic Journal
  12. The Escalating AI’s Energy Demands and the Imperative Need for Sustainable Solutions
    Maikel León · 2024 · WSEAS TRANSACTIONS on SYSTEMS archive
  13. Thermal Modeling of Data Centers for Control and Energy Usage Optimization
    Jayati D. Athavale, Minami Yoda, Yogendra Kumar Joshi · 2018 · Advances in heat transfer
  14. Hardware and Software Solutions for Energy-Efficient Computing in Scientific Programming
    Daniele D’Agostino, Ivan Merelli A, Marco Aldinucci, Daniele Cesini · 2021 · Scientific Programming
  15. The environmental and social footprint of the university of the Basque Country UPV/EHU
    Gorka Bueno, Maite de Blas, Estibaliz Pérez-Iribarren, Iñaki Zuazo, Eduardo Torre-Pascual, Artitzar Erauskin Tolosa, Iker Etxano, Unai Tamayo, María José García García, Ortzi Akizu‐Gardoki et al. · 2021 · Journal of Cleaner Production
  16. Worldwide energy analysis of major free cooling methods for data centers
    Ozan GÖZCÜ, Berk Ozada, Muhammed Ugur Carfi, Hamza Salih Erden · 2017 · I-THERM :/I-THERM - Intersociety Conference on Thermal Phenomena in Electronic Systems
  17. Jointly Optimizing the IT and Cooling Systems for Data Center Energy Efficiency based on Multi-Agent Deep Reinforcement Learning
    Ce Chi, Kaixuan Ji, Avinab Marahatta, Penglei Song, Fa Zhang, Zhiyong Liu · 2020 · ACM International Conference on Future Energy Systems (e-Energy)
  18. A High Performance 48-to-8 V Multi-Resonant Switched-Capacitor Converter for Data Center Applications
    Rose A. Abramson, Zichao Ye, Robert C. N. Pilawa-Podgurski · 2020 · European Conference on Power Electronics and Applications
  19. Vortex-enhanced thermal environment for air-cooled data center: An experimental and numerical study
    Xin Bo Xiong, Poh Seng Lee · 2021 · Energy and Buildings
  20. Strain-mediated magnetoelectric storage, transmission, and processing: Putting the squeeze on data
    John P. Domann, Tao Wu, Tien‐Kan Chung, Greg P. Carman · 2018 · MRS Bulletin
  21. Making BREAD: Biomimetic Strategies for Artificial Intelligence Now and in the Future
    Jeffrey L. Krichmar, William Severa, Salar M. Khan, James L. Olds · 2019 · Frontiers in Neuroscience
  22. Bio-Inspired Heuristics for VM Consolidation in Cloud Data Centers
    Jing V. Wang, Nuwan Ganganath, Chi‐Tsun Cheng, Chi Kong Tse · 2019 · IEEE Systems Journal
  23. Optimization‐based workload distribution in geographically distributed data centers: A survey
    Iftikhar Ahmad, Muhammad Imran Khan Khalil, Syed Adeel Ali Shah · 2020 · International Journal of Communication Systems
  24. Pentacentra Transformer for Multiphase LLC Converter in High-Current Data Center Application
    Chang Wang, Mingxiao Li, Ziwei Ouyang, Tiberiu‐Gabriel Zsurzsan, Michael A. E. Andersen · 2023 · IEEE Transactions on Power Electronics
  25. Limiting Global Warming by Improving Data-Centre Software
    Damián Fernández-Cerero, Alejandro Fernández-Montes, Agnieszka Jakóbik · 2020 · IEEE Access
  26. Artificial intelligence in assisted reproductive technology: separating the dream from reality
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  27. Energy-Aware Virtual Machine Scheduling on Data Centers with Heterogeneous Bandwidths
    Daniel Guimaraes do Lago, Edmundo R. M. Madeira, Deep Medhi · 2017 · IEEE Transactions on Parallel and Distributed Systems
  28. Maritime Renewable Energy Markets: Power From the Sea
    Andrea E. Copping, Al LiVecchi, Heather Ruth Spence, Alicia M. Mahon, Scott Jenne, Robert Preus, Gary A. Gill, R. Robichaud, Simon Gore · 2018 · Marine Technology Society Journal
  29. Waste heat reutilization and integrated demand response for decentralized optimization of data centers
    Ouzhu Han, Tao Ding, Chenggang Mu, Wenhao Jia, Zhoujun Ma · 2022 · Energy
  30. Negotiation game for joint IT and energy management in green datacenters
    Minh-Thuyen Thi, Jean‐Marc Pierson, Georges Da Costa B, Patricia Stolf, Jean‐Marc Nicod, Gustavo Rostirolla, Marwa Haddad · 2019 · Future Generation Computer Systems
  31. Radiology and the Climate Crisis: Opportunities and Challenges—Radiology In Training
    Bryan W. Buckley, Peter J MacMahon · 2021 · Radiology
  32. Energy Efficient Indivisible Workload Distribution in Geographically Distributed Data Centers
    Khalil, Muhammad Imran Khan, Ahmad, Iftikhar, Almazroi, Abdulwahab Ali · 2019 · IEEE Access
  33. Data Center Energy Evaluation Tool Development and Analysis of Power Usage Effectiveness with Different Economizer Types in Various Climate Zones
    Ji Hye Kim, Hee Gang Kim, Dae Uk Shin · 2024 · Buildings
  34. EnergyQARE
    Hao Chen, Yijia Zhang, Michael C. Caramanis, Ayse Kivilcim Coskun · 2019 · ACM Transactions on Modeling and Performance Evaluation of Computing Systems
  35. H$^2$—A Hybrid Heterogeneity Aware Resource Orchestrator for Cloud Platforms
    Ayaz Ali Khan, Muhammad Zakarya, Rahim Khan · 2019 · IEEE Systems Journal
  36. A unique bifacial PV and hydrogen-based cleaner energy system with heat recovery for data centers
    Mert Temiz, İbrahim Dinçer · 2022 · Applied Thermal Engineering
  37. Dynamic Virtual Machine Consolidation Algorithm Based on Balancing Energy Consumption and Quality of Service
    Wei Li, Qi Fan, Wenchao Cui, Fangfang Dang, Xiaoliang Zhang, Cheng Dai · 2022 · IEEE Access
  38. Energy Efficient UAV-Based Service Offloading Over Cloud-Fog Architectures
    Hatem A. Alharbi, Barzan A. Yosuf, Mohammad Aldossary, Jaber Almutairi, Jaafar M. H. Elmirghani · 2022 · IEEE Access
  39. Energy Efficiency of Personal Computers: A Comparative Analysis
    Beatriz Prieto, Juan José Escobar, Juan Carlos Gómez-López, Antonio Francisco Díaz, Thomas A. Lampert · 2022 · Sustainability
  40. Environmental impacts of increasing numbers of artificial space objects
    Kevin J. Gaston, Karen Anderson, Jamie D. Shutler, Robert J. W. Brewin, Xiaoyu Yan · 2023 · Frontiers in Ecology and the Environment
  41. Analysis of Hydrogen Infrastructure for the Feasibility, Economics, and Sustainability of a Fuel Cell-Powered Data Center
    Jennifer Kurtz, Zhiwen Ma, Genevieve Saur, Jacob A. Wrubel, Rob Mount, Steven Hammond · 2023 · Sustainable Energy Technologies and Assessments
  42. Optimal Algorithms for Right-Sizing Data Centers
    Susanne Albers, Jens Quedenfeld · 2018 · ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)
  43. Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms
    Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing · 2019
  44. Fast Transient State Feedback Digital Current Mode Control Design in Series Capacitor Buck Converters
    Prantik Majumder, Santanu Kapat, Debaprasad Kastha · 2022 · Conference proceedings/Conference proceedings - IEEE Applied Power Electronics Conference and Exposition
  45. Using Machine Learning for Data Center Cooling Infrastructure Efficiency Prediction
    Hayk Shoukourian, Torsten Wilde, Detlef Labrenz, Arndt Bode · 2017 · IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum
  46. Thermal Resistance Model for Standard CMOS Thermoelectric Generator
    Eman F. Sawires, Mohamed I. Eladawy, Yehea Ismail, Hamdy Abdelhamid · 2018 · IEEE Access
  47. Distributed virtual machine consolidation: A systematic mapping study
    Adnan Ashraf, Benjamin Byholm, Iván Porres · 2018 · Computer Science Review
  48. Exploiting user provided information in dynamic consolidation of virtual machines to minimize energy consumption of cloud data centers
    Md Anit Khan, Andrew P. Papliński, Abdul Malik Khan, Manzur Murshed, Rajkumar Buyya · 2018 · International Conference on Fog and Mobile Edge Computing (FMEC)
  49. Multi-Objective Optimization of Energy Saving Control for Air Conditioning System in Data Center
    Leehter Yao, Jin-Hao Huang · 2019 · Energies
  50. Performance of a rack mountable cooling unit in an IT server enclosure
    Hosein Moazamigoodarzi, Souvik Pal, Douglas G. Down, Mohammad Esmalifalak, Ishwar K. Puri · 2019 · Thermal Science and Engineering Progress
  51. Performance Analysis for Heterogeneous Cloud Servers Using Queueing Theory
    Shuang Wang, Xiaoping Li, Rubén Ruíz · 2019 · IEEE Transactions on Computers
  52. Performance Analysis and Optimization on Scheduling Stochastic Cloud Service Requests: A Survey
    Shuang Wang, Xiaoping Li, Quan Z. Sheng, Amin Beheshti · 2022 · IEEE Transactions on Network and Service Management
  53. Data Driven Prediction Model (DDPM) for Server Inlet Temperature Prediction in Raised-floor Data Centers
    Raymond Lloyd, Marek Rebow · 2018 · I-THERM :/I-THERM - Intersociety Conference on Thermal Phenomena in Electronic Systems
  54. CFD Investigation of Airflow Management in a Small Container Data Center
    Wenxiao Chu, Chi‐Chuan Wang · 2019 · IEEE Transactions on Components Packaging and Manufacturing Technology
  55. A power and thermal-aware virtual machine management framework based on machine learning
    Peng Xiao, Zhenyu Ni, Dongbo Liu, Zhigang Hu · 2021 · Cluster Computing
  56. Energy-efficient collaborative optimization for VM scheduling in cloud computing
    Bin Wang, Fagui Liu, Weiwei Lin, Zhenjiang Ma, Dishi Xu · 2021 · Computer Networks
  57. Hydrogen-Based Energy Storage Systems for Large-Scale Data Center Applications
    Asha‐Dee N. Celestine, Martin Sulic, Marika Wieliczko, Ned T. Stetson · 2021 · Sustainability
  58. VECTOR
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  59. A Novel Strategy for VNF Placement in Edge Computing Environments
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  60. Fast and energy-aware resource provisioning and task scheduling for cloud systems
    Hongjia Li, Ji Li, Wang Yao, Shahin Nazarian, Xue Lin, Yanzhi Wang · 2017 · International Symposium on Quality Electronic Design (ISQED)
  61. Pricing schemes for energy-efficient HPC systems: Design and exploration
    Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini C · 2018 · The International Journal of High Performance Computing Applications
  62. Virtual Machine Placement Using JAYA Optimization Algorithm
    M. Amarendhar Reddy, Kongara Ravindranath · 2019 · Applied Artificial Intelligence
  63. CPU and RAM Energy-Based SLA-Aware Workload Consolidation Techniques for Clouds
    Beenish Gul, Imran Ali Khan, Saad Mustafa, Osman Khalid, Syed Sajid Hussain, Darren Dancey, Raheel Nawaz · 2020 · IEEE Access
  64. An Empirical Study on the Energy Usage and Performance of Pandas and Polars Data Analysis Python Libraries
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  65. Semi-online task assignment policies for workload consolidation in cloud computing systems
    Vincent Armant, Milan De Cauwer, Kenneth N. Brown, Barry O’Sullivan · 2018 · Future Generation Computer Systems
  66. Energy and latency reductions at the fog gateway using a machine learning classifier
    Nagender Kumar Suryadevara · 2021 · Sustainable Computing Informatics and Systems
  67. A prediction-based model for virtual machine live migration monitoring in a cloud datacenter
    Saloua El Motaki, Ali Yahyaouy, Hamid Gualous · 2021 · Computing
  68. An investigation of hard-disk drive circularity accounting for socio-technical dynamics and data uncertainty
    Julien Walzberg, Robin Burton, Fu Zhao, Kali Frost, Stephanie Marek Muller, Alberta C. Carpenter, Garvin A. Heath · 2021 · Resources Conservation and Recycling
  69. Using a Multi-Inlet/Outlet Manifold to Improve Heat Transfer and Flow Distribution of a Pin Fin Heat Sink
    Ahmad R. Gharaibeh, Yaman “Mohammad Ali” Manaserh, Mohammad I. Tradat, Firas Alshatnawi, Scott N. Schiffres, Bahgat G Sammakia · 2022 · Journal of Electronic Packaging
  70. Organic Rankine Cycle as a Waste Heat Recovery System for Data Centers: Design and Construction of a Prototype
    Sebastián Araya, Gerard F. Jones, Amy S. Fleischer · 2018 · I-THERM :/I-THERM - Intersociety Conference on Thermal Phenomena in Electronic Systems
  71. Energy-Efficient and SLA-Aware Virtual Machine Selection Algorithm for Dynamic Resource Allocation in Cloud Data Centers
    Seyedhamid Mashhadi Moghaddam, Sareh Fotuhi Piraghaj, Michael O’Sullivan, Cameron Graham Walker, Charles Peter Unsworth · 2018 · IEEE/ACM International Conference on Utility and Cloud Computing (UCC)
  72. An Artificial Neural Network Approach to Forecast the Environmental Impact of Data Centers
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  73. Energy Consumption of Data Centers Worldwide - How will the Internet become Green?
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  74. Energy Conversion by Phase Transformation in the Small-Temperature-Difference Regime
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  75. AI carbon footprint in China sets to double post-2030 carbon peaking
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  76. Improving Energy Efficiency on SDN Control-Plane Using Multi-Core Controllers
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  77. Organizational and psychological measures for data center energy efficiency: barriers and mitigation strategies
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  78. Mobile-kube: mobility-aware and energy-efficient service orchestration on kubernetes edge servers
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  80. Energy Proportional Servers: Where Are We in 2016?
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  81. Performance Evaluation of a Power-Efficient and Robust 60 GHz Wireless Server-to-Server Datacenter Network
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  82. Consolidating VMs in Green Cloud Computing Using Harmony Search Algorithm
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  83. Wide Bandgap Semiconductor Opportunities in Power Electronics
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  88. Review on data center issues and challenges: Towards the Green Data Center
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  89. Sensor Data Compression Using Bounded Error Piecewise Linear Approximation with Resolution Reduction
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  90. Energy dataset of Frontier supercomputer for waste heat recovery
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