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How to stop data centres from gobbling up the world’s electricity

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  1. Dirk Helbing & Farzam Fanitabasi & Fosca Giannotti & Regula Hänggli & Carina I. Hausladen & Jeroen van den Hoven & Sachit Mahajan & Dino Pedreschi & Evangelos Pournaras, 2021. "Ethics of Smart Cities: Towards Value-Sensitive Design and Co-Evolving City Life," Sustainability, MDPI, vol. 13(20), pages 1-25, October.
  2. Li, Yaya & Zhang, Yun, 2023. "What is the role of green ICT innovation in lowering carbon emissions in China? A provincial-level analysis," Energy Economics, Elsevier, vol. 127(PA).
  3. Chen, Sirui & Li, Peng & Ji, Haoran & Yu, Hao & Yan, Jinyue & Wu, Jianzhong & Wang, Chengshan, 2021. "Operational flexibility of active distribution networks with the potential from data centers," Applied Energy, Elsevier, vol. 293(C).
  4. Evgeny Burnaev & Evgeny Mironov & Aleksei Shpilman & Maxim Mironenko & Dmitry Katalevsky, 2023. "Practical AI Cases for Solving ESG Challenges," Sustainability, MDPI, vol. 15(17), pages 1-15, August.
  5. Pier Giacomo Cardinali & Pietro De Giovanni, 2022. "Responsible digitalization through digital technologies and green practices," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(4), pages 984-995, July.
  6. Lee, Chi-Chuan & Fang, Yuzhu & Quan, Shiyun & Li, Xinghao, 2024. "Leveraging the power of artificial intelligence toward the energy transition: The key role of the digital economy," Energy Economics, Elsevier, vol. 135(C).
  7. Maria Laura Ruiu & Gabriele Ruiu & Massimo Ragnedda & Felice Addeo, 2024. "Exploring Digital-Environment Habitus in Italy—How Digital Practices Reflect Users’ Environmental Orientations?," Sustainability, MDPI, vol. 16(12), pages 1-21, June.
  8. Ye, Fei & Ouyang, You & Li, Yina, 2023. "Digital investment and environmental performance: The mediating roles of production efficiency and green innovation," International Journal of Production Economics, Elsevier, vol. 259(C).
  9. Ugo Pagallo & Massimo Durante, 2022. "The Good, the Bad, and the Invisible with Its Opportunity Costs: Introduction to the ‘J’ Special Issue on “the Impact of Artificial Intelligence on Law”," J, MDPI, vol. 5(1), pages 1-11, February.
  10. Stefano Bianchini & Giacomo Damioli & Claudia Ghisetti, 2023. "The environmental effects of the “twin” green and digital transition in European regions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(4), pages 877-918, April.
  11. Matteo Manganelli & Alessandro Soldati & Luigi Martirano & Seeram Ramakrishna, 2021. "Strategies for Improving the Sustainability of Data Centers via Energy Mix, Energy Conservation, and Circular Energy," Sustainability, MDPI, vol. 13(11), pages 1-25, May.
  12. Lara Waltersmann & Steffen Kiemel & Julian Stuhlsatz & Alexander Sauer & Robert Miehe, 2021. "Artificial Intelligence Applications for Increasing Resource Efficiency in Manufacturing Companies—A Comprehensive Review," Sustainability, MDPI, vol. 13(12), pages 1-26, June.
  13. Hyvönen, Johannes & Mori, Taro & Saunavaara, Juha & Hiltunen, Pauli & Pärssinen, Matti & Syri, Sanna, 2024. "Potential of solar photovoltaics and waste heat utilization in cold climate data centers. Case study: Finland and northern Japan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 201(C).
  14. Zhong, Wenli & Liu, Yang & Dong, Kangyin & Ni, Guohua, 2024. "Assessing the synergistic effects of artificial intelligence on pollutant and carbon emission mitigation in China," Energy Economics, Elsevier, vol. 138(C).
  15. Ana Salomé García-Muñiz & María Rosalía Vicente, 2021. "The Effects of Informational Feedback on the Energy Consumption of Online Services: Some Evidence for the European Union," Energies, MDPI, vol. 14(10), pages 1-14, May.
  16. Kaixuan Ji & Ce Chi & Fa Zhang & Antonio Fernández Anta & Penglei Song & Avinab Marahatta & Youshi Wang & Zhiyong Liu, 2021. "Energy-Aware Scheduling Based on Marginal Cost and Task Classification in Heterogeneous Data Centers," Energies, MDPI, vol. 14(9), pages 1-26, April.
  17. Gilmore, Nicholas & Koskinen, Ilpo & van Gennip, Domenique & Paget, Greta & Burr, Patrick A. & Obbard, Edward G. & Daiyan, Rahman & Sproul, Alistair & Kay, Merlinde & Lennon, Alison & Konstantinou, Ge, 2022. "Clean energy futures: An Australian based foresight study," Energy, Elsevier, vol. 260(C).
  18. Jiyong Park & Kunsoo Han & Byungtae Lee, 2023. "Green Cloud? An Empirical Analysis of Cloud Computing and Energy Efficiency," Management Science, INFORMS, vol. 69(3), pages 1639-1664, March.
  19. Fridgen, Gilbert & Keller, Robert & Körner, Marc-Fabian & Schöpf, Michael, 2020. "A holistic view on sector coupling," Energy Policy, Elsevier, vol. 147(C).
  20. Steffen Nielsen & Kenneth Hansen & Rasmus Lund & Diana Moreno, 2020. "Unconventional Excess Heat Sources for District Heating in a National Energy System Context," Energies, MDPI, vol. 13(19), pages 1-18, September.
  21. Lee, Chien-Chiang & Yan, Jingyang, 2024. "Will artificial intelligence make energy cleaner? Evidence of nonlinearity," Applied Energy, Elsevier, vol. 363(C).
  22. Ce Chi & Kaixuan Ji & Penglei Song & Avinab Marahatta & Shikui Zhang & Fa Zhang & Dehui Qiu & Zhiyong Liu, 2021. "Cooperatively Improving Data Center Energy Efficiency Based on Multi-Agent Deep Reinforcement Learning," Energies, MDPI, vol. 14(8), pages 1-32, April.
  23. Dawn Nafus & Eve M. Schooler & Karly Ann Burch, 2021. "Carbon-Responsive Computing: Changing the Nexus between Energy and Computing," Energies, MDPI, vol. 14(21), pages 1-26, October.
  24. Erik Champion & Hafizur Rahaman, 2019. "3D Digital Heritage Models as Sustainable Scholarly Resources," Sustainability, MDPI, vol. 11(8), pages 1-8, April.
  25. Xu Wang & Pallav Purohit, 2022. "Transitioning to low-GWP alternatives with enhanced energy efficiency in cooling non-residential buildings of China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 27(7), pages 1-28, October.
  26. Etienne Romsom & Kathryn McPhail, 2020. "The energy transition in Asia: Country priorities, fuel types, and energy decisions," WIDER Working Paper Series wp-2020-48, World Institute for Development Economic Research (UNU-WIDER).
  27. Dwivedi, Yogesh K. & Hughes, Laurie & Kar, Arpan Kumar & Baabdullah, Abdullah M. & Grover, Purva & Abbas, Roba & Andreini, Daniela & Abumoghli, Iyad & Barlette, Yves & Bunker, Deborah & Chandra Kruse,, 2022. "Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action," International Journal of Information Management, Elsevier, vol. 63(C).
  28. Li, Yaya & Zhu, Zhu & Guan, Yefeng & Kang, Yanfang, 2022. "Research on the structural features and influence mechanism of the green ICT transnational cooperation network," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 734-749.
  29. Robert Istrate & Victor Tulus & Robert N. Grass & Laurent Vanbever & Wendelin J. Stark & Gonzalo Guillén-Gosálbez, 2024. "The environmental sustainability of digital content consumption," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  30. Li, Xiang & Lepour, Dorsan & Heymann, Fabian & Maréchal, François, 2023. "Electrification and digitalization effects on sectoral energy demand and consumption: A prospective study towards 2050," Energy, Elsevier, vol. 279(C).
  31. Gilbert Fridgen & Marc-Fabian Körner & Steffen Walters & Martin Weibelzahl, 2021. "Not All Doom and Gloom: How Energy-Intensive and Temporally Flexible Data Center Applications May Actually Promote Renewable Energy Sources," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 63(3), pages 243-256, June.
  32. Muhammad Tanveer & Shafiqul Hassan & Amiya Bhaumik, 2020. "Academic Policy Regarding Sustainability and Artificial Intelligence (AI)," Sustainability, MDPI, vol. 12(22), pages 1-13, November.
  33. Lining Xing & Jun Li & Zhaoquan Cai & Feng Hou, 2023. "Evolutionary Optimization of Energy Consumption and Makespan of Workflow Execution in Clouds," Mathematics, MDPI, vol. 11(9), pages 1-18, April.
  34. Luigi Mersico & Hossein Abroshan & Erika Sanchez-Velazquez & Lakshmi Babu Saheer & Sarinova Simandjuntak & Sunrita Dhar-Bhattacharjee & Ronak Al-Haddad & Nagham Saeed & Anisha Saxena, 2024. "Challenges and Solutions for Sustainable ICT: The Role of File Storage," Sustainability, MDPI, vol. 16(18), pages 1-19, September.
  35. Li, Chao & Zhang, Yuhan & Li, Xiang & Hao, Yanwei, 2024. "Artificial intelligence, household financial fragility and energy resources consumption: Impacts of digital disruption from a demand-based perspective," Resources Policy, Elsevier, vol. 88(C).
  36. Lan, Lan & Zhou, Zhifang, 2024. "Complementary or substitutive effects? The duality of digitalization and ESG on firm's innovation," Technology in Society, Elsevier, vol. 77(C).
  37. Wang, Fengjuan & Lv, Chengwei, 2024. "A data center expansion scheme considering net-zero carbon operation: Optimization of geographical location, on-site renewable utilization and green certificate purchase," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
  38. Patrick Baur & Alastair Iles, 2023. "Inserting machines, displacing people: how automation imaginaries for agriculture promise ‘liberation’ from the industrialized farm," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 40(3), pages 815-833, September.
  39. Khokhriakov, Semyon & Manumachu, Ravi Reddy & Lastovetsky, Alexey, 2020. "Multicore processor computing is not energy proportional: An opportunity for bi-objective optimization for energy and performance," Applied Energy, Elsevier, vol. 268(C).
  40. Jose Loyola-Fuentes & Luca Pietrasanta & Marco Marengo & Francesco Coletti, 2022. "Machine Learning Algorithms for Flow Pattern Classification in Pulsating Heat Pipes," Energies, MDPI, vol. 15(6), pages 1-20, March.
  41. Muhammad Fahad & Arsalan Shahid & Ravi Reddy Manumachu & Alexey Lastovetsky, 2019. "A Comparative Study of Methods for Measurement of Energy of Computing," Energies, MDPI, vol. 12(11), pages 1-42, June.
  42. Robert Basmadjian, 2019. "Flexibility-Based Energy and Demand Management in Data Centers: A Case Study for Cloud Computing," Energies, MDPI, vol. 12(17), pages 1-22, August.
  43. Liu, Jun & Liu, Liang & Qian, Yu & Song, Shunfeng, 2022. "The effect of artificial intelligence on carbon intensity: Evidence from China's industrial sector," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
  44. Pietro De Giovanni, 2023. "Sustainability of the Metaverse: A Transition to Industry 5.0," Sustainability, MDPI, vol. 15(7), pages 1-29, March.
  45. Jörg Leicher & Anne Giese & Christoph Wieland, 2024. "Electrification or Hydrogen? The Challenge of Decarbonizing Industrial (High-Temperature) Process Heat," J, MDPI, vol. 7(4), pages 1-18, October.
  46. John Martinovic & Markus Hähnel & Guntram Scheithauer & Waltenegus Dargie, 2022. "An introduction to stochastic bin packing-based server consolidation with conflicts," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 30(2), pages 296-331, July.
  47. Saket Kaushal & A. Aadhi & Anthony Roberge & Roberto Morandotti & Raman Kashyap & José Azaña, 2023. "All-fibre phase filters with 1-GHz resolution for high-speed passive optical logic processing," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  48. Bourgeois Guillaume & Duthil Benjamin & Courboulay Vincent, 2022. "Review of the Impact of IT on the Environment and Solution with a Detailed Assessment of the Associated Gray Literature," Sustainability, MDPI, vol. 14(4), pages 1-19, February.
  49. Ji, Haoran & Chen, Sirui & Yu, Hao & Li, Peng & Yan, Jinyue & Song, Jieying & Wang, Chengshan, 2022. "Robust operation for minimizing power consumption of data centers with flexible substation integration," Energy, Elsevier, vol. 248(C).
  50. Solène Guenat & Phil Purnell & Zoe G. Davies & Maximilian Nawrath & Lindsay C. Stringer & Giridhara Rathnaiah Babu & Muniyandi Balasubramanian & Erica E. F. Ballantyne & Bhuvana Kolar Bylappa & Bei Ch, 2022. "Meeting sustainable development goals via robotics and autonomous systems," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
  51. Kopka, Alexander & Grashof, Nils, 2022. "Artificial intelligence: Catalyst or barrier on the path to sustainability?," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  52. Li, Jian & Jurasz, Jakub & Li, Hailong & Tao, Wen-Quan & Duan, Yuanyuan & Yan, Jinyue, 2020. "A new indicator for a fair comparison on the energy performance of data centers," Applied Energy, Elsevier, vol. 276(C).
  53. Nguyen, Quyen & Diaz-Rainey, Ivan & Kuruppuarachchi, Duminda, 2021. "Predicting corporate carbon footprints for climate finance risk analyses: A machine learning approach," Energy Economics, Elsevier, vol. 95(C).
  54. Andrea A. Cortinois & Anne‐Emanuelle Birn, 2021. "What’s Technology Got to Do With It? Power, Politics, and Health Equity Beyond Technological Triumphalism," Global Policy, London School of Economics and Political Science, vol. 12(S6), pages 75-79, July.
  55. Silva, C.A. & Vilaça, R. & Pereira, A. & Bessa, R.J., 2024. "A review on the decarbonization of high-performance computing centers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
  56. Salil Bharany & Sandeep Sharma & Osamah Ibrahim Khalaf & Ghaida Muttashar Abdulsahib & Abeer S. Al Humaimeedy & Theyazn H. H. Aldhyani & Mashael Maashi & Hasan Alkahtani, 2022. "A Systematic Survey on Energy-Efficient Techniques in Sustainable Cloud Computing," Sustainability, MDPI, vol. 14(10), pages 1-89, May.
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