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        timestamp = {Mon, 05 Feb 2024 20:18:06 +0100},
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@inproceedings{DBLP:conf/ccgrid/MastenbroekAJLB21,
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                  Eyk and Laurens Versluis and Vincent van Beek and Alexandru
                  Iosup},
        editor = {Laurent Lef{\`{e}}vre and Stacy Patterson and Young Choon Lee
                  and Haiying Shen and Shashikant Ilager and Mohammad Goudarzi
                  and Adel Nadjaran Toosi and Rajkumar Buyya},
        title = {OpenDC 2.0: Convenient Modeling and Simulation of Emerging
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@inproceedings{DBLP:conf/icdcs/IosupVTETBFMT19,
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@inproceedings{DBLP:conf/date/MilojicicFDR21,
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@misc{WIKI:page/DigitalTwin,
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@inproceedings{DBLP:conf/wosp/SumanCNTMI24,
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@inproceedings{DBLP:conf/sc/BrewerMKWBHSGGW24,
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@misc{Wikipedia:PredictiveModelling,
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@inproceedings{DBLP:conf/acsos/TalluriOVTI21,
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@inproceedings{DBLP:conf/AIAA/Teugel2012,
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@article{DBLP:journals/spe/CalheirosRBRB11,
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@article{DBLP:journals/corr/CasanovaGLQS13,
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@inproceedings{DBLP:conf/europar/IosupSE08,
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        title = {DGSim: Comparing Grid Resource Management Architectures through
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        booktitle = {Euro-Par 2008 - Parallel Processing, 14th International
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@inproceedings{DBLP:conf/europar/OstermannPPF10,
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        editor = {Mario R. Guarracino and Fr{\'{e}}d{\'{e}}ric Vivien and Jesper
                  Larsson Tr{\"{a}}ff and Mario Cannataro and Marco Danelutto and
                  Anders Hast and Francesca Perla and Andreas Kn{\"{u}}pfer and
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        title = {GroudSim: An Event-Based Simulation Framework for Computational
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        booktitle = {Euro-Par 2010 Parallel Processing Workshops - HeteroPar,
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        series = {Lecture Notes in Computer Science},
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        publisher = {Springer},
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        bibsource = {dblp computer science bibliography, https://dblp.org},
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@article{DBLP:journals/grid/NunezVCCCL12,
        author = {Alberto Nu{\~{n}}ez and Jos{\'{e}} Luis V{\'{a}}zquez{-}
                  Poletti and Agust{\'{\i}}n C. Caminero and Gabriel G. Casta{\~{
                  n}}{\'{e}} and Jes{\'{u}}s Carretero and Ignacio Mart{\'{\i}}n
                  Llorente},
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        timestamp = {Sun, 19 Jan 2025 14:31:14 +0100},
        biburl = {https://dblp.org/rec/journals/grid/NunezVCCCL12.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
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@article{DBLP:journals/fgcs/MichonGGUK17,
        author = {Etienne Michon and Julien Gossa and St{\'{e}}phane Genaud and
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        year = {2017},
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        timestamp = {Tue, 21 Mar 2023 21:06:55 +0100},
        biburl = {https://dblp.org/rec/journals/fgcs/MichonGGUK17.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
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@article{DBLP:journals/jpdc/CasanovaTKS21,
        author = {Henri Casanova and Ryan Tanaka and William Koch and Rafael
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        title = {Teaching parallel and distributed computing concepts in
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        doi = {10.1016/J.JPDC.2021.05.009},
        timestamp = {Thu, 29 Jul 2021 13:41:54 +0200},
        biburl = {https://dblp.org/rec/journals/jpdc/CasanovaTKS21.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
}

@inproceedings{DBLP:conf/aina/WickremasingheCB10,
        author = {Bhathiya Wickremasinghe and Rodrigo N. Calheiros and Rajkumar
                  Buyya},
        title = {CloudAnalyst: {A} CloudSim-Based Visual Modeller for Analysing
                 Cloud Computing Environments and Applications},
        booktitle = {24th {IEEE} International Conference on Advanced
                     Information Networking and Applications, {AINA} 2010, Perth,
                     Australia, 20-13 April 2010},
        pages = {446--452},
        publisher = {{IEEE} Computer Society},
        year = {2010},
        url = {https://doi.org/10.1109/AINA.2010.32},
        doi = {10.1109/AINA.2010.32},
        timestamp = {Fri, 24 Mar 2023 00:03:53 +0100},
        biburl = {https://dblp.org/rec/conf/aina/WickremasingheCB10.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
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@inproceedings{DBLP:conf/eScience/ChenD12,
        author = {Weiwei Chen and Ewa Deelman},
        title = {WorkflowSim: {A} toolkit for simulating scientific workflows in
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        booktitle = {8th {IEEE} International Conference on E-Science, e-Science
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        pages = {1--8},
        publisher = {{IEEE} Computer Society},
        year = {2012},
        url = {https://doi.org/10.1109/eScience.2012.6404430},
        doi = {10.1109/ESCIENCE.2012.6404430},
        timestamp = {Fri, 24 Mar 2023 00:04:10 +0100},
        biburl = {https://dblp.org/rec/conf/eScience/ChenD12.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
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@misc{DBLP:data/11/CasanovaSTPJKAOS20f,
        author = {Henri Casanova and Rafael Ferreira da Silva and Ryan Tanaka
                  and Suraj Pandey and Gautam Jethwani and William Koch and
                  Spencer Albrecht and James Oeth and Fr{\'{e}}d{\'{e}}ric Suter},
        title = {Developing Accurate and Scalable Simulators of Production
                 Workflow Management Systems with {WRENCH} (Version 2.0)},
        publisher = {Zenodo},
        year = {2020},
        month = nov,
        howpublished = {\url{https://doi.org/10.5281/zenodo.7158509}},
        note = {Accessed on YYYY-MM-DD.},
        url = {https://doi.org/10.5281/zenodo.7158509},
        doi = {10.5281/ZENODO.7158509},
        timestamp = {Wed, 18 Jun 2025 15:49:44 +0200},
        biburl = {https://dblp.org/rec/data/11/CasanovaSTPJKAOS20f.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
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@article{DBLP:journals/tcc/HirofuchiLP18,
        author = {Takahiro Hirofuchi and Adrien Lebre and Laurent Pouilloux},
        title = {SimGrid {VM:} Virtual Machine Support for a Simulation
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        bibsource = {dblp computer science bibliography, https://dblp.org},
}

@inproceedings{DBLP:conf/noms/ZhangZLZWC22,
        author = {Ziting Zhang and Yu Zeng and Haoran Liu and Chaoyue Zhao and
                  Feng Wang and Yunqing Chen},
        title = {Smart {DC:} An {AI} and Digital Twin-based Energy-Saving
                 Solution for Data Centers},
        booktitle = {2022 {IEEE/IFIP} Network Operations and Management
                     Symposium, {NOMS} 2022, Budapest, Hungary, April 25-29, 2022
                     },
        pages = {1--6},
        publisher = {{IEEE}},
        year = {2022},
        url = {https://doi.org/10.1109/NOMS54207.2022.9789853},
        doi = {10.1109/NOMS54207.2022.9789853},
        timestamp = {Wed, 15 Jun 2022 16:45:18 +0200},
        biburl = {https://dblp.org/rec/conf/noms/ZhangZLZWC22.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
}

@inproceedings{DBLP:conf/sc/TaheriBPRHDEWPM24,
        author = {Ebad Taheri and Pedro Bruel and Pavana Prakash and Gourav
                  Rattihalli and Ninad Hogade and Aditya Dhakal and Rolando P.
                  Hong Enriquez and Torsten Wilde and Leo Popokh and Dejan S.
                  Milojicic and Cullen E. Bash},
        title = {DyTwin: Federated Adaptive Digital Twins for Data Centers -
                 Visualization and Anomaly Detection},
        booktitle = {{SC24-W:} Workshops of the International Conference for
                     High Performance Computing, Networking, Storage and Analysis
                     , Atlanta, GA, USA, November 17-22, 2024},
        pages = {847--852},
        publisher = {{IEEE}},
        year = {2024},
        url = {https://doi.org/10.1109/SCW63240.2024.00120},
        doi = {10.1109/SCW63240.2024.00120},
        timestamp = {Thu, 07 May 2026 20:28:31 +0200},
        biburl = {https://dblp.org/rec/conf/sc/TaheriBPRHDEWPM24.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
}

@inproceedings{DBLP:conf/sensys/LiW0Z0T23,
        author = {Minghao Li and Ruihang Wang and Xin Zhou and Zhaomeng Zhu and
                  Yonggang Wen and Rui Tan},
        title = {ChatTwin: Toward Automated Digital Twin Generation for Data
                 Center via Large Language Models},
        booktitle = {Proceedings of the 10th {ACM} International Conference on
                     Systems for Energy-Efficient Buildings, Cities, and
                     Transportation, BuildSys 2023, Istanbul, Turkey, November
                     15-16, 2023},
        pages = {208--211},
        publisher = {{ACM}},
        year = {2023},
        url = {https://doi.org/10.1145/3600100.3623719},
        doi = {10.1145/3600100.3623719},
        timestamp = {Tue, 13 May 2025 13:47:03 +0200},
        biburl = {https://dblp.org/rec/conf/sensys/LiW0Z0T23.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
}

@inproceedings{DBLP:conf/sensys/CaoW0022,
        author = {Zhiwei Cao and Ruihang Wang and Xin Zhou and Yonggang Wen},
        editor = {Jorge Ortiz},
        title = {Reducio: model reduction for data center predictive digital
                 twins via physics-guided machine learning},
        booktitle = {Proceedings of the 9th {ACM} International Conference on
                     Systems for Energy-Efficient Buildings, Cities, and
                     Transportation, BuildSys 2022, Boston, Massachusetts,
                     November 9-10, 2022},
        pages = {1--10},
        publisher = {{ACM}},
        year = {2022},
        url = {https://doi.org/10.1145/3563357.3564050},
        doi = {10.1145/3563357.3564050},
        timestamp = {Wed, 04 Dec 2024 09:43:28 +0100},
        biburl = {https://dblp.org/rec/conf/sensys/CaoW0022.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
}

@inproceedings{DBLP:conf/sigcomm/HongWDSSHZY21,
        author = {Hanshu Hong and Qin Wu and Feng Dong and Wei Song and Ronghua
                  Sun and Tao Han and Cheng Zhou and Hongwei Yang},
        title = {NetGraph: An Intelligent Operated Digital Twin Platform for
                 Data Center Networks},
        booktitle = {NAI'21: Proceedings of the {ACM} {SIGCOMM} 2021 Workshop on
                     Network-Application Integration, Virtual Event, USA, August
                     27, 2021},
        pages = {26--32},
        publisher = {{ACM}},
        year = {2021},
        url = {https://doi.org/10.1145/3472727.3472802},
        doi = {10.1145/3472727.3472802},
        timestamp = {Sun, 19 Jan 2025 13:17:55 +0100},
        biburl = {https://dblp.org/rec/conf/sigcomm/HongWDSSHZY21.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
}

@inproceedings{DBLP:conf/sensys/WangZD0TCWZ20,
        author = {Ruihang Wang and Xin Zhou and Linsen Dong and Yonggang Wen and
                  Rui Tan and Li Chen and Guan Wang and Feng Zeng},
        title = {Kalibre: Knowledge-based Neural Surrogate Model Calibration for
                 Data Center Digital Twins},
        booktitle = {BuildSys '20: The 7th {ACM} International Conference on
                     Systems for Energy-Efficient Buildings, Cities, and
                     Transportation, Virtual Event, Japan, November 18-20, 2020},
        pages = {200--209},
        publisher = {{ACM}},
        year = {2020},
        url = {https://doi.org/10.1145/3408308.3427982},
        doi = {10.1145/3408308.3427982},
        timestamp = {Wed, 04 Dec 2024 09:45:46 +0100},
        biburl = {https://dblp.org/rec/conf/sensys/WangZD0TCWZ20.bib},
        bibsource = {dblp computer science bibliography, https://dblp.org},
}


@inproceedings{DBLP:usdoe/report/AP26894,
        author = {National Academy of Engineering and National Academies of
                  Sciences Engineering and Medicine},
        title = {Foundational Research Gaps and Future Directions for Digital
                 Twins},
        isbn = {978-0-309-70042-9},
        doi = {10.17226/26894},
        url = {
               https://nap.nationalacademies.org/catalog/26894/foundational-research-gaps-and-future-directions-for-digital-twins
               },
        year = {2024},
        publisher = {{The National Academies Press}},
        address = {Washington, DC},
}

@conference{DBLP:modsim24/presentation/Iosup2024,
        author = {Alexandru Iosup},
        title = {A VU on Digital Twins to Improve the Performance and
                 Technological Sustainability of Datacenters in the Continuum},
        url = {https://atlarge-research.com/talks/2023-modsim-alex.html},
        year = {2024},
        publisher = {MODSIM World},
        address = {Seattle, US},
}


@inproceedings{DBLP:conf/AppliedEnergy/Zhao20,
        title = {Digital twin-driven energy consumption management of integrated
                 heat pipe cooling system for a data center},
        journal = {Applied Energy},
        volume = {373},
        pages = {123840},
        year = {2024},
        issn = {0306-2619},
        doi = {https://doi.org/10.1016/j.apenergy.2024.123840},
        url = {
               https://www.sciencedirect.com/science/article/pii/S0306261924012236
               },
        author = {Haitao Zhu and Botao Lin},
        keywords = {Digital twin, Energy consumption management, Cooling system,
                    Real-time interaction, Genetic algorithm},
}

@image{DBLP:image/48Microprocessor/Rupp,
        author = {M. Horowitz and F. Labonte and O. Shacham and K. Olukotun and
                  L. Hammond and C. Batten},
        title = {48 Years of Microprocessor Trend Data},
        doi = {
               https://zenodo.org/records/3947824/files/48-years-processor-trend.pdf
               },
        url = {https://github.com/karlrupp/microprocessor-trend-data},
        year = {2019},
        publisher = {K. Rupp},
}