% references_part06.bib — WP44 Part VI (Agent F, Systems Specialist). Every entry verified 2026-11-03 by a Crossref or arXiv
% single lookup (see references_verification_part06.csv). Keys already in references.bib are not redefined here.

@inproceedings{chen2024rcacopilot,
  title = {Automatic Root Cause Analysis via Large Language Models for Cloud Incidents},
  author = {Yinfang Chen and Huaibing Xie and Minghua Ma and Yu Kang and Xin Gao and Liu Shi and Yunjie Cao and Xuedong Gao and Hao Fan and Ming Wen and Jun Zeng and Supriyo Ghosh and Xuchao Zhang and Chaoyun Zhang and Qingwei Lin and Saravan Rajmohan and Dongmei Zhang and Tianyin Xu},
  booktitle = {Proceedings of the Nineteenth European Conference on Computer Systems (EuroSys '24)},
  year = {2024},
  pages = {674--688},
  publisher = {ACM},
  doi = {10.1145/3627703.3629553},
  note = {verified: Crossref 2026-11-03}
}

@article{zhou2024drlcloud,
  title = {Deep reinforcement learning-based methods for resource scheduling in cloud computing: a review and future directions},
  author = {Guangyao Zhou and Wenhong Tian and Rajkumar Buyya and Ruini Xue and Liang Song},
  journal = {Artificial Intelligence Review},
  volume = {57},
  number = {5},
  year = {2024},
  doi = {10.1007/s10462-024-10756-9},
  note = {verified: Crossref 2026-11-03}
}

@article{wang2023road6g,
  title = {On the Road to {6G}: Visions, Requirements, Key Technologies, and Testbeds},
  author = {Cheng-Xiang Wang and Xiaohu You and Xiqi Gao and Xiuming Zhu and Zixin Li and Chuan Zhang and Haiming Wang and Yongming Huang and Yunfei Chen and Harald Haas and John S. Thompson and Erik G. Larsson and Marco Di Renzo and Wen Tong and Peiying Zhu and Xuemin Shen and H. Vincent Poor and Lajos Hanzo},
  journal = {IEEE Communications Surveys \& Tutorials},
  volume = {25},
  number = {2},
  pages = {905--974},
  year = {2023},
  doi = {10.1109/COMST.2023.3249835},
  note = {verified: Crossref 2026-11-03}
}

@article{liu2022isac,
  title = {Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for {6G} and Beyond},
  author = {Fan Liu and Yuanhao Cui and Christos Masouros and Jie Xu and Tony Xiao Han and Yonina C. Eldar and Stefano Buzzi},
  journal = {IEEE Journal on Selected Areas in Communications},
  volume = {40},
  number = {6},
  pages = {1728--1767},
  year = {2022},
  doi = {10.1109/JSAC.2022.3156632},
  note = {verified: Crossref 2026-11-03}
}

@article{qu2025meillm,
  title = {Mobile Edge Intelligence for Large Language Models: A Contemporary Survey},
  author = {Guanqiao Qu and Qiyuan Chen and Wei Wei and Zheng Lin and Xianhao Chen and Kaibin Huang},
  journal = {IEEE Communications Surveys \& Tutorials},
  volume = {27},
  number = {6},
  pages = {3820--3860},
  year = {2025},
  doi = {10.1109/COMST.2025.3527641},
  note = {verified: Crossref 2026-11-03}
}

@article{zhang2026edgegeneral,
  title = {Toward Edge General Intelligence With Agentic {AI} and Agentification: Concepts, Technologies, and Future Directions},
  author = {Ruichen Zhang and Guangyuan Liu and Yinqiu Liu and Changyuan Zhao and Jiacheng Wang and Yunting Xu and Dusit Niyato and Jiawen Kang and Yonghui Li and Shiwen Mao and Sumei Sun and Xuemin Shen and Dong In Kim},
  journal = {IEEE Communications Surveys \& Tutorials},
  volume = {28},
  pages = {4285--4318},
  year = {2026},
  doi = {10.1109/COMST.2026.3651702},
  note = {verified: Crossref 2026-11-03}
}

@article{liu2026eccc,
  title = {Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey},
  author = {Jing Liu and Yao Du and Kun Yang and Jiaqi Wu and Yan Wang and Xiping Hu and Zehua Wang and Yang Liu and Peng Sun and Azzedine Boukerche and Victor C. M. Leung},
  journal = {IEEE Communications Surveys \& Tutorials},
  volume = {28},
  pages = {5049--5080},
  year = {2026},
  doi = {10.1109/COMST.2026.3669216},
  note = {verified: Crossref 2026-11-03}
}

@article{jiang2026lamagentic,
  title = {From Large {AI} Models to Agentic {AI}: A Tutorial on Future Intelligent Communications},
  author = {Feibo Jiang and Cunhua Pan and Kezhi Wang and Pietro Michiardi and Octavia A. Dobre and Merouane Debbah},
  journal = {IEEE Journal on Selected Areas in Communications},
  volume = {44},
  pages = {3507--3540},
  year = {2026},
  doi = {10.1109/JSAC.2026.3660010},
  note = {verified: Crossref 2026-11-03}
}

@article{douze2026faiss,
  title = {The {Faiss} Library},
  author = {Matthijs Douze and Alexandr Guzhva and Chengqi Deng and Jeff Johnson and Gergely Szilvasy and Pierre-Emmanuel Mazar{\'e} and Maria Lomeli and Lucas Hosseini and Herv{\'e} J{\'e}gou},
  journal = {IEEE Transactions on Big Data},
  volume = {12},
  number = {2},
  pages = {346--361},
  year = {2026},
  doi = {10.1109/TBDATA.2025.3618474},
  note = {verified: Crossref 2026-11-03}
}

@article{zha2025datacentric,
  title = {Data-centric Artificial Intelligence: A Survey},
  author = {Daochen Zha and Zaid Pervaiz Bhat and Kwei-Herng Lai and Fan Yang and Zhimeng Jiang and Shaochen Zhong and Xia Hu},
  journal = {ACM Computing Surveys},
  volume = {57},
  number = {5},
  pages = {1--42},
  year = {2025},
  doi = {10.1145/3711118},
  note = {verified: Crossref 2026-11-03}
}

@article{mohammed2025dataquality,
  title = {The effects of data quality on machine learning performance on tabular data},
  author = {Sedir Mohammed and Lukas Budach and Moritz Feuerpfeil and Nina Ihde and Andrea Nathansen and Nele Noack and Hendrik Patzlaff and Felix Naumann and Hazar Harmouch},
  journal = {Information Systems},
  volume = {132},
  pages = {102549},
  year = {2025},
  doi = {10.1016/j.is.2025.102549},
  note = {verified: Crossref 2026-11-03}
}

@article{dinh2018blockbench,
  title = {Untangling Blockchain: A Data Processing View of Blockchain Systems},
  author = {Tien Tuan Anh Dinh and Rui Liu and Meihui Zhang and Gang Chen and Beng Chin Ooi and Ji Wang},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  volume = {30},
  number = {7},
  pages = {1366--1385},
  year = {2018},
  doi = {10.1109/TKDE.2017.2781227},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{fan2024ragsurvey,
  title = {A Survey on {RAG} Meeting {LLMs}: Towards Retrieval-Augmented Large Language Models},
  author = {Wenqi Fan and Yujuan Ding and Liangbo Ning and Shijie Wang and Hengyun Li and Dawei Yin and Tat-Seng Chua and Qing Li},
  booktitle = {Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '24)},
  pages = {6491--6501},
  year = {2024},
  publisher = {ACM},
  doi = {10.1145/3637528.3671470},
  note = {verified: Crossref 2026-11-03}
}

@article{wu2024llmrec,
  title = {A survey on large language models for recommendation},
  author = {Likang Wu and Zhi Zheng and Zhaopeng Qiu and Hao Wang and Hongchao Gu and Tingjia Shen and Chuan Qin and Chen Zhu and Hengshu Zhu and Qi Liu and Hui Xiong and Enhong Chen},
  journal = {World Wide Web},
  volume = {27},
  number = {5},
  year = {2024},
  doi = {10.1007/s11280-024-01291-2},
  note = {verified: Crossref 2026-11-03}
}

@article{zhao2024recsysllm,
  title = {Recommender Systems in the Era of Large Language Models ({LLMs})},
  author = {Zihuai Zhao and Wenqi Fan and Jiatong Li and Yunqing Liu and Xiaowei Mei and Yiqi Wang and Zhen Wen and Fei Wang and Xiangyu Zhao and Jiliang Tang and Qing Li},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  volume = {36},
  number = {11},
  pages = {6889--6907},
  year = {2024},
  doi = {10.1109/TKDE.2024.3392335},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{xiao2024cpack,
  title = {{C-Pack}: Packed Resources For General {Chinese} Embeddings},
  author = {Shitao Xiao and Zheng Liu and Peitian Zhang and Niklas Muennighoff and Defu Lian and Jian-Yun Nie},
  booktitle = {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)},
  pages = {641--649},
  year = {2024},
  publisher = {ACM},
  doi = {10.1145/3626772.3657878},
  note = {verified: Crossref 2026-11-03}
}

@article{zhao2026ragaigc,
  title = {Retrieval-Augmented Generation for {AI}-Generated Content: A Survey},
  author = {Penghao Zhao and Hailin Zhang and Qinhan Yu and Zhengren Wang and Yunteng Geng and Fangcheng Fu and Ling Yang and Wentao Zhang and Jie Jiang and Bin Cui},
  journal = {Data Science and Engineering},
  volume = {11},
  number = {1},
  pages = {1--29},
  year = {2026},
  doi = {10.1007/s41019-025-00335-5},
  note = {verified: Crossref 2026-11-03}
}

@article{huang2026ragsurvey,
  title = {A Survey on Retrieval-Augmented Text Generation for Large Language Models},
  author = {Yizheng Huang and Jimmy Xiangji Huang},
  journal = {ACM Computing Surveys},
  volume = {58},
  number = {12},
  pages = {1--38},
  year = {2026},
  doi = {10.1145/3805774},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{he2020lightgcn,
  title = {{LightGCN}: Simplifying and Powering Graph Convolution Network for Recommendation},
  author = {Xiangnan He and Kuan Deng and Xiang Wang and Yan Li and YongDong Zhang and Meng Wang},
  booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '20)},
  pages = {639--648},
  year = {2020},
  publisher = {ACM},
  doi = {10.1145/3397271.3401063},
  note = {verified: Crossref 2026-11-03 (Crossref title field is the short form ``LightGCN'')}
}

@article{wu2023gnnrec,
  title = {Graph Neural Networks in Recommender Systems: A Survey},
  author = {Shiwen Wu and Fei Sun and Wentao Zhang and Xu Xie and Bin Cui},
  journal = {ACM Computing Surveys},
  volume = {55},
  number = {5},
  pages = {1--37},
  year = {2023},
  doi = {10.1145/3535101},
  note = {verified: Crossref 2026-11-03}
}

@article{gao2023gnnrecsurvey,
  title = {A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions},
  author = {Chen Gao and Yu Zheng and Nian Li and Yinfeng Li and Yingrong Qin and Jinghua Piao and Yuhan Quan and Jianxin Chang and Depeng Jin and Xiangnan He and Yong Li},
  journal = {ACM Transactions on Recommender Systems},
  volume = {1},
  number = {1},
  pages = {1--51},
  year = {2023},
  doi = {10.1145/3568022},
  note = {verified: Crossref 2026-11-03}
}

@article{davies2018loihi,
  title = {{Loihi}: A Neuromorphic Manycore Processor with On-Chip Learning},
  author = {Mike Davies and Narayan Srinivasa and Tsung-Han Lin and Gautham Chinya and Yongqiang Cao and Sri Harsha Choday and Georgios Dimou and Prasad Joshi and Nabil Imam and Shweta Jain and Yuyun Liao and Chit-Kwan Lin and Andrew Lines and Ruokun Liu and Deepak Mathaikutty and Steven McCoy and Arnab Paul and Jonathan Tse and Guruguhanathan Venkataramanan and Yi-Hsin Weng and Andreas Wild and Yoonseok Yang and Hong Wang},
  journal = {IEEE Micro},
  volume = {38},
  number = {1},
  pages = {82--99},
  year = {2018},
  doi = {10.1109/MM.2018.112130359},
  note = {verified: Crossref 2026-11-03}
}

@article{schuman2022neuromorphic,
  title = {Opportunities for neuromorphic computing algorithms and applications},
  author = {Catherine D. Schuman and Shruti R. Kulkarni and Maryam Parsa and J. Parker Mitchell and Prasanna Date and Bill Kay},
  journal = {Nature Computational Science},
  volume = {2},
  number = {1},
  pages = {10--19},
  year = {2022},
  doi = {10.1038/s43588-021-00184-y},
  note = {verified: Crossref 2026-11-03}
}

@article{xu2024taichi,
  title = {Large-scale photonic chiplet {Taichi} empowers 160-{TOPS/W} artificial general intelligence},
  author = {Zhihao Xu and Tiankuang Zhou and Muzhou Ma and ChenChen Deng and Qionghai Dai and Lu Fang},
  journal = {Science},
  volume = {384},
  number = {6692},
  pages = {202--209},
  year = {2024},
  doi = {10.1126/science.adl1203},
  note = {verified: Crossref 2026-11-03}
}

@article{ahmed2025photonic,
  title = {Universal photonic artificial intelligence acceleration},
  author = {Sufi R. Ahmed and Reza Baghdadi and Mikhail Bernadskiy and Nate Bowman and Ryan Braid and Jim Carr and Chen Chen and Pietro Ciccarella and Matthew Cole and John Cooke and Kishor Desai and Carlos Dorta and Jonathan Elmhurst and Bryce Gardiner and others},
  journal = {Nature},
  volume = {640},
  number = {8058},
  pages = {368--374},
  year = {2025},
  doi = {10.1038/s41586-025-08854-x},
  note = {verified: Crossref 2026-11-03}
}

@article{fu2024onn,
  title = {Optical neural networks: progress and challenges},
  author = {Tingzhao Fu and Jianfa Zhang and Run Sun and Yuyao Huang and Wei Xu and Sigang Yang and Zhihong Zhu and Hongwei Chen},
  journal = {Light: Science \& Applications},
  volume = {13},
  number = {1},
  year = {2024},
  doi = {10.1038/s41377-024-01590-3},
  note = {verified: Crossref 2026-11-03}
}

@article{lam2026neuromorphicphotonic,
  title = {Neuromorphic photonic computing with an electro-optic analog memory},
  author = {Sean Lam and Ahmed Khaled and Simon Bilodeau and Bicky A. Marquez and Paul R. Prucnal and Lukas Chrostowski and Bhavin J. Shastri and Sudip Shekhar},
  journal = {Nature Communications},
  volume = {17},
  number = {1},
  year = {2026},
  doi = {10.1038/s41467-026-69084-x},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{patel2024splitwise,
  title = {{Splitwise}: Efficient Generative {LLM} Inference Using Phase Splitting},
  author = {Pratyush Patel and Esha Choukse and Chaojie Zhang and Aashaka Shah and {\'I}{\~n}igo Goiri and Saeed Maleki and Ricardo Bianchini},
  booktitle = {2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA)},
  pages = {118--132},
  year = {2024},
  publisher = {IEEE},
  doi = {10.1109/ISCA59077.2024.00019},
  note = {verified: Crossref 2026-11-03}
}

@article{lin2025awq,
  title = {{AWQ}: Activation-aware Weight Quantization for On-Device {LLM} Compression and Acceleration},
  author = {Ji Lin and Jiaming Tang and Haotian Tang and Shang Yang and Guangxuan Xiao and Song Han},
  journal = {GetMobile: Mobile Computing and Communications},
  volume = {28},
  number = {4},
  pages = {12--17},
  year = {2025},
  doi = {10.1145/3714983.3714987},
  note = {verified: Crossref 2026-11-03}
}

@article{silvano2025accelerators,
  title = {A Survey on Deep Learning Hardware Accelerators for Heterogeneous {HPC} Platforms},
  author = {Cristina Silvano and Daniele Ielmini and Fabrizio Ferrandi and Leandro Fiorin and Serena Curzel and Luca Benini and Francesco Conti and Angelo Garofalo and Cristian Zambelli and Enrico Calore and Sebastiano Schifano and Maurizio Palesi and Giuseppe Ascia and Davide Patti and others},
  journal = {ACM Computing Surveys},
  volume = {57},
  number = {11},
  pages = {1--39},
  year = {2025},
  doi = {10.1145/3729215},
  note = {verified: Crossref 2026-11-03}
}

@incollection{mutlu2023pim,
  title = {A Modern Primer on Processing in Memory},
  author = {Onur Mutlu and Saugata Ghose and Juan G{\'o}mez-Luna and Rachata Ausavarungnirun},
  booktitle = {Emerging Computing: From Devices to Systems},
  series = {Computer Architecture and Design Methodologies},
  pages = {171--243},
  year = {2023},
  publisher = {Springer Nature Singapore},
  doi = {10.1007/978-981-16-7487-7_7},
  note = {verified: Crossref 2026-11-03}
}

@article{bennun2020demystifying,
  title = {Demystifying Parallel and Distributed Deep Learning: An In-depth Concurrency Analysis},
  author = {Tal Ben-Nun and Torsten Hoefler},
  journal = {ACM Computing Surveys},
  volume = {52},
  number = {4},
  pages = {1--43},
  year = {2020},
  doi = {10.1145/3320060},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{song2024powerinfer,
  title = {{PowerInfer}: Fast Large Language Model Serving with a Consumer-grade {GPU}},
  author = {Yixin Song and Zeyu Mi and Haotong Xie and Haibo Chen},
  booktitle = {Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles (SOSP '24)},
  pages = {590--606},
  year = {2024},
  publisher = {ACM},
  doi = {10.1145/3694715.3695964},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{strati2024orion,
  title = {{Orion}: Interference-aware, Fine-grained {GPU} Sharing for {ML} Applications},
  author = {Foteini Strati and Xianzhe Ma and Ana Klimovic},
  booktitle = {Proceedings of the Nineteenth European Conference on Computer Systems (EuroSys '24)},
  pages = {1075--1092},
  year = {2024},
  publisher = {ACM},
  doi = {10.1145/3627703.3629578},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{prabhu2025vattention,
  title = {{vAttention}: Dynamic Memory Management for Serving {LLMs} without {PagedAttention}},
  author = {Ramya Prabhu and Ajay Nayak and Jayashree Mohan and Ramachandran Ramjee and Ashish Panwar},
  booktitle = {Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS '25)},
  pages = {1133--1150},
  year = {2025},
  publisher = {ACM},
  doi = {10.1145/3669940.3707256},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{lee2020keystone,
  title = {{Keystone}: an open framework for architecting trusted execution environments},
  author = {Dayeol Lee and David Kohlbrenner and Shweta Shinde and Krste Asanovi{\'c} and Dawn Song},
  booktitle = {Proceedings of the Fifteenth European Conference on Computer Systems (EuroSys '20)},
  pages = {1--16},
  year = {2020},
  publisher = {ACM},
  doi = {10.1145/3342195.3387532},
  note = {verified: Crossref 2026-11-03 (Crossref title field is the short form ``Keystone'')}
}

@inproceedings{jia2021nightcore,
  title = {{Nightcore}: efficient and scalable serverless computing for latency-sensitive, interactive microservices},
  author = {Zhipeng Jia and Emmett Witchel},
  booktitle = {Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS '21)},
  pages = {152--166},
  year = {2021},
  publisher = {ACM},
  doi = {10.1145/3445814.3446701},
  note = {verified: Crossref 2026-11-03}
}

@article{googlequantum2023suppressing,
  title = {Suppressing quantum errors by scaling a surface code logical qubit},
  author = {{Google Quantum AI}},
  journal = {Nature},
  volume = {614},
  number = {7949},
  pages = {676--681},
  year = {2023},
  doi = {10.1038/s41586-022-05434-1},
  note = {verified: Crossref 2026-11-03}
}

@article{bluvstein2024logical,
  title = {Logical quantum processor based on reconfigurable atom arrays},
  author = {Dolev Bluvstein and Simon J. Evered and Alexandra A. Geim and Sophie H. Li and Hengyun Zhou and Tom Manovitz and Sepehr Ebadi and Madelyn Cain and Marcin Kalinowski and Dominik Hangleiter and J. Pablo {Bonilla Ataides} and Nishad Maskara and Iris Cong and Xun Gao and others},
  journal = {Nature},
  volume = {626},
  number = {7997},
  pages = {58--65},
  year = {2024},
  doi = {10.1038/s41586-023-06927-3},
  note = {verified: Crossref 2026-11-03}
}

@article{larocca2025barren,
  title = {Barren plateaus in variational quantum computing},
  author = {Mart{\'i}n Larocca and Supanut Thanasilp and Samson Wang and Kunal Sharma and Jacob Biamonte and Patrick J. Coles and Lukasz Cincio and Jarrod R. McClean and Zo{\"e} Holmes and M. Cerezo},
  journal = {Nature Reviews Physics},
  volume = {7},
  number = {4},
  pages = {174--189},
  year = {2025},
  doi = {10.1038/s42254-025-00813-9},
  note = {verified: Crossref 2026-11-03}
}

@article{main2025distributedqc,
  title = {Distributed quantum computing across an optical network link},
  author = {D. Main and P. Drmota and D. P. Nadlinger and E. M. Ainley and A. Agrawal and B. C. Nichol and R. Srinivas and G. Araneda and D. M. Lucas},
  journal = {Nature},
  volume = {638},
  number = {8050},
  pages = {383--388},
  year = {2025},
  doi = {10.1038/s41586-024-08404-x},
  note = {verified: Crossref 2026-11-03}
}

@article{aghaee2025aurora,
  title = {Scaling and networking a modular photonic quantum computer},
  author = {H. {Aghaee Rad} and T. Ainsworth and R. N. Alexander and B. Altieri and M. F. Askarani and R. Baby and L. Banchi and B. Q. Baragiola and J. E. Bourassa and R. S. Chadwick and I. Charania and H. Chen and M. J. Collins and P. Contu and others},
  journal = {Nature},
  volume = {638},
  number = {8052},
  pages = {912--919},
  year = {2025},
  doi = {10.1038/s41586-024-08406-9},
  note = {verified: Crossref 2026-11-03}
}

@misc{javadiabhari2024qiskit,
  title = {Quantum computing with {Qiskit}},
  author = {Ali Javadi-Abhari and Matthew Treinish and Kevin Krsulich and Christopher J. Wood and Jake Lishman and Julien Gacon and Simon Martiel and Paul D. Nation and Lev S. Bishop and Andrew W. Cross and Blake R. Johnson and Jay M. Gambetta},
  year = {2024},
  eprint = {2405.08810},
  archiveprefix = {arXiv},
  howpublished = {arXiv preprint arXiv:2405.08810},
  note = {verified: arxiv API 2026-11-03}
}

@article{abughanem2025ibmquantum,
  title = {{IBM} quantum computers: evolution, performance, and future directions},
  author = {Muhammad AbuGhanem},
  journal = {The Journal of Supercomputing},
  volume = {81},
  number = {5},
  year = {2025},
  doi = {10.1007/s11227-025-07047-7},
  note = {verified: Crossref 2026-11-03}
}

@article{kanno2026qsci,
  title = {Quantum-selected configuration interaction: Classical diagonalization of {Hamiltonians} in subspaces selected by quantum computers},
  author = {Keita Kanno and Masaya Kohda and Ryosuke Imai and Sho Koh and Kosuke Mitarai and Wataru Mizukami and Yuya O. Nakagawa},
  journal = {Physical Review Research},
  volume = {8},
  number = {2},
  year = {2026},
  doi = {10.1103/dmn4-snfx},
  note = {verified: Crossref 2026-11-03}
}

@inproceedings{dodge2022carbonintensity,
  title = {Measuring the Carbon Intensity of {AI} in Cloud Instances},
  author = {Jesse Dodge and Taylor Prewitt and Remi {Tachet des Combes} and Erika Odmark and Roy Schwartz and Emma Strubell and Alexandra Sasha Luccioni and Noah A. Smith and Nicole DeCario and Will Buchanan},
  booktitle = {2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT '22)},
  pages = {1877--1894},
  year = {2022},
  publisher = {ACM},
  doi = {10.1145/3531146.3533234},
  note = {verified: Crossref 2026-11-03}
}

@misc{li2023thirsty,
  title = {Making {AI} Less ``Thirsty'': Uncovering and Addressing the Secret Water Footprint of {AI} Models},
  author = {Pengfei Li and Jianyi Yang and Mohammad A. Islam and Shaolei Ren},
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}