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@article{DBLP:journals/corr/IosupKLVG22,
- author = {Alexandru Iosup and
- Fernando Kuipers and
- Ana Lucia Varbanescu and
- Paola Grosso and
- Animesh Trivedi and
- Jan S. Rellermeyer and
- Lin Wang and
- Alexandru Uta and
- Francesco Regazzoni},
- title = {Future Computer Systems and Networking Research in the Netherlands:
- {A} Manifesto},
- journal = {CoRR},
- volume = {abs/2206.03259},
- year = {2022},
- url = {https://doi.org/10.48550/arXiv.2206.03259},
- doi = {10.48550/ARXIV.2206.03259},
- eprinttype = {arXiv},
- eprint = {2206.03259},
- timestamp = {Mon, 05 Feb 2024 20:18:06 +0100},
- biburl = {https://dblp.org/rec/journals/corr/abs-2206-03259.bib},
- bibsource = {dblp computer science bibliography, https://dblp.org}
+ author = {Alexandru Iosup and Fernando Kuipers and Ana Lucia Varbanescu
+ and Paola Grosso and Animesh Trivedi and Jan S. Rellermeyer and
+ Lin Wang and Alexandru Uta and Francesco Regazzoni},
+ title = {Future Computer Systems and Networking Research in the
+ Netherlands: {A} Manifesto},
+ journal = {CoRR},
+ volume = {abs/2206.03259},
+ year = {2022},
+ url = {https://doi.org/10.48550/arXiv.2206.03259},
+ doi = {10.48550/ARXIV.2206.03259},
+ eprinttype = {arXiv},
+ eprint = {2206.03259},
+ timestamp = {Mon, 05 Feb 2024 20:18:06 +0100},
+ biburl = {https://dblp.org/rec/journals/corr/abs-2206-03259.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
}
@inproceedings{DBLP:conf/date/MilojicicFDR21,
- author = {Dejan S. Milojicic and
- Paolo Faraboschi and
- Nicolas Dub{\'{e}} and
- Duncan Roweth},
- title = {Future of {HPC:} Diversifying Heterogeneity},
- booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
- {DATE} 2021, Grenoble, France, February 1-5, 2021},
- pages = {276--281},
- publisher = {{IEEE}},
- year = {2021},
- url = {https://doi.org/10.23919/DATE51398.2021.9474063},
- doi = {10.23919/DATE51398.2021.9474063},
- timestamp = {Wed, 21 Jul 2021 10:05:23 +0200},
- biburl = {https://dblp.org/rec/conf/date/MilojicicFDR21.bib},
- bibsource = {dblp computer science bibliography, https://dblp.org}
+ author = {Dejan S. Milojicic and Paolo Faraboschi and Nicolas Dub{\'{e}}
+ and Duncan Roweth},
+ title = {Future of {HPC:} Diversifying Heterogeneity},
+ booktitle = {Design, Automation {\&} Test in Europe Conference {\&}
+ Exhibition, {DATE} 2021, Grenoble, France, February 1-5,
+ 2021},
+ pages = {276--281},
+ publisher = {{IEEE}},
+ year = {2021},
+ url = {https://doi.org/10.23919/DATE51398.2021.9474063},
+ doi = {10.23919/DATE51398.2021.9474063},
+ timestamp = {Wed, 21 Jul 2021 10:05:23 +0200},
+ biburl = {https://dblp.org/rec/conf/date/MilojicicFDR21.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
}
@article{DBLP:journals/computer/AthavaleBBMMPS24,
- author = {Jyotika Athavale and
- Cullen E. Bash and
- Wesley Brewer and
- Matthias Maiterth and
- Dejan S. Milojicic and
- Harry Petty and
+ author = {Jyotika Athavale and Cullen E. Bash and Wesley Brewer and
+ Matthias Maiterth and Dejan S. Milojicic and Harry Petty and
Soumyendu Sarkar},
- title = {Digital Twins for Data Centers},
- journal = {Computer},
- volume = {57},
- number = {10},
- pages = {151--158},
- year = {2024},
- url = {https://doi.org/10.1109/MC.2024.3436945},
- doi = {10.1109/MC.2024.3436945},
- timestamp = {Tue, 22 Oct 2024 21:09:19 +0200},
- biburl = {https://dblp.org/rec/journals/computer/AthavaleBBMMPS24.bib},
- bibsource = {dblp computer science bibliography, https://dblp.org}
+ title = {Digital Twins for Data Centers},
+ journal = {Computer},
+ volume = {57},
+ number = {10},
+ pages = {151--158},
+ year = {2024},
+ url = {https://doi.org/10.1109/MC.2024.3436945},
+ doi = {10.1109/MC.2024.3436945},
+ timestamp = {Tue, 22 Oct 2024 21:09:19 +0200},
+ biburl = {https://dblp.org/rec/journals/computer/AthavaleBBMMPS24.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
}
@inproceedings{DBLP:conf/icppw/BourassaJBCJVS19,
- author = {Norman Bourassa and
- Walker Johnson and
- Jeff Broughton and
- Deirdre McShane Carter and
- Sadie Joy and
- Raphael Vitti and
+ author = {Norman Bourassa and Walker Johnson and Jeff Broughton and
+ Deirdre McShane Carter and Sadie Joy and Raphael Vitti and
Peter Seto},
- title = {Operational Data Analytics: Optimizing the National Energy Research
- Scientific Computing Center Cooling Systems},
- booktitle = {48th International Conference on Parallel Processing, {ICPP} 2019
- Workshop Proceedings, Kyoto, Japan, August 05-08, 2019},
- pages = {5:1--5:7},
- publisher = {{ACM}},
- year = {2019},
- url = {https://doi.org/10.1145/3339186.3339210},
- doi = {10.1145/3339186.3339210},
- timestamp = {Mon, 29 Jul 2019 12:39:30 +0200},
- biburl = {https://dblp.org/rec/conf/icppw/BourassaJBCJVS19.bib},
- bibsource = {dblp computer science bibliography, https://dblp.org}
+ title = {Operational Data Analytics: Optimizing the National Energy
+ Research Scientific Computing Center Cooling Systems},
+ booktitle = {48th International Conference on Parallel Processing, {ICPP
+ } 2019 Workshop Proceedings, Kyoto, Japan, August 05-08,
+ 2019},
+ pages = {5:1--5:7},
+ publisher = {{ACM}},
+ year = {2019},
+ url = {https://doi.org/10.1145/3339186.3339210},
+ doi = {10.1145/3339186.3339210},
+ timestamp = {Mon, 29 Jul 2019 12:39:30 +0200},
+ biburl = {https://dblp.org/rec/conf/icppw/BourassaJBCJVS19.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
}
@inproceedings{DBLP:conf/hpdc/NettiMGOTO020,
- author = {Alessio Netti and
- Micha M{\"{u}}ller and
- Carla Guill{\'{e}}n and
- Michael Ott and
- Daniele Tafani and
- Gence Ozer and
- Martin Schulz},
- editor = {Manish Parashar and
- Vladimir Vlassov and
- David E. Irwin and
+ author = {Alessio Netti and Micha M{\"{u}}ller and Carla Guill{\'{e}}n
+ and Michael Ott and Daniele Tafani and Gence Ozer and Martin
+ Schulz},
+ editor = {Manish Parashar and Vladimir Vlassov and David E. Irwin and
Kathryn M. Mohror},
- title = {{DCDB} Wintermute: Enabling Online and Holistic Operational Data Analytics
- on {HPC} Systems},
- booktitle = {{HPDC} '20: The 29th International Symposium on High-Performance Parallel
- and Distributed Computing, Stockholm, Sweden, June 23-26, 2020},
- pages = {101--112},
- publisher = {{ACM}},
- year = {2020},
- url = {https://doi.org/10.1145/3369583.3392674},
- doi = {10.1145/3369583.3392674},
- timestamp = {Sun, 04 Aug 2024 19:37:21 +0200},
- biburl = {https://dblp.org/rec/conf/hpdc/NettiMGOTO020.bib},
- bibsource = {dblp computer science bibliography, https://dblp.org}
+ title = {{DCDB} Wintermute: Enabling Online and Holistic Operational
+ Data Analytics on {HPC} Systems},
+ booktitle = {{HPDC} '20: The 29th International Symposium on
+ High-Performance Parallel and Distributed Computing,
+ Stockholm, Sweden, June 23-26, 2020},
+ pages = {101--112},
+ publisher = {{ACM}},
+ year = {2020},
+ url = {https://doi.org/10.1145/3369583.3392674},
+ doi = {10.1145/3369583.3392674},
+ timestamp = {Sun, 04 Aug 2024 19:37:21 +0200},
+ biburl = {https://dblp.org/rec/conf/hpdc/NettiMGOTO020.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
}
@inproceedings{DBLP:conf/wosp/SumanCNTMI24,
- author = {Shekhar Suman and
- Xiaoyu Chu and
- Dante Niewenhuis and
- Sacheendra Talluri and
- Tiziano De Matteis and
- Alexandru Iosup},
- editor = {Simonetta Balsamo and
- William J. Knottenbelt and
- Cristina L. Abad and
- Weiyi Shang},
- title = {Enabling Operational Data Analytics for Datacenters through Ontologies,
- Monitoring, and Simulation-based Prediction},
- booktitle = {Companion of the 15th {ACM/SPEC} International Conference on Performance
- Engineering, {ICPE} 2024, London, United Kingdom, May 7-11, 2024},
- pages = {120--126},
- publisher = {{ACM}},
- year = {2024},
- url = {https://doi.org/10.1145/3629527.3652897},
- doi = {10.1145/3629527.3652897},
- timestamp = {Fri, 17 May 2024 21:42:59 +0200},
- biburl = {https://dblp.org/rec/conf/wosp/SumanCNTMI24.bib},
- bibsource = {dblp computer science bibliography, https://dblp.org}
+ author = {Shekhar Suman and Xiaoyu Chu and Dante Niewenhuis and
+ Sacheendra Talluri and Tiziano De Matteis and Alexandru Iosup},
+ editor = {Simonetta Balsamo and William J. Knottenbelt and Cristina L.
+ Abad and Weiyi Shang},
+ title = {Enabling Operational Data Analytics for Datacenters through
+ Ontologies, Monitoring, and Simulation-based Prediction},
+ booktitle = {Companion of the 15th {ACM/SPEC} International Conference
+ on Performance Engineering, {ICPE} 2024, London, United
+ Kingdom, May 7-11, 2024},
+ pages = {120--126},
+ publisher = {{ACM}},
+ year = {2024},
+ url = {https://doi.org/10.1145/3629527.3652897},
+ doi = {10.1145/3629527.3652897},
+ timestamp = {Fri, 17 May 2024 21:42:59 +0200},
+ biburl = {https://dblp.org/rec/conf/wosp/SumanCNTMI24.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
}
-@book{DBLP:books/daglib/Brooks0080747,
- author = {Frederick P. Brooks Jr.},
- title = {The mythical man-month - essays on software engineering {(2.} ed.)},
- publisher = {Addison-Wesley},
- year = {1995},
- isbn = {978-0-201-83595-3},
- timestamp = {Wed, 27 Apr 2011 17:30:30 +0200},
- biburl = {https://dblp.org/rec/books/daglib/0080747.bib},
- bibsource = {dblp computer science bibliography, https://dblp.org}
+@book{DBLP:books/worldcat/Kafka2021,
+ edition = {2nd edition.},
+ title = {Kafka: {The} {Definitive} {Guide}, 2nd {Edition}},
+ isbn = {9781492043065},
+ shorttitle = {Kafka},
+ language = {eng},
+ publisher = {O'Reilly Media, Inc.},
+ author = {Shapira, Gwen and Palino, Todd and Sivaram, Rajini and
+ Narkhede, Neha and {Safari, an O'Reilly Media Company.}},
+ year = {2021},
+ note = {OCLC: 1355686050},
+}
+
+@inproceedings{DBLP:conf/sc/BrewerMKWBHSGGW24,
+ author = {Wesley Brewer and Matthias Maiterth and Vineet Kumar and Rafal
+ P. Wojda and Sedrick Bouknight and Jesse Hines and Woong Shin
+ and Scott Greenwood and David Grant and Wesley Williams and
+ Feiyi Wang},
+ title = {A Digital Twin Framework for Liquid-cooled Supercomputers as
+ Demonstrated at Exascale},
+ booktitle = {Proceedings of the International Conference for High
+ Performance Computing, Networking, Storage, and Analysis, {
+ SC} 2024, Atlanta, GA, USA, November 17-22, 2024},
+ pages = {23},
+ publisher = {{IEEE}},
+ year = {2024},
+ url = {https://dl.acm.org/doi/10.1109/SC41406.2024.00029},
+ doi = {10.1109/SC41406.2024.00029},
+ timestamp = {Thu, 19 Dec 2024 09:58:08 +0100},
+ biburl = {https://dblp.org/rec/conf/sc/BrewerMKWBHSGGW24.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
+}
+
+@misc{Wikipedia:PredictiveModelling,
+ author = "{Wikipedia contributors}",
+ title = "Predictive modelling --- {Wikipedia}{,} The Free Encyclopedia",
+ year = "2026",
+ url = "https://en.wikipedia.org/w/index.php?title=Predictive_modelling\&
+ oldid=1334478640",
+ note = "[Online; accessed 27-February-2026]",
+}
+
+@misc{DBLP:report/Flexera2026,
+ title = "State of the Cloud, Insights from cloud leaders",
+ url = "https://info.flexera.com/CM-REPORT-State-of-the-Cloud",
+ journal = {2026 State of the Cloud | Insights from cloud leaders \&
+ practitioners},
+ publisher = {Flexera, formerly Acresso Software (2008-2009)},
+ year = {2026},
+ month = {Mar},
+}
+
+@inproceedings{DBLP:conf/acsos/TalluriOVTI21,
+ author = {Sacheendra Talluri and Leon Overweel and Laurens Versluis and
+ Animesh Trivedi and Alexandru Iosup},
+ editor = {Esam El{-}Araby and Vana Kalogeraki and Danilo Pianini and Fr{
+ \'{e}}d{\'{e}}ric Lassabe and Barry Porter and Sona Ghahremani
+ and Ingrid Nunes and Mohamed Bakhouya and Sven Tomforde},
+ title = {Empirical Characterization of User Reports about Cloud Failures
+ },
+ booktitle = {{IEEE} International Conference on Autonomic Computing and
+ Self-Organizing Systems, {ACSOS} 2021, Washington, DC, USA,
+ September 27 - Oct. 1, 2021},
+ pages = {158--163},
+ publisher = {{IEEE}},
+ year = {2021},
+ url = {https://doi.org/10.1109/ACSOS52086.2021.00039},
+ doi = {10.1109/ACSOS52086.2021.00039},
+ timestamp = {Sun, 04 Aug 2024 19:43:01 +0200},
+ biburl = {https://dblp.org/rec/conf/acsos/TalluriOVTI21.bib},
+ bibsource = {dblp computer science bibliography, https://dblp.org},
+}
+
+@misc{DBLP:report/AnnualOutageAnalysis2025,
+ title = {Executive summary: Annual outage analysis 2025},
+ url = {
+ https://uptimeinstitute.com/resources/research-and-reports/annual-outage-analysis-2025
+ },
+ journal = {Uptime Institute},
+ publisher = {https://uptimeinstitute.com/},
+ author = {Donnellan, Douglas and Lawrence, Andy and Weinshenk, Rose},
+ year = {2025},
+ month = {May},
+}
+
+@article{DBLP:conf/cirp/TAO2018169,
+ title = {Digital twin driven prognostics and health management for
+ complex equipment},
+ journal = {CIRP Annals},
+ volume = {67},
+ number = {1},
+ pages = {169-172},
+ year = {2018},
+ issn = {0007-8506},
+ doi = {https://doi.org/10.1016/j.cirp.2018.04.055},
+ url = {
+ https://www.sciencedirect.com/science/article/pii/S0007850618300799
+ },
+ author = {Fei Tao and Meng Zhang and Yushan Liu and A.Y.C. Nee},
+ keywords = {Maintenance, Condition monitoring, Digital twin},
+}
+
+@inproceedings{DBLP:conf/AIAA/Teugel2012,
+ author = {Tuegel, Eric},
+ year = {2012},
+ month = {04},
+ pages = {},
+ title = {The Airframe Digital Twin: Some Challenges to Realization},
+ isbn = {978-1-60086-937-2},
+ journal = {Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC
+ Structures, Structural Dynamics and Materials Conference},
+ doi = {10.2514/6.2012-1812},
}