BibTeX records: Robert Birke

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@article{DBLP:journals/fdata/ZhaoKBSC24,
  author       = {Zilong Zhao and
                  Aditya Kunar and
                  Robert Birke and
                  Hiek Van der Scheer and
                  Lydia Y. Chen},
  title        = {{CTAB-GAN+:} enhancing tabular data synthesis},
  journal      = {Frontiers Big Data},
  volume       = {6},
  year         = {2024},
  url          = {https://doi.org/10.3389/fdata.2023.1296508},
  doi          = {10.3389/FDATA.2023.1296508},
  timestamp    = {Tue, 02 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fdata/ZhaoKBSC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/ZincirHeywoodBBIKLPSS24,
  author       = {Nur Zincir{-}Heywood and
                  Robert Birke and
                  Elias Bou{-}Harb and
                  Takeru Inoue and
                  Neeraj Kumar and
                  Hanan Lutfiyya and
                  Deepak Puthal and
                  Abdallah Shami and
                  Natalia Stakhanova},
  title        = {Guest Editorial: Special section on Networks, Systems, and Services
                  Operations and Management Through Intelligence},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {21},
  number       = {3},
  pages        = {2608--2612},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNSM.2024.3416861},
  doi          = {10.1109/TNSM.2024.3416861},
  timestamp    = {Fri, 26 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnsm/ZincirHeywoodBBIKLPSS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HongBCC24,
  author       = {Chi Hong and
                  Robert Birke and
                  Pin{-}Yu Chen and
                  Lydia Y. Chen},
  editor       = {De{-}Nian Yang and
                  Xing Xie and
                  Vincent S. Tseng and
                  Jian Pei and
                  Jen{-}Wei Huang and
                  Jerry Chun{-}Wei Lin},
  title        = {On Dark Knowledge for Distilling Generators},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
                  Taiwan, May 7-10, 2024, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14646},
  pages        = {235--247},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-2253-2\_19},
  doi          = {10.1007/978-981-97-2253-2\_19},
  timestamp    = {Fri, 03 May 2024 21:22:12 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HongBCC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/BetianuMABC24,
  author       = {Miruna Betianu and
                  Abele Malan and
                  Marco Aldinucci and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {De{-}Nian Yang and
                  Xing Xie and
                  Vincent S. Tseng and
                  Jian Pei and
                  Jen{-}Wei Huang and
                  Jerry Chun{-}Wei Lin},
  title        = {DALLMi: Domain Adaption for LLM-Based Multi-label Classifier},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
                  Taiwan, May 7-10, 2024, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14647},
  pages        = {277--289},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-2259-4\_21},
  doi          = {10.1007/978-981-97-2259-4\_21},
  timestamp    = {Fri, 17 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/BetianuMABC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/CasellaCMBRSCA24,
  author       = {Bruno Casella and
                  Iacopo Colonnelli and
                  Gianluca Mittone and
                  Robert Birke and
                  Walter Riviera and
                  Antonio Sciarappa and
                  Carlo Cavazzoni and
                  Marco Aldinucci},
  title        = {A Performance Analysis for Confidential Federated Learning},
  booktitle    = {{IEEE} Security and Privacy, {SP} 2024 - Workshops, San Francisco,
                  CA, USA, May 23, 2024},
  pages        = {40--47},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/SPW63631.2024.00009},
  doi          = {10.1109/SPW63631.2024.00009},
  timestamp    = {Thu, 18 Jul 2024 17:00:03 +0200},
  biburl       = {https://dblp.org/rec/conf/sp/CasellaCMBRSCA24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01883,
  author       = {Miruna Betianu and
                  Abele Malan and
                  Marco Aldinucci and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {DALLMi: Domain Adaption for LLM-based Multi-label Classifier},
  journal      = {CoRR},
  volume       = {abs/2405.01883},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.01883},
  doi          = {10.48550/ARXIV.2405.01883},
  eprinttype    = {arXiv},
  eprint       = {2405.01883},
  timestamp    = {Sun, 09 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-01883.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14961,
  author       = {Chi Hong and
                  Jiyue Huang and
                  Robert Birke and
                  Dick H. J. Epema and
                  Stefanie Roos and
                  Lydia Y. Chen},
  title        = {{SFDDM:} Single-fold Distillation for Diffusion models},
  journal      = {CoRR},
  volume       = {abs/2405.14961},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.14961},
  doi          = {10.48550/ARXIV.2405.14961},
  eprinttype    = {arXiv},
  eprint       = {2405.14961},
  timestamp    = {Wed, 19 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-14961.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/ZincirHeywoodBBCEIKLPSSZ23,
  author       = {Nur Zincir{-}Heywood and
                  Robert Birke and
                  Elias Bou{-}Harb and
                  Giuliano Casale and
                  Khalil El{-}Khatib and
                  Takeru Inoue and
                  Neeraj Kumar and
                  Hanan Lutfiyya and
                  Deepak Puthal and
                  Abdallah Shami and
                  Natalia Stakhanova and
                  Farhana H. Zulkernine},
  title        = {Guest Editorial: Special Section on Machine Learning and Artificial
                  Intelligence for Managing Networks, Systems, and Services - Part {II}},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {20},
  number       = {2},
  pages        = {882--889},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNSM.2023.3280230},
  doi          = {10.1109/TNSM.2023.3280230},
  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnsm/ZincirHeywoodBBCEIKLPSSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/ZhaoBC23,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {{GDTS:} GAN-Based Distributed Tabular Synthesizer},
  booktitle    = {16th {IEEE} International Conference on Cloud Computing, {CLOUD} 2023,
                  Chicago, IL, USA, July 2-8, 2023},
  pages        = {570--576},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CLOUD60044.2023.00078},
  doi          = {10.1109/CLOUD60044.2023.00078},
  timestamp    = {Fri, 29 Sep 2023 13:28:51 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEcloud/ZhaoBC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cf/MittoneTBCMBEPB23,
  author       = {Gianluca Mittone and
                  Nicol{\`{o}} Tonci and
                  Robert Birke and
                  Iacopo Colonnelli and
                  Doriana Medic and
                  Andrea Bartolini and
                  Roberto Esposito and
                  Emanuele Parisi and
                  Francesco Beneventi and
                  Mirko Polato and
                  Massimo Torquati and
                  Luca Benini and
                  Marco Aldinucci},
  editor       = {Andrea Bartolini and
                  Kristian F. D. Rietveld and
                  Catherine D. Schuman and
                  Jose Moreira},
  title        = {Experimenting with Emerging {RISC-V} Systems for Decentralised Machine
                  Learning},
  booktitle    = {Proceedings of the 20th {ACM} International Conference on Computing
                  Frontiers, {CF} 2023, Bologna, Italy, May 9-11, 2023},
  pages        = {73--83},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3587135.3592211},
  doi          = {10.1145/3587135.3592211},
  timestamp    = {Sat, 30 Sep 2023 09:36:30 +0200},
  biburl       = {https://dblp.org/rec/conf/cf/MittoneTBCMBEPB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001BC23,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Ingo Frommholz and
                  Frank Hopfgartner and
                  Mark Lee and
                  Michael Oakes and
                  Mounia Lalmas and
                  Min Zhang and
                  Rodrygo L. T. Santos},
  title        = {{FCT-GAN:} Enhancing Global Correlation of Table Synthesis via Fourier
                  Transform},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
                  October 21-25, 2023},
  pages        = {4450--4454},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3583780.3615202},
  doi          = {10.1145/3583780.3615202},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/0001BC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/AldinucciBBCCDDFFKMMPPT23,
  author       = {Marco Aldinucci and
                  Robert Birke and
                  Antonio Brogi and
                  Emanuele Carlini and
                  Massimo Coppola and
                  Marco Danelutto and
                  Patrizio Dazzi and
                  Luca Ferrucci and
                  Stefano Forti and
                  Hanna Kavalionak and
                  Gabriele Mencagli and
                  Matteo Mordacchini and
                  Marcelo Pasin and
                  Federica Paganelli and
                  Massimo Torquati},
  editor       = {Hossain Shahriar and
                  Yuuichi Teranishi and
                  Alfredo Cuzzocrea and
                  Moushumi Sharmin and
                  Dave Towey and
                  A. K. M. Jahangir Alam Majumder and
                  Hiroki Kashiwazaki and
                  Ji{-}Jiang Yang and
                  Michiharu Takemoto and
                  Nazmus Sakib and
                  Ryohei Banno and
                  Sheikh Iqbal Ahamed},
  title        = {A Proposal for a Continuum-aware Programming Model: From Workflows
                  to Services Autonomously Interacting in the Compute Continuum},
  booktitle    = {47th {IEEE} Annual Computers, Software, and Applications Conference,
                  {COMPSAC} 2023, Torino, Italy, June 26-30, 2023},
  pages        = {1852--1857},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/COMPSAC57700.2023.00287},
  doi          = {10.1109/COMPSAC57700.2023.00287},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/compsac/AldinucciBBCCDDFFKMMPPT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/MittoneBA23,
  author       = {Gianluca Mittone and
                  Robert Birke and
                  Marco Aldinucci},
  editor       = {Demetris Zeinalipour and
                  Dora Blanco Heras and
                  George Pallis and
                  Herodotos Herodotou and
                  Demetris Trihinas and
                  Daniel Balouek and
                  Patrick Diehl and
                  Terry Cojean and
                  Karl F{\"{u}}rlinger and
                  Maja Hanne Kirkeby and
                  Matteo Nardelli and
                  Pierangelo di Sanzo},
  title        = {Efficiently Distributed Federated Learning},
  booktitle    = {Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International
                  Workshops, Limassol, Cyprus, August 28 - September 1, 2023, Revised
                  Selected Papers, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14352},
  pages        = {321--326},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-48803-0\_40},
  doi          = {10.1007/978-3-031-48803-0\_40},
  timestamp    = {Sat, 04 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/MittoneBA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/MittoneRCBA23,
  author       = {Gianluca Mittone and
                  Walter Riviera and
                  Iacopo Colonnelli and
                  Robert Birke and
                  Marco Aldinucci},
  editor       = {Jos{\'{e}} Cano and
                  Marios D. Dikaiakos and
                  George A. Papadopoulos and
                  Miquel Peric{\`{a}}s and
                  Rizos Sakellariou},
  title        = {Model-Agnostic Federated Learning},
  booktitle    = {Euro-Par 2023: Parallel Processing - 29th International Conference
                  on Parallel and Distributed Computing, Limassol, Cyprus, August 28
                  - September 1, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14100},
  pages        = {383--396},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-39698-4\_26},
  doi          = {10.1007/978-3-031-39698-4\_26},
  timestamp    = {Tue, 12 Sep 2023 07:57:22 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/MittoneRCBA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HongHBC23,
  author       = {Chi Hong and
                  Jiyue Huang and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Danai Koutra and
                  Claudia Plant and
                  Manuel Gomez Rodriguez and
                  Elena Baralis and
                  Francesco Bonchi},
  title        = {Exploring and Exploiting Data-Free Model Stealing},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases: Research Track
                  - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
                  18-22, 2023, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14173},
  pages        = {20--35},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-43424-2\_2},
  doi          = {10.1007/978-3-031-43424-2\_2},
  timestamp    = {Wed, 20 Sep 2023 23:28:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/HongHBC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/samos/FornaciariRTBMOCRBCMAMIPZCT23,
  author       = {William Fornaciari and
                  Federico Reghenzani and
                  Federico Terraneo and
                  Davide Baroffio and
                  Cecilia Metra and
                  Martin Oma{\~{n}}a and
                  Josie E. Rodriguez Condia and
                  Matteo Sonza Reorda and
                  Robert Birke and
                  Iacopo Colonnelli and
                  Gianluca Mittone and
                  Marco Aldinucci and
                  Gabriele Mencagli and
                  Francesco Iannone and
                  Filippo Palombi and
                  Giuseppe Zummo and
                  Daniele Cesarini and
                  Federico Tesser},
  editor       = {Cristina Silvano and
                  Christian Pilato and
                  Marc Reichenbach},
  title        = {RISC-V-Based Platforms for {HPC:} Analyzing Non-functional Properties
                  for Future {HPC} and Big-Data Clusters},
  booktitle    = {Embedded Computer Systems: Architectures, Modeling, and Simulation
                  - 23rd International Conference, {SAMOS} 2023, Samos, Greece, July
                  2-6, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14385},
  pages        = {395--410},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-46077-7\_26},
  doi          = {10.1007/978-3-031-46077-7\_26},
  timestamp    = {Sun, 17 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/samos/FornaciariRTBMOCRBCMAMIPZCT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GhiassiBC23,
  author       = {Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Shashi Shekhar and
                  Zhi{-}Hua Zhou and
                  Yao{-}Yi Chiang and
                  Gregor Stiglic},
  title        = {Robust Learning via Golden Symmetric Loss of (un)Trusted Labels},
  booktitle    = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
                  {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
                  2023},
  pages        = {568--576},
  publisher    = {{SIAM}},
  year         = {2023},
  url          = {https://doi.org/10.1137/1.9781611977653.ch64},
  doi          = {10.1137/1.9781611977653.CH64},
  timestamp    = {Tue, 17 Oct 2023 16:39:08 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/GhiassiBC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/MittoneMAB23,
  author       = {Gianluca Mittone and
                  Giulio Malenza and
                  Marco Aldinucci and
                  Robert Birke},
  title        = {Distributed Edge Inference: an Experimental Study on Multiview Detection},
  booktitle    = {Proceedings of the {IEEE/ACM} 16th International Conference on Utility
                  and Cloud Computing, {UCC} 2023, Taormina (Messina), Italy, December
                  4-7, 2023},
  pages        = {30},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3603166.3632561},
  doi          = {10.1145/3603166.3632561},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ucc/MittoneMAB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07946,
  author       = {Gianluca Mittone and
                  Nicol{\`{o}} Tonci and
                  Robert Birke and
                  Iacopo Colonnelli and
                  Doriana Medic and
                  Andrea Bartolini and
                  Roberto Esposito and
                  Emanuele Parisi and
                  Francesco Beneventi and
                  Mirko Polato and
                  Massimo Torquati and
                  Luca Benini and
                  Marco Aldinucci},
  title        = {Experimenting with Emerging {ARM} and {RISC-V} Systems for Decentralised
                  Machine Learning},
  journal      = {CoRR},
  volume       = {abs/2302.07946},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.07946},
  doi          = {10.48550/ARXIV.2302.07946},
  eprinttype    = {arXiv},
  eprint       = {2302.07946},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-07946.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04906,
  author       = {Gianluca Mittone and
                  Walter Riviera and
                  Iacopo Colonnelli and
                  Robert Birke and
                  Marco Aldinucci},
  title        = {Model-Agnostic Federated Learning},
  journal      = {CoRR},
  volume       = {abs/2303.04906},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.04906},
  doi          = {10.48550/ARXIV.2303.04906},
  eprinttype    = {arXiv},
  eprint       = {2303.04906},
  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-04906.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15552,
  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 Fabio Schifano and
                  Maurizio Palesi and
                  Giuseppe Ascia and
                  Davide Patti and
                  Stefania Perri and
                  Nicola Petra and
                  Davide De Caro and
                  Luciano Lavagno and
                  Teodoro Urso and
                  Valeria Cardellini and
                  Gian Carlo Cardarilli and
                  Robert Birke},
  title        = {A Survey on Deep Learning Hardware Accelerators for Heterogeneous
                  {HPC} Platforms},
  journal      = {CoRR},
  volume       = {abs/2306.15552},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.15552},
  doi          = {10.48550/ARXIV.2306.15552},
  eprinttype    = {arXiv},
  eprint       = {2306.15552},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-15552.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06046,
  author       = {Jeroen M. Galjaard and
                  Robert Birke and
                  Juan F. P{\'{e}}rez and
                  Lydia Y. Chen},
  title        = {BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label
                  Noise},
  journal      = {CoRR},
  volume       = {abs/2309.06046},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.06046},
  doi          = {10.48550/ARXIV.2309.06046},
  eprinttype    = {arXiv},
  eprint       = {2309.06046},
  timestamp    = {Fri, 15 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-06046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12746,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {TabuLa: Harnessing Language Models for Tabular Data Synthesis},
  journal      = {CoRR},
  volume       = {abs/2310.12746},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.12746},
  doi          = {10.48550/ARXIV.2310.12746},
  eprinttype    = {arXiv},
  eprint       = {2310.12746},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-12746.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/CoxBC22,
  author       = {Bart Cox and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {Memory-aware and context-aware multi-DNN inference on the edge},
  journal      = {Pervasive Mob. Comput.},
  volume       = {83},
  pages        = {101594},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.pmcj.2022.101594},
  doi          = {10.1016/J.PMCJ.2022.101594},
  timestamp    = {Wed, 27 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/percom/CoxBC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/ZincirHeywoodBBCEIKLPSSZ22,
  author       = {Nur Zincir{-}Heywood and
                  Robert Birke and
                  Elias Bou{-}Harb and
                  Giuliano Casale and
                  Khalil El{-}Khatib and
                  Takeru Inoue and
                  Neeraj Kumar and
                  Hanan Lutfiyya and
                  Deepak Puthal and
                  Abdallah Shami and
                  Natalia Stakhanova and
                  Farhana H. Zulkernine},
  title        = {Guest Editorial: Special Issue on Machine Learning and Artificial
                  Intelligence for Managing Networks, Systems, and Services - Part {I}},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {19},
  number       = {4},
  pages        = {3988--3994},
  year         = {2022},
  url          = {https://doi.org/10.1109/TNSM.2022.3227775},
  doi          = {10.1109/TNSM.2022.3227775},
  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnsm/ZincirHeywoodBBCEIKLPSSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GhiassiPBC22,
  author       = {Amirmasoud Ghiassi and
                  Cosmin Octavian Pene and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Vineeth N. Balasubramanian and
                  Ivor W. Tsang},
  title        = {Trusted Loss Correction for Noisy Multi-Label Learning},
  booktitle    = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
                  2022, Hyderabad, India},
  series       = {Proceedings of Machine Learning Research},
  volume       = {189},
  pages        = {343--358},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v189/ghiassi23a.html},
  timestamp    = {Tue, 07 May 2024 20:11:56 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/GhiassiPBC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GhiassiBC22,
  author       = {Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Vineeth N. Balasubramanian and
                  Ivor W. Tsang},
  title        = {Multi Label Loss Correction against Missing and Corrupted Labels},
  booktitle    = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
                  2022, Hyderabad, India},
  series       = {Proceedings of Machine Learning Research},
  volume       = {189},
  pages        = {359--374},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v189/ghiassi23b.html},
  timestamp    = {Tue, 20 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/GhiassiBC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhuZBC22,
  author       = {Yujin Zhu and
                  Zilong Zhao and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Lei Chen and
                  Dirk Van den Poel and
                  Xiaohua Hu and
                  Yoichi Motomura and
                  Takuya Takagi and
                  Lingfei Wu and
                  Ying Xie and
                  Akihiro Abe and
                  Vijay Raghavan},
  title        = {Permutation-Invariant Tabular Data Synthesis},
  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
                  Japan, December 17-20, 2022},
  pages        = {5855--5864},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/BigData55660.2022.10020639},
  doi          = {10.1109/BIGDATA55660.2022.10020639},
  timestamp    = {Tue, 11 Jun 2024 10:44:02 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/ZhuZBC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/GhiassiBC22,
  author       = {Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Ana Paula Rocha and
                  Luc Steels and
                  H. Jaap van den Herik},
  title        = {{LABNET:} {A} Collaborative Method for {DNN} Training and Label Aggregation},
  booktitle    = {Proceedings of the 14th International Conference on Agents and Artificial
                  Intelligence, {ICAART} 2022, Volume 2, Online Streaming, February
                  3-5, 2022},
  pages        = {56--66},
  publisher    = {{SCITEPRESS}},
  year         = {2022},
  url          = {https://doi.org/10.5220/0010770400003116},
  doi          = {10.5220/0010770400003116},
  timestamp    = {Tue, 06 Jun 2023 14:58:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/GhiassiBC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/StewartMCB22,
  author       = {Christopher Stewart and
                  Nathaniel Morris and
                  Lydia Y. Chen and
                  Robert Birke},
  title        = {Performance Modeling for Short-Term Cache Allocation},
  booktitle    = {Proceedings of the 51st International Conference on Parallel Processing,
                  {ICPP} 2022, Bordeaux, France, 29 August 2022 - 1 September 2022},
  pages        = {31:1--31:11},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3545008.3545094},
  doi          = {10.1145/3545008.3545094},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpp/StewartMCB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00401,
  author       = {Zilong Zhao and
                  Aditya Kunar and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {{CTAB-GAN+:} Enhancing Tabular Data Synthesis},
  journal      = {CoRR},
  volume       = {abs/2204.00401},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.00401},
  doi          = {10.48550/ARXIV.2204.00401},
  eprinttype    = {arXiv},
  eprint       = {2204.00401},
  timestamp    = {Wed, 06 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-00401.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06239,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {{FCT-GAN:} Enhancing Table Synthesis via Fourier Transform},
  journal      = {CoRR},
  volume       = {abs/2210.06239},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.06239},
  doi          = {10.48550/ARXIV.2210.06239},
  eprinttype    = {arXiv},
  eprint       = {2210.06239},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-06239.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09286,
  author       = {Yujin Zhu and
                  Zilong Zhao and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {Permutation-Invariant Tabular Data Synthesis},
  journal      = {CoRR},
  volume       = {abs/2211.09286},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.09286},
  doi          = {10.48550/ARXIV.2211.09286},
  eprinttype    = {arXiv},
  eprint       = {2211.09286},
  timestamp    = {Wed, 23 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-09286.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/ZhaoBHRBMC21,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Rui Han and
                  Bogdan Robu and
                  Sara Bouchenak and
                  Sonia Ben Mokhtar and
                  Lydia Y. Chen},
  title        = {Enhancing Robustness of On-Line Learning Models on Highly Noisy Data},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {18},
  number       = {5},
  pages        = {2177--2192},
  year         = {2021},
  url          = {https://doi.org/10.1109/TDSC.2021.3063947},
  doi          = {10.1109/TDSC.2021.3063947},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdsc/ZhaoBHRBMC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/LutfiyyaBCDHIKP21,
  author       = {Hanan Lutfiyya and
                  Robert Birke and
                  Giuliano Casale and
                  Amogh Dhamdhere and
                  Jinho Hwang and
                  Takeru Inoue and
                  Neeraj Kumar and
                  Deepak Puthal and
                  Nur Zincir{-}Heywood},
  title        = {Guest Editorial: Special Section on Embracing Artificial Intelligence
                  for Network and Service Management},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {18},
  number       = {4},
  pages        = {3936--3941},
  year         = {2021},
  url          = {https://doi.org/10.1109/TNSM.2021.3127543},
  doi          = {10.1109/TNSM.2021.3127543},
  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnsm/LutfiyyaBCDHIKP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/BirkePQBC21,
  author       = {Robert Birke and
                  Juan F. P{\'{e}}rez and
                  Zhan Qiu and
                  Mathias Bj{\"{o}}rkqvist and
                  Lydia Y. Chen},
  title        = {sPARE: Partial Replication for Multi-Tier Applications in the Cloud},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {14},
  number       = {2},
  pages        = {574--588},
  year         = {2021},
  url          = {https://doi.org/10.1109/TSC.2017.2780845},
  doi          = {10.1109/TSC.2017.2780845},
  timestamp    = {Fri, 07 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsc/BirkePQBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0001KBC21,
  author       = {Zilong Zhao and
                  Aditya Kunar and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Vineeth N. Balasubramanian and
                  Ivor W. Tsang},
  title        = {{CTAB-GAN:} Effective Table Data Synthesizing},
  booktitle    = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
                  2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {157},
  pages        = {97--112},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v157/zhao21a.html},
  timestamp    = {Tue, 07 May 2024 20:11:56 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/0001KBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Younesian0GBC21,
  author       = {Taraneh Younesian and
                  Zilong Zhao and
                  Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Vineeth N. Balasubramanian and
                  Ivor W. Tsang},
  title        = {QActor: Active Learning on Noisy Labels},
  booktitle    = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
                  2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {157},
  pages        = {548--563},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v157/younesian21a.html},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acml/Younesian0GBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/GhiassiBC21,
  author       = {Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise},
  booktitle    = {{BDCAT} '21: 2021 {IEEE/ACM} 8th International Conference on Big Data
                  Computing, Applications and Technologies, Leicester, United Kingdom,
                  December 6 - 9, 2021},
  pages        = {52--62},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3492324.3494166},
  doi          = {10.1145/3492324.3494166},
  timestamp    = {Mon, 17 Jan 2022 10:17:59 +0100},
  biburl       = {https://dblp.org/rec/conf/bdc/GhiassiBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etfa/AlbaneseBGSS21,
  author       = {Giuliano Albanese and
                  Robert Birke and
                  Georgia Giannopoulou and
                  Sandro Sch{\"{o}}nborn and
                  Thanikesavan Sivanthi},
  title        = {Evaluation of Networking Options for Containerized Deployment of Real-Time
                  Applications},
  booktitle    = {26th {IEEE} International Conference on Emerging Technologies and
                  Factory Automation, {ETFA} 2021, Vasteras, Sweden, September 7-10,
                  2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ETFA45728.2021.9613320},
  doi          = {10.1109/ETFA45728.2021.9613320},
  timestamp    = {Tue, 07 Dec 2021 09:17:59 +0100},
  biburl       = {https://dblp.org/rec/conf/etfa/AlbaneseBGSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GhiassiBHC21,
  author       = {Amirmasoud Ghiassi and
                  Robert Birke and
                  Rui Han and
                  Lydia Y. Chen},
  title        = {{LABELNET:} Recovering Noisy Labels},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
                  China, July 18-22, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IJCNN52387.2021.9533562},
  doi          = {10.1109/IJCNN52387.2021.9533562},
  timestamp    = {Wed, 29 Sep 2021 17:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/GhiassiBHC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/CoxGGBC21a,
  author       = {Bart Cox and
                  Jeroen Galjaard and
                  Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {Masa: Responsive Multi-DNN Inference on the Edge},
  booktitle    = {19th {IEEE} International Conference on Pervasive Computing and Communications,
                  PerCom 2021, Kassel, Germany, March 22-26, 2021},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/PERCOM50583.2021.9439111},
  doi          = {10.1109/PERCOM50583.2021.9439111},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/percom/CoxGGBC21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/GaljaardCGCB21,
  author       = {Jeroen Galjaard and
                  Bart Cox and
                  Amirmasoud Ghiassi and
                  Lydia Y. Chen and
                  Robert Birke},
  title        = {MemA: Fast Inference of Multiple Deep Models},
  booktitle    = {19th {IEEE} International Conference on Pervasive Computing and Communications
                  Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel,
                  Germany, March 22-26, 2021},
  pages        = {281--286},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/PerComWorkshops51409.2021.9430952},
  doi          = {10.1109/PERCOMWORKSHOPS51409.2021.9430952},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/percom/GaljaardCGCB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/CoxGGBC21,
  author       = {Bart Cox and
                  Jeroen Galjaard and
                  Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {Artifact: Masa: Responsive Multi-DNN Inference on the Edge},
  booktitle    = {19th {IEEE} International Conference on Pervasive Computing and Communications
                  Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel,
                  Germany, March 22-26, 2021},
  pages        = {446--447},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/PerComWorkshops51409.2021.9431004},
  doi          = {10.1109/PERCOMWORKSHOPS51409.2021.9431004},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/percom/CoxGGBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HongGZBC21,
  author       = {Chi Hong and
                  Amirmasoud Ghiassi and
                  Yichi Zhou and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Jure Leskovec and
                  Marko Grobelnik and
                  Marc Najork and
                  Jie Tang and
                  Leila Zia},
  title        = {Online Label Aggregation: {A} Variational Bayesian Approach},
  booktitle    = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
                  April 19-23, 2021},
  pages        = {1904--1915},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3442381.3449933},
  doi          = {10.1145/3442381.3449933},
  timestamp    = {Mon, 07 Jun 2021 12:37:30 +0200},
  biburl       = {https://dblp.org/rec/conf/www/HongGZBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08369,
  author       = {Zilong Zhao and
                  Aditya Kunar and
                  Hiek Van der Scheer and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {{CTAB-GAN:} Effective Table Data Synthesizing},
  journal      = {CoRR},
  volume       = {abs/2102.08369},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.08369},
  eprinttype    = {arXiv},
  eprint       = {2102.08369},
  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-08369.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10824,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Rui Han and
                  Bogdan Robu and
                  Sara Bouchenak and
                  Sonia Ben Mokhtar and
                  Lydia Y. Chen},
  title        = {Enhancing Robustness of On-line Learning Models on Highly Noisy Data},
  journal      = {CoRR},
  volume       = {abs/2103.10824},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.10824},
  eprinttype    = {arXiv},
  eprint       = {2103.10824},
  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-10824.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02521,
  author       = {Aditya Kunar and
                  Robert Birke and
                  Zilong Zhao and
                  Lydia Y. Chen},
  title        = {{DTGAN:} Differential Private Training for Tabular GANs},
  journal      = {CoRR},
  volume       = {abs/2107.02521},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.02521},
  eprinttype    = {arXiv},
  eprint       = {2107.02521},
  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-02521.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02032,
  author       = {Cosmin Octavian Pene and
                  Amirmasoud Ghiassi and
                  Taraneh Younesian and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators},
  journal      = {CoRR},
  volume       = {abs/2108.02032},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.02032},
  eprinttype    = {arXiv},
  eprint       = {2108.02032},
  timestamp    = {Thu, 05 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-02032.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07927,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Aditya Kunar and
                  Lydia Y. Chen},
  title        = {Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data},
  journal      = {CoRR},
  volume       = {abs/2108.07927},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.07927},
  eprinttype    = {arXiv},
  eprint       = {2108.07927},
  timestamp    = {Mon, 23 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-07927.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/ValloneBC20,
  author       = {Joel Vallone and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {Making Neighbors Quiet: An Approach to Detect Virtual Resource Contention},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {13},
  number       = {5},
  pages        = {843--856},
  year         = {2020},
  url          = {https://doi.org/10.1109/TSC.2017.2720742},
  doi          = {10.1109/TSC.2017.2720742},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsc/ValloneBC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogmi/YounesianHGBC20,
  author       = {Taraneh Younesian and
                  Chi Hong and
                  Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {End-to-End Learning from Noisy Crowd to Supervised Machine Learning
                  Models},
  booktitle    = {2nd {IEEE} International Conference on Cognitive Machine Intelligence,
                  CogMI 2020, Atlanta, GA, USA, October 28-31, 2020},
  pages        = {17--26},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/CogMI50398.2020.00013},
  doi          = {10.1109/COGMI50398.2020.00013},
  timestamp    = {Mon, 25 Jan 2021 10:19:38 +0100},
  biburl       = {https://dblp.org/rec/conf/cogmi/YounesianHGBC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LinCBSTR20,
  author       = {Shuyu Lin and
                  Ronald Clark and
                  Robert Birke and
                  Sandro Sch{\"{o}}nborn and
                  Niki Trigoni and
                  Stephen J. Roberts},
  title        = {Anomaly Detection for Time Series Using {VAE-LSTM} Hybrid Model},
  booktitle    = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
  pages        = {4322--4326},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICASSP40776.2020.9053558},
  doi          = {10.1109/ICASSP40776.2020.9053558},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/LinCBSTR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/middleware/RochaMCFBS20,
  author       = {Isabelly Rocha and
                  Nathaniel Morris and
                  Lydia Y. Chen and
                  Pascal Felber and
                  Robert Birke and
                  Valerio Schiavoni},
  editor       = {Dilma Da Silva and
                  R{\"{u}}diger Kapitza},
  title        = {PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning
                  for Deep Learning Clusters},
  booktitle    = {Middleware '20: 21st International Middleware Conference, Delft, The
                  Netherlands, December 7-11, 2020},
  pages        = {89--104},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3423211.3425692},
  doi          = {10.1145/3423211.3425692},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/middleware/RochaMCFBS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10399,
  author       = {Taraneh Younesian and
                  Zilong Zhao and
                  Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {QActor: On-line Active Learning for Noisy Labeled Stream Data},
  journal      = {CoRR},
  volume       = {abs/2001.10399},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.10399},
  eprinttype    = {arXiv},
  eprint       = {2001.10399},
  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-10399.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05305,
  author       = {Amirmasoud Ghiassi and
                  Robert Birke and
                  Rui Han and
                  Lydia Y. Chen},
  title        = {ExpertNet: Adversarial Learning and Recovery Against Noisy Labels},
  journal      = {CoRR},
  volume       = {abs/2007.05305},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.05305},
  eprinttype    = {arXiv},
  eprint       = {2007.05305},
  timestamp    = {Mon, 20 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-05305.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06324,
  author       = {Amirmasoud Ghiassi and
                  Taraneh Younesian and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise},
  journal      = {CoRR},
  volume       = {abs/2007.06324},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.06324},
  eprinttype    = {arXiv},
  eprint       = {2007.06324},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-06324.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00501,
  author       = {Isabelly Rocha and
                  Nathaniel Morris and
                  Lydia Y. Chen and
                  Pascal Felber and
                  Robert Birke and
                  Valerio Schiavoni},
  title        = {PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning
                  for Deep Learning Clusters},
  journal      = {CoRR},
  volume       = {abs/2010.00501},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.00501},
  eprinttype    = {arXiv},
  eprint       = {2010.00501},
  timestamp    = {Mon, 12 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-00501.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06833,
  author       = {Taraneh Younesian and
                  Chi Hong and
                  Amirmasoud Ghiassi and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {End-to-End Learning from Noisy Crowd to Supervised Machine Learning
                  Models},
  journal      = {CoRR},
  volume       = {abs/2011.06833},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.06833},
  eprinttype    = {arXiv},
  eprint       = {2011.06833},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-06833.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinYBC19,
  author       = {Shuyu Lin and
                  Bo Yang and
                  Robert Birke and
                  Ronald Clark},
  title        = {Learning Semantically Meaningful Embeddings Using Linear Constraints},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
                  {CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {53--56},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Explainable\_AI/Lin\_Learning\_Semantically\_Meaningful\_Embeddings\_Using\_Linear\_Constraints\_CVPRW\_2019\_paper.html},
  timestamp    = {Mon, 30 Aug 2021 17:04:30 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/LinYBC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/ZhaoCBRBMC19,
  author       = {Zilong Zhao and
                  Sophie Cerf and
                  Robert Birke and
                  Bogdan Robu and
                  Sara Bouchenak and
                  Sonia Ben Mokhtar and
                  Lydia Y. Chen},
  title        = {Robust Anomaly Detection on Unreliable Data},
  booktitle    = {49th Annual {IEEE/IFIP} International Conference on Dependable Systems
                  and Networks, {DSN} 2019, Portland, OR, USA, June 24-27, 2019},
  pages        = {630--637},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/DSN.2019.00068},
  doi          = {10.1109/DSN.2019.00068},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsn/ZhaoCBRBMC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/BirkePMRC19,
  author       = {Robert Birke and
                  Juan F. P{\'{e}}rez and
                  Sonia Ben Mokhtar and
                  Navaneeth Rameshan and
                  Lydia Y. Chen},
  title        = {Chisel: Reshaping Queries to Trim Latency in Key-Value Stores},
  booktitle    = {2019 {IEEE} International Conference on Autonomic Computing, {ICAC}
                  2019, Ume{\aa}, Sweden, June 16-20, 2019},
  pages        = {42--51},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICAC.2019.00016},
  doi          = {10.1109/ICAC.2019.00016},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icac/BirkePMRC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LinCBTR19,
  author       = {Shuyu Lin and
                  Ronald Clark and
                  Robert Birke and
                  Niki Trigoni and
                  Stephen J. Roberts},
  title        = {WiSE-ALE: Wide Sample Estimator for Aggregate Latent Embedding},
  booktitle    = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
                  New Orleans, Louisiana, United States, May 6, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=HylINLUKuV},
  timestamp    = {Thu, 25 Jul 2019 16:26:32 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LinCBTR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/PienrojSB19,
  author       = {Panin Pienroj and
                  Sandro Sch{\"{o}}nborn and
                  Robert Birke},
  title        = {Exploring Deep Reinforcement Learning for Autonomous Powerline Tracking},
  booktitle    = {{IEEE} {INFOCOM} 2019 - {IEEE} Conference on Computer Communications
                  Workshops, {INFOCOM} Workshops 2019, Paris, France, April 29 - May
                  2, 2019},
  pages        = {496--501},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/INFCOMW.2019.8845212},
  doi          = {10.1109/INFCOMW.2019.8845212},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/PienrojSB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/middleware/BirkeRPSFC19,
  author       = {Robert Birke and
                  Isabelly Rocha and
                  Juan F. P{\'{e}}rez and
                  Valerio Schiavoni and
                  Pascal Felber and
                  Lydia Y. Chen},
  title        = {Differential Approximation and Sprinting for Multi-Priority Big Data
                  Engines},
  booktitle    = {Proceedings of the 20th International Middleware Conference, Middleware
                  2019, Davis, CA, USA, December 9-13, 2019},
  pages        = {202--214},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3361525.3361547},
  doi          = {10.1145/3361525.3361547},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/middleware/BirkeRPSFC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tpsisa/GhiassiYZBSC19,
  author       = {Amirmasoud Ghiassi and
                  Taraneh Younesian and
                  Zilong Zhao and
                  Robert Birke and
                  Valerio Schiavoni and
                  Lydia Y. Chen},
  title        = {Robust (Deep) Learning Framework Against Dirty Labels and Beyond},
  booktitle    = {First {IEEE} International Conference on Trust, Privacy and Security
                  in Intelligent Systems and Applications, {TPS-ISA} 2019, Los Angeles,
                  CA, USA, December 12-14, 2019},
  pages        = {236--244},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/TPS-ISA48467.2019.00038},
  doi          = {10.1109/TPS-ISA48467.2019.00038},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/tpsisa/GhiassiYZBSC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06160,
  author       = {Shuyu Lin and
                  Ronald Clark and
                  Robert Birke and
                  Niki Trigoni and
                  Stephen J. Roberts},
  title        = {WiSE-VAE: Wide Sample Estimator {VAE}},
  journal      = {CoRR},
  volume       = {abs/1902.06160},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.06160},
  eprinttype    = {arXiv},
  eprint       = {1902.06160},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-06160.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05531,
  author       = {Robert Birke and
                  Isabelly Rocha and
                  Juan F. P{\'{e}}rez and
                  Valerio Schiavoni and
                  Pascal Felber and
                  Lydia Y. Chen},
  title        = {Differential Approximation and Sprinting for Multi-Priority Big Data
                  Engines},
  journal      = {CoRR},
  volume       = {abs/1909.05531},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.05531},
  eprinttype    = {arXiv},
  eprint       = {1909.05531},
  timestamp    = {Wed, 18 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-05531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04383,
  author       = {Zilong Zhao and
                  Robert Birke and
                  Rui Han and
                  Bogdan Robu and
                  Sara Bouchenak and
                  Sonia Ben Mokhtar and
                  Lydia Y. Chen},
  title        = {{RAD:} On-line Anomaly Detection for Highly Unreliable Data},
  journal      = {CoRR},
  volume       = {abs/1911.04383},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.04383},
  eprinttype    = {arXiv},
  eprint       = {1911.04383},
  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-04383.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taas/WangUKGCB18,
  author       = {Cheng Wang and
                  Bhuvan Urgaonkar and
                  George Kesidis and
                  Aayush Gupta and
                  Lydia Y. Chen and
                  Robert Birke},
  title        = {Effective Capacity Modulation as an Explicit Control Knob for Public
                  Cloud Profitability},
  journal      = {{ACM} Trans. Auton. Adapt. Syst.},
  volume       = {13},
  number       = {1},
  pages        = {2:1--2:25},
  year         = {2018},
  url          = {https://doi.org/10.1145/3139291},
  doi          = {10.1145/3139291},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/taas/WangUKGCB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcc/BjorkqvistGBCB18,
  author       = {Mathias Bj{\"{o}}rkqvist and
                  Natarajan Gautam and
                  Robert Birke and
                  Lydia Y. Chen and
                  Walter Binder},
  title        = {Optimizing for Tail Sojourn Times of Cloud Clusters},
  journal      = {{IEEE} Trans. Cloud Comput.},
  volume       = {6},
  number       = {1},
  pages        = {156--167},
  year         = {2018},
  url          = {https://doi.org/10.1109/TCC.2015.2474367},
  doi          = {10.1109/TCC.2015.2474367},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcc/BjorkqvistGBCB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/XueBCS18,
  author       = {Ji Xue and
                  Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  title        = {Spatial-Temporal Prediction Models for Active Ticket Managing in Data
                  Centers},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {15},
  number       = {1},
  pages        = {39--52},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNSM.2018.2794409},
  doi          = {10.1109/TNSM.2018.2794409},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnsm/XueBCS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/MorrisSCBK18,
  author       = {Nathaniel Morris and
                  Christopher Stewart and
                  Lydia Y. Chen and
                  Robert Birke and
                  Jaimie Kelley},
  editor       = {Rui Oliveira and
                  Pascal Felber and
                  Y. Charlie Hu},
  title        = {Model-driven computational sprinting},
  booktitle    = {Proceedings of the Thirteenth EuroSys Conference, EuroSys 2018, Porto,
                  Portugal, April 23-26, 2018},
  pages        = {38:1--38:13},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3190508.3190543},
  doi          = {10.1145/3190508.3190543},
  timestamp    = {Thu, 23 Jun 2022 19:57:07 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/MorrisSCBK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewsn/SommerPMMKB18,
  author       = {Philipp Sommer and
                  Yvonne{-}Anne Pignolet and
                  Stevan Marinkovic and
                  Aurelien Monot and
                  Maelle Kabir{-}Querrec and
                  Robert Birke},
  editor       = {Domenico Giustiniano and
                  Dimitrios Koutsonikolas and
                  Albert Banchs and
                  Enzo Mingozzi and
                  Kaushik Roy Chowdhury},
  title        = {Competition: Energy-Efficient Many-to-Many Communication with Channel-Hopping},
  booktitle    = {Proceedings of the 2018 International Conference on Embedded Wireless
                  Systems and Networks, {EWSN} 2018. Madrid, Spain, February 14-16,
                  2018},
  pages        = {225--226},
  publisher    = {Junction Publishing, Canada/ {ACM}},
  year         = {2018},
  url          = {http://dl.acm.org/citation.cfm?id=3234900},
  timestamp    = {Wed, 17 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ewsn/SommerPMMKB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/LakewBPEC18,
  author       = {Ewnetu Bayuh Lakew and
                  Robert Birke and
                  Juan F. P{\'{e}}rez and
                  Erik Elmroth and
                  Lydia Y. Chen},
  title        = {SmallTail: Scaling Cores and Probabilistic Cloning Requests for Web
                  Systems},
  booktitle    = {2018 {IEEE} International Conference on Autonomic Computing, {ICAC}
                  2018, Trento, Italy, September 3-7, 2018},
  pages        = {31--40},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICAC.2018.00013},
  doi          = {10.1109/ICAC.2018.00013},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/LakewBPEC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csm/ChiaraviglioBLG17,
  author       = {Luca Chiaraviglio and
                  Nicola Blefari{-}Melazzi and
                  William Liu and
                  Jairo A. Guti{\'{e}}rrez and
                  Jaap van de Beek and
                  Robert Birke and
                  Lydia Y. Chen and
                  Filip Idzikowski and
                  Daniel C. Kilper and
                  Paolo Monti and
                  Antoine B. Bagula and
                  Jinsong Wu},
  title        = {Bringing 5G into Rural and Low-Income Areas: Is It Feasible?},
  journal      = {{IEEE} Commun. Stand. Mag.},
  volume       = {1},
  number       = {3},
  pages        = {50--57},
  year         = {2017},
  url          = {https://doi.org/10.1109/MCOMSTD.2017.1700023},
  doi          = {10.1109/MCOMSTD.2017.1700023},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csm/ChiaraviglioBLG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/QiuPBCH17,
  author       = {Zhan Qiu and
                  Juan F. P{\'{e}}rez and
                  Robert Birke and
                  Lydia Y. Chen and
                  Peter G. Harrison},
  title        = {Cutting Latency Tail: Analyzing and Validating Replication without
                  Canceling},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {28},
  number       = {11},
  pages        = {3128--3141},
  year         = {2017},
  url          = {https://doi.org/10.1109/TPDS.2017.2706268},
  doi          = {10.1109/TPDS.2017.2706268},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tpds/QiuPBCH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/MorrisSBCK17,
  author       = {Nathaniel Morris and
                  Christopher Stewart and
                  Robert Birke and
                  Lydia Y. Chen and
                  Jaimie Kelley},
  title        = {Early work on modeling computational sprinting},
  booktitle    = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa
                  Clara, CA, USA, September 24-27, 2017},
  pages        = {661},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3127479.3132691},
  doi          = {10.1145/3127479.3132691},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/MorrisSBCK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic2e/BirkeBKC17,
  author       = {Robert Birke and
                  Mathias Bj{\"{o}}rkqvist and
                  Evangelia Kalyvianaki and
                  Lydia Y. Chen},
  title        = {Meeting Latency Target in Transient Burst: {A} Case on Spark Streaming},
  booktitle    = {2017 {IEEE} International Conference on Cloud Engineering, {IC2E}
                  2017, Vancouver, BC, Canada, April 4-7, 2017},
  pages        = {149--158},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/IC2E.2017.17},
  doi          = {10.1109/IC2E.2017.17},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ic2e/BirkeBKC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/SunBBBC17,
  author       = {Haiyang Sun and
                  Robert Birke and
                  Walter Binder and
                  Mathias Bj{\"{o}}rkqvist and
                  Lydia Y. Chen},
  editor       = {Xiaorui Wang and
                  Christopher Stewart and
                  Hui Lei},
  title        = {AccStream: Accuracy-Aware Overload Management for Stream Processing
                  Systems},
  booktitle    = {2017 {IEEE} International Conference on Autonomic Computing, {ICAC}
                  2017, Columbus, OH, USA, July 17-21, 2017},
  pages        = {39--48},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICAC.2017.37},
  doi          = {10.1109/ICAC.2017.37},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/SunBBBC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/PerezBBC17,
  author       = {Juan F. P{\'{e}}rez and
                  Robert Birke and
                  Mathias Bj{\"{o}}rkqvist and
                  Lydia Y. Chen},
  editor       = {Kisung Lee and
                  Ling Liu},
  title        = {Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment},
  booktitle    = {37th {IEEE} International Conference on Distributed Computing Systems,
                  {ICDCS} 2017, Atlanta, GA, USA, June 5-8, 2017},
  pages        = {988--998},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICDCS.2017.231},
  doi          = {10.1109/ICDCS.2017.231},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdcs/PerezBBC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/BirkePQBC17,
  author       = {Robert Birke and
                  Juan F. P{\'{e}}rez and
                  Zhan Qiu and
                  Mathias Bj{\"{o}}rkqvist and
                  Lydia Y. Chen},
  title        = {Power of redundancy: Designing partial replication for multi-tier
                  applications},
  booktitle    = {2017 {IEEE} Conference on Computer Communications, {INFOCOM} 2017,
                  Atlanta, GA, USA, May 1-4, 2017},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/INFOCOM.2017.8056974},
  doi          = {10.1109/INFOCOM.2017.8056974},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/BirkePQBC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/PerezBC17,
  author       = {Juan F. P{\'{e}}rez and
                  Robert Birke and
                  Lydia Y. Chen},
  title        = {On the latency-accuracy tradeoff in approximate MapReduce jobs},
  booktitle    = {2017 {IEEE} Conference on Computer Communications, {INFOCOM} 2017,
                  Atlanta, GA, USA, May 1-4, 2017},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/INFOCOM.2017.8057038},
  doi          = {10.1109/INFOCOM.2017.8057038},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/infocom/PerezBC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/CerfPBMBBCMR17,
  author       = {Sophie Cerf and
                  Vincent Primault and
                  Antoine Boutet and
                  Sonia Ben Mokhtar and
                  Robert Birke and
                  Sara Bouchenak and
                  Lydia Y. Chen and
                  Nicolas Marchand and
                  Bogdan Robu},
  title        = {{PULP:} Achieving Privacy and Utility Trade-Off in User Mobility Data},
  booktitle    = {36th {IEEE} Symposium on Reliable Distributed Systems, {SRDS} 2017,
                  Hong Kong, Hong Kong, September 26-29, 2017},
  pages        = {164--173},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/SRDS.2017.25},
  doi          = {10.1109/SRDS.2017.25},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/srds/CerfPBMBBCMR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/ChenBS17,
  author       = {Lydia Y. Chen and
                  Robert Birke and
                  Evgenia Smirni},
  editor       = {Samuel Kounev and
                  Jeffrey O. Kephart and
                  Aleksandar Milenkoski and
                  Xiaoyun Zhu},
  title        = {State of Practice of Non-self-aware Virtual Machine Management in
                  Cloud Data Centers},
  booktitle    = {Self-Aware Computing Systems},
  pages        = {555--574},
  publisher    = {Springer International Publishing},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-47474-8\_19},
  doi          = {10.1007/978-3-319-47474-8\_19},
  timestamp    = {Wed, 14 Jun 2017 17:51:18 +0200},
  biburl       = {https://dblp.org/rec/books/sp/17/ChenBS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/BirkeCCEGGGRZ17,
  author       = {Robert Birke and
                  Javier C{\'{a}}mara and
                  Lydia Y. Chen and
                  Lukas Esterle and
                  Kurt Geihs and
                  Erol Gelenbe and
                  Holger Giese and
                  Anders Robertsson and
                  Xiaoyun Zhu},
  editor       = {Samuel Kounev and
                  Jeffrey O. Kephart and
                  Aleksandar Milenkoski and
                  Xiaoyun Zhu},
  title        = {Self-aware Computing Systems: Open Challenges and Future Research
                  Directions},
  booktitle    = {Self-Aware Computing Systems},
  pages        = {709--722},
  publisher    = {Springer International Publishing},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-47474-8\_26},
  doi          = {10.1007/978-3-319-47474-8\_26},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/17/BirkeCCEGGGRZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/BirkePCS16,
  author       = {Robert Birke and
                  Andrej Podzimek and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  title        = {Virtualization in the Private Cloud: State of the Practice},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {13},
  number       = {3},
  pages        = {608--621},
  year         = {2016},
  url          = {https://doi.org/10.1109/TNSM.2016.2601646},
  doi          = {10.1109/TNSM.2016.2601646},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnsm/BirkePCS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tompecs/NasirianiWKUCB16,
  author       = {Neda Nasiriani and
                  Cheng Wang and
                  George Kesidis and
                  Bhuvan Urgaonkar and
                  Lydia Y. Chen and
                  Robert Birke},
  title        = {On Fair Attribution of Costs Under Peak-Based Pricing to Cloud Tenants},
  journal      = {{ACM} Trans. Model. Perform. Evaluation Comput. Syst.},
  volume       = {2},
  number       = {1},
  pages        = {3:1--3:28},
  year         = {2016},
  url          = {https://doi.org/10.1145/2970815},
  doi          = {10.1145/2970815},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tompecs/NasirianiWKUCB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/closer/TorrensMZGSBCRL16,
  author       = {J. Ignacio Torrens and
                  Deepak Mehta and
                  Vojtech Zavrel and
                  Diarmuid Grimes and
                  Thomas Scherer and
                  Robert Birke and
                  Lydia Y. Chen and
                  Susan Rea and
                  Lara Lopez and
                  Enric Pages and
                  Dirk Pesch},
  editor       = {Jorge Cardoso and
                  Donald Ferguson and
                  V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz and
                  Markus Helfert},
  title        = {Integrated Energy Efficient Data Centre Management for Green Cloud
                  Computing - The {FP7} GENiC Project Experience},
  booktitle    = {{CLOSER} 2016 - Proceedings of the 6th International Conference on
                  Cloud Computing and Services Science, Volume 2, Rome, Italy, April
                  23-25, 2016},
  pages        = {375--386},
  publisher    = {SciTePress},
  year         = {2016},
  url          = {https://doi.org/10.5220/0005928003750386},
  doi          = {10.5220/0005928003750386},
  timestamp    = {Tue, 19 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/closer/TorrensMZGSBCRL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/RameshanBNVUKSC16,
  author       = {Navaneeth Rameshan and
                  Robert Birke and
                  Leandro Navarro and
                  Vladimir Vlassov and
                  Bhuvan Urgaonkar and
                  George Kesidis and
                  Martin L. Schmatz and
                  Lydia Y. Chen},
  title        = {Profiling Memory Vulnerability of Big-Data Applications},
  booktitle    = {46th Annual {IEEE/IFIP} International Conference on Dependable Systems
                  and Networks Workshops, {DSN} Workshops 2016, Toulouse, France, June
                  28 - July 1, 2016},
  pages        = {258--261},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/DSN-W.2016.58},
  doi          = {10.1109/DSN-W.2016.58},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsn/RameshanBNVUKSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/XueBCS16,
  author       = {Ji Xue and
                  Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  title        = {Managing Data Center Tickets: Prediction and Active Sizing},
  booktitle    = {46th Annual {IEEE/IFIP} International Conference on Dependable Systems
                  and Networks, {DSN} 2016, Toulouse, France, June 28 - July 1, 2016},
  pages        = {335--346},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/DSN.2016.38},
  doi          = {10.1109/DSN.2016.38},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsn/XueBCS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic2e/BirkeKBSC16,
  author       = {Robert Birke and
                  Evangelia Kalyvianaki and
                  Walter Binder and
                  Martin L. Schmatz and
                  Lydia Y. Chen},
  title        = {Dynamic Block Sizing for Data Stream Processing Systems},
  booktitle    = {2016 {IEEE} International Conference on Cloud Engineering Workshop,
                  {IC2E} Workshops, Berlin, Germany, April 4-8, 2016},
  pages        = {216--222},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/IC2EW.2016.9},
  doi          = {10.1109/IC2EW.2016.9},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ic2e/BirkeKBSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/WangUGCBK16,
  author       = {Cheng Wang and
                  Bhuvan Urgaonkar and
                  Aayush Gupta and
                  Lydia Y. Chen and
                  Robert Birke and
                  George Kesidis},
  editor       = {Samuel Kounev and
                  Holger Giese and
                  Jie Liu},
  title        = {Effective Capacity Modulation as an Explicit Control Knob for Public
                  Cloud Profitability},
  booktitle    = {2016 {IEEE} International Conference on Autonomic Computing, {ICAC}
                  2016, Wuerzburg, Germany, July 17-22, 2016},
  pages        = {95--104},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICAC.2016.10},
  doi          = {10.1109/ICAC.2016.10},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/WangUGCBK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/MorrisRSBC16,
  author       = {Nathaniel Morris and
                  Siva Meenakshi Renganathan and
                  Christopher Stewart and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Samuel Kounev and
                  Holger Giese and
                  Jie Liu},
  title        = {Sprint Ability: How Well Does Your Software Exploit Bursts in Processing
                  Capacity?},
  booktitle    = {2016 {IEEE} International Conference on Autonomic Computing, {ICAC}
                  2016, Wuerzburg, Germany, July 17-22, 2016},
  pages        = {173--178},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICAC.2016.61},
  doi          = {10.1109/ICAC.2016.61},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/MorrisRSBC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/BirkeBKC16,
  author       = {Robert Birke and
                  Mathias Bj{\"{o}}rkqvist and
                  Evangelia Kalyvianaki and
                  Lydia Y. Chen},
  title        = {Dslash: Managing Data in Overloaded Batch Streaming Systems},
  booktitle    = {36th {IEEE} International Conference on Distributed Computing Systems,
                  {ICDCS} 2016, Nara, Japan, June 27-30, 2016},
  pages        = {745--746},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICDCS.2016.96},
  doi          = {10.1109/ICDCS.2016.96},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdcs/BirkeBKC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/BirkeQPC16,
  author       = {Robert Birke and
                  Zhan Qiu and
                  Juan F. P{\'{e}}rez and
                  Lydia Y. Chen},
  title        = {Defeating variability in cloud applications by multi-tier workload
                  redundancy},
  booktitle    = {{IEEE} Conference on Computer Communications Workshops, {INFOCOM}
                  Workshops 2016, San Francisco, CA, USA, April 10-14, 2016},
  pages        = {496--497},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/INFCOMW.2016.7562127},
  doi          = {10.1109/INFCOMW.2016.7562127},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/BirkeQPC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kaleidoscope/ChiaraviglioBLG16,
  author       = {Luca Chiaraviglio and
                  Nicola Blefari{-}Melazzi and
                  William Liu and
                  Jairo A. Guti{\'{e}}rrez and
                  Jaap van de Beek and
                  Robert Birke and
                  Lydia Y. Chen and
                  Filip Idzikowski and
                  Daniel C. Kilper and
                  Paolo Monti and
                  Jinsong Wu},
  title        = {5G in rural and low-income areas: Are we ready?},
  booktitle    = {2016 {ITU} Kaleidoscope: ICTs for a Sustainable World, Bangkok, Thailand,
                  November 14-16, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ITU-WT.2016.7805720},
  doi          = {10.1109/ITU-WT.2016.7805720},
  timestamp    = {Wed, 11 Aug 2021 11:51:26 +0200},
  biburl       = {https://dblp.org/rec/conf/kaleidoscope/ChiaraviglioBLG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mascots/GrimesMOBCSC16,
  author       = {Diarmuid Grimes and
                  Deepak Mehta and
                  Barry O'Sullivan and
                  Robert Birke and
                  Lydia Y. Chen and
                  Thomas Scherer and
                  Ignacio Casti{\~{n}}eiras},
  title        = {Robust Server Consolidation: Coping with Peak Demand Underestimation},
  booktitle    = {24th {IEEE} International Symposium on Modeling, Analysis and Simulation
                  of Computer and Telecommunication Systems, {MASCOTS} 2016, London,
                  United Kingdom, September 19-21, 2016},
  pages        = {271--276},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/MASCOTS.2016.60},
  doi          = {10.1109/MASCOTS.2016.60},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mascots/GrimesMOBCSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/BjorkqvistBB16,
  author       = {Mathias Bj{\"{o}}rkqvist and
                  Robert Birke and
                  Walter Binder},
  editor       = {Sema Oktug and
                  Mehmet Ulema and
                  Cicek Cavdar and
                  Lisandro Zambenedetti Granville and
                  Carlos Raniery Paula dos Santos},
  title        = {Resource management of replicated service systems provisioned in the
                  cloud},
  booktitle    = {2016 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS}
                  2016, Istanbul, Turkey, April 25-29, 2016},
  pages        = {961--966},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/NOMS.2016.7502933},
  doi          = {10.1109/NOMS.2016.7502933},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/noms/BjorkqvistBB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/XueBCS16,
  author       = {Ji Xue and
                  Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  title        = {Tale of Tails: Anomaly Avoidance in Data Centers},
  booktitle    = {35th {IEEE} Symposium on Reliable Distributed Systems, {SRDS} 2016,
                  Budapest, Hungary, September 26-29, 2016},
  pages        = {91--100},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/SRDS.2016.021},
  doi          = {10.1109/SRDS.2016.021},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/srds/XueBCS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wosp/XueSSBC16,
  author       = {Ji Xue and
                  Evgenia Smirni and
                  Thomas Scherer and
                  Robert Birke and
                  Lydia Y. Chen},
  editor       = {Alberto Avritzer and
                  Alexandru Iosup and
                  Xiaoyun Zhu and
                  Steffen Becker},
  title        = {{PROST:} Predicting Resource Usages with Spatial and Temporal Dependencies},
  booktitle    = {Proceedings of the 7th {ACM/SPEC} International Conference on Performance
                  Engineering, {ICPE} 2016, Delft, The Netherlands, March 12-16, 2016},
  pages        = {125--126},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2851553.2858678},
  doi          = {10.1145/2851553.2858678},
  timestamp    = {Sun, 02 Jun 2019 21:12:22 +0200},
  biburl       = {https://dblp.org/rec/conf/wosp/XueSSBC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/CavdarBCA15,
  author       = {Derya {\c{C}}avdar and
                  Robert Birke and
                  Lydia Y. Chen and
                  Fatih Alag{\"{o}}z},
  title        = {A simulation framework for priority scheduling on heterogeneous clusters},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {52},
  pages        = {37--48},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.future.2015.04.008},
  doi          = {10.1016/J.FUTURE.2015.04.008},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fgcs/CavdarBCA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/RosaCBB15,
  author       = {Andrea Ros{\`{a}} and
                  Lydia Y. Chen and
                  Robert Birke and
                  Walter Binder},
  title        = {Demystifying Casualties of Evictions in Big Data Priority Scheduling},
  journal      = {{SIGMETRICS} Perform. Evaluation Rev.},
  volume       = {42},
  number       = {4},
  pages        = {12--21},
  year         = {2015},
  url          = {https://doi.org/10.1145/2788402.2788406},
  doi          = {10.1145/2788402.2788406},
  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmetrics/RosaCBB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/YingBWCG15,
  author       = {Yijun Ying and
                  Robert Birke and
                  Cheng Wang and
                  Lydia Y. Chen and
                  Natarajan Gautam},
  title        = {On Energyaware Allocation and Execution for Batch and Interactive
                  MapReduce},
  journal      = {{SIGMETRICS} Perform. Evaluation Rev.},
  volume       = {42},
  number       = {4},
  pages        = {22--30},
  year         = {2015},
  url          = {https://doi.org/10.1145/2788402.2788407},
  doi          = {10.1145/2788402.2788407},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmetrics/YingBWCG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/TraversoABKLCM15,
  author       = {Stefano Traverso and
                  Luca Abeni and
                  Robert Birke and
                  Csaba Kir{\'{a}}ly and
                  Emilio Leonardi and
                  Renato Lo Cigno and
                  Marco Mellia},
  title        = {Neighborhood Filtering Strategies for Overlay Construction in {P2P-TV}
                  Systems: Design and Experimental Comparison},
  journal      = {{IEEE/ACM} Trans. Netw.},
  volume       = {23},
  number       = {3},
  pages        = {741--754},
  year         = {2015},
  url          = {https://doi.org/10.1109/TNET.2014.2307157},
  doi          = {10.1109/TNET.2014.2307157},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ton/TraversoABKLCM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnsm/XueYBCSS15,
  author       = {Ji Xue and
                  Feng Yan and
                  Robert Birke and
                  Lydia Y. Chen and
                  Thomas Scherer and
                  Evgenia Smirni},
  editor       = {Mauro Tortonesi and
                  J{\"{u}}rgen Sch{\"{o}}nw{\"{a}}lder and
                  Edmundo Roberto Mauro Madeira and
                  Corinna Schmitt and
                  Joan Serrat},
  title        = {{PRACTISE:} Robust prediction of data center time series},
  booktitle    = {11th International Conference on Network and Service Management, {CNSM}
                  2015, Barcelona, Spain, November 9-13, 2015},
  pages        = {126--134},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CNSM.2015.7367348},
  doi          = {10.1109/CNSM.2015.7367348},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cnsm/XueYBCSS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/WangNKUWCGB15,
  author       = {Cheng Wang and
                  Neda Nasiriani and
                  George Kesidis and
                  Bhuvan Urgaonkar and
                  Qian Wang and
                  Lydia Y. Chen and
                  Aayush Gupta and
                  Robert Birke},
  editor       = {Shivkumar Kalyanaraman and
                  Deva P. Seetharam and
                  Rajeev Shorey and
                  Sarvapali D. Ramchurn and
                  Mani Srivastava},
  title        = {Recouping Energy Costs From Cloud Tenants: Tenant Demand Response
                  Aware Pricing Design},
  booktitle    = {Proceedings of the 2015 {ACM} Sixth International Conference on Future
                  Energy Systems, e-Energy 2015, Bangalore, India, July 14-17, 2015},
  pages        = {141--150},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2768510.2768541},
  doi          = {10.1145/2768510.2768541},
  timestamp    = {Fri, 08 Jul 2022 23:03:27 +0200},
  biburl       = {https://dblp.org/rec/conf/eenergy/WangNKUWCGB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/YingBWCG15,
  author       = {Yijun Ying and
                  Robert Birke and
                  Cheng Wang and
                  Lydia Y. Chen and
                  Natarajan Gautam},
  title        = {Optimizing Energy, Locality and Priority in a MapReduce Cluster},
  booktitle    = {2015 {IEEE} International Conference on Autonomic Computing, Grenoble,
                  France, July 7-10, 2015},
  pages        = {21--30},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICAC.2015.30},
  doi          = {10.1109/ICAC.2015.30},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/YingBWCG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/im/SpicugliaCBB15,
  author       = {Sebastiano Spicuglia and
                  Lydia Y. Chen and
                  Robert Birke and
                  Walter Binder},
  editor       = {Remi Badonnel and
                  Jin Xiao and
                  Shingo Ata and
                  Filip De Turck and
                  Voicu Groza and
                  Carlos Raniery Paula dos Santos},
  title        = {Optimizing capacity allocation for big data applications in cloud
                  datacenters},
  booktitle    = {{IFIP/IEEE} International Symposium on Integrated Network Management,
                  {IM} 2015, Ottawa, ON, Canada, 11-15 May, 2015},
  pages        = {511--517},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/INM.2015.7140330},
  doi          = {10.1109/INM.2015.7140330},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/im/SpicugliaCBB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwqos/ValloneBCF15,
  author       = {Joel Vallone and
                  Robert Birke and
                  Lydia Y. Chen and
                  Babak Falsafi},
  title        = {Contention detection by throttling: {A} black-box on-line approach},
  booktitle    = {23rd {IEEE} International Symposium on Quality of Service, IWQoS 2015,
                  Portland, OR, USA, June 15-16, 2015},
  pages        = {237--242},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/IWQoS.2015.7404740},
  doi          = {10.1109/IWQOS.2015.7404740},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/iwqos/ValloneBCF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mascots/NasirianiWKUCB15,
  author       = {Neda Nasiriani and
                  Cheng Wang and
                  George Kesidis and
                  Bhuvan Urgaonkar and
                  Lydia Y. Chen and
                  Robert Birke},
  title        = {On Fair Attribution of Costs under Peak-Based Pricing to Cloud Tenants},
  booktitle    = {23rd {IEEE} International Symposium on Modeling, Analysis, and Simulation
                  of Computer and Telecommunication Systems, {MASCOTS} 2015, Atlanta,
                  GA, USA, October 5-7, 2015},
  pages        = {51--60},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/MASCOTS.2015.23},
  doi          = {10.1109/MASCOTS.2015.23},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mascots/NasirianiWKUCB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/BirkeBMSC15,
  author       = {Robert Birke and
                  Mathias Bj{\"{o}}rkqvist and
                  Cyriel Minkenberg and
                  Martin L. Schmatz and
                  Lydia Y. Chen},
  editor       = {Bill Lin and
                  Jun (Jim) Xu and
                  Sudipta Sengupta and
                  Devavrat Shah},
  title        = {When Virtual Meets Physical at the Edge: {A} Field Study on Datacenters'
                  Virtual Traffic},
  booktitle    = {Proceedings of the 2015 {ACM} {SIGMETRICS} International Conference
                  on Measurement and Modeling of Computer Systems, Portland, OR, USA,
                  June 15-19, 2015},
  pages        = {403--415},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2745844.2745865},
  doi          = {10.1145/2745844.2745865},
  timestamp    = {Mon, 01 Aug 2022 08:51:52 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmetrics/BirkeBMSC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/SchererXYBCS15,
  author       = {Thomas Scherer and
                  Ji Xue and
                  Feng Yan and
                  Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  editor       = {Ioan Raicu and
                  Omer F. Rana and
                  Rajkumar Buyya},
  title        = {{PRACTISE} - Demonstrating a Neural Network Based Framework for Robust
                  Prediction of Data Center Workload},
  booktitle    = {8th {IEEE/ACM} International Conference on Utility and Cloud Computing,
                  {UCC} 2015, Limassol, Cyprus, December 7-10, 2015},
  pages        = {402--403},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.ieeecomputersociety.org/10.1109/UCC.2015.65},
  doi          = {10.1109/UCC.2015.65},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ucc/SchererXYBCS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/BirkeCS15,
  author       = {Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  editor       = {Samee U. Khan and
                  Albert Y. Zomaya},
  title        = {Usage Patterns in Multi-tenant Data Centers: a Large-Case Field Study},
  booktitle    = {Handbook on Data Centers},
  pages        = {1257--1266},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-1-4939-2092-1\_43},
  doi          = {10.1007/978-1-4939-2092-1\_43},
  timestamp    = {Sat, 30 Sep 2023 10:30:29 +0200},
  biburl       = {https://dblp.org/rec/reference/sp/BirkeCS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/CrisanBBCG14,
  author       = {Daniel Crisan and
                  Robert Birke and
                  Katherine Barabash and
                  Rami Cohen and
                  Mitchell Gusat},
  title        = {Datacenter Applications in Virtualized Networks: {A} Cross-Layer Performance
                  Study},
  journal      = {{IEEE} J. Sel. Areas Commun.},
  volume       = {32},
  number       = {1},
  pages        = {77--87},
  year         = {2014},
  url          = {https://doi.org/10.1109/JSAC.2014.140108},
  doi          = {10.1109/JSAC.2014.140108},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsac/CrisanBBCG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/CrisanBCMG14,
  author       = {Daniel Crisan and
                  Robert Birke and
                  Nikolaos Chrysos and
                  Cyriel Minkenberg and
                  Mitchell Gusat},
  title        = {zFabric: How to virtualize lossless ethernet?},
  booktitle    = {2014 {IEEE} International Conference on Cluster Computing, {CLUSTER}
                  2014, Madrid, Spain, September 22-26, 2014},
  pages        = {75--83},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CLUSTER.2014.6968740},
  doi          = {10.1109/CLUSTER.2014.6968740},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cluster/CrisanBCMG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/BirkeGCWE14,
  author       = {Robert Birke and
                  Ioana Giurgiu and
                  Lydia Y. Chen and
                  Dorothea Wiesmann and
                  Ton Engbersen},
  title        = {Failure Analysis of Virtual and Physical Machines: Patterns, Causes
                  and Characteristics},
  booktitle    = {44th Annual {IEEE/IFIP} International Conference on Dependable Systems
                  and Networks, {DSN} 2014, Atlanta, GA, USA, June 23-26, 2014},
  pages        = {1--12},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/DSN.2014.18},
  doi          = {10.1109/DSN.2014.18},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsn/BirkeGCWE14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fast/BirkeBCSE14,
  author       = {Robert Birke and
                  Mathias Bj{\"{o}}rkqvist and
                  Lydia Y. Chen and
                  Evgenia Smirni and
                  Ton Engbersen},
  editor       = {Bianca Schroeder and
                  Eno Thereska},
  title        = {(Big)data in a virtualized world: volume, velocity, and variety in
                  cloud datacenters},
  booktitle    = {Proceedings of the 12th {USENIX} conference on File and Storage Technologies,
                  {FAST} 2014, Santa Clara, CA, USA, February 17-20, 2014},
  pages        = {177--189},
  publisher    = {{USENIX}},
  year         = {2014},
  url          = {https://www.usenix.org/conference/fast14/technical-sessions/presentation/birke},
  timestamp    = {Tue, 02 Feb 2021 08:06:31 +0100},
  biburl       = {https://dblp.org/rec/conf/fast/BirkeBCSE14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/BirkeCS14,
  author       = {Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  title        = {Multi-resource characterization and their (in)dependencies in production
                  datacenters},
  booktitle    = {2014 {IEEE} Network Operations and Management Symposium, {NOMS} 2014,
                  Krakow, Poland, May 5-9, 2014},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/NOMS.2014.6838300},
  doi          = {10.1109/NOMS.2014.6838300},
  timestamp    = {Wed, 16 Oct 2019 14:14:54 +0200},
  biburl       = {https://dblp.org/rec/conf/noms/BirkeCS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tma/AnghelBG14,
  author       = {Andreea Simona Anghel and
                  Robert Birke and
                  Mitchell Gusat},
  editor       = {Alberto Dainotti and
                  Anirban Mahanti and
                  Steve Uhlig},
  title        = {Scalable High Resolution Traffic Heatmaps: Coherent Queue Visualization
                  for Datacenters},
  booktitle    = {Traffic Monitoring and Analysis - 6th International Workshop, {TMA}
                  2014, London, UK, April 14, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8406},
  pages        = {26--37},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-642-54999-1\_3},
  doi          = {10.1007/978-3-642-54999-1\_3},
  timestamp    = {Mon, 03 Jan 2022 22:34:02 +0100},
  biburl       = {https://dblp.org/rec/conf/tma/AnghelBG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/BirkePCS13,
  author       = {Robert Birke and
                  Andrej Podzimek and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  title        = {State-of-the-practice in data center virtualization: Toward a better
                  understanding of {VM} usage},
  booktitle    = {2013 43rd Annual {IEEE/IFIP} International Conference on Dependable
                  Systems and Networks (DSN), Budapest, Hungary, June 24-27, 2013},
  pages        = {1--12},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/DSN.2013.6575350},
  doi          = {10.1109/DSN.2013.6575350},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsn/BirkePCS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipeac/CrisanBCG13,
  author       = {Daniel Crisan and
                  Robert Birke and
                  Nikolaos Chrysos and
                  Mitch Gusat},
  title        = {How elastic is your virtualized datacenter fabric?},
  booktitle    = {Proceedings of the 2013 Interconnection Network Architecture: On-Chip,
                  Multi-Chip, IMA-OCMC@HiPEAC 2013, Berlin, Germany, January 23, 2013},
  pages        = {17--20},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2482759.2482764},
  doi          = {10.1145/2482759.2482764},
  timestamp    = {Mon, 08 Jul 2019 09:26:46 +0200},
  biburl       = {https://dblp.org/rec/conf/hipeac/CrisanBCG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/im/CohenBRSCBMGRJ13,
  author       = {Rami Cohen and
                  Katherine Barabash and
                  Benny Rochwerger and
                  Liran Schour and
                  Daniel Crisan and
                  Robert Birke and
                  Cyriel Minkenberg and
                  Mitchell Gusat and
                  Renato Recio and
                  Vinit Jain},
  editor       = {Filip De Turck and
                  Yixin Diao and
                  Choong Seon Hong and
                  Deep Medhi and
                  Ramin Sadre},
  title        = {An intent-based approach for network virtualization},
  booktitle    = {2013 {IFIP/IEEE} International Symposium on Integrated Network Management
                  {(IM} 2013), Ghent, Belgium, May 27-31, 2013},
  pages        = {42--50},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://ieeexplore.ieee.org/document/6572968/},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/im/CohenBRSCBMGRJ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwqos/BirkeCM13,
  author       = {Robert Birke and
                  Lydia Y. Chen and
                  Cyriel Minkenberg},
  title        = {A datacenter network tale from a server's perspective},
  booktitle    = {21st {IEEE/ACM} International Symposium on Quality of Service, IWQoS
                  2013, Montreal, Canada, 3-4 June 2013},
  pages        = {99--108},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/IWQoS.2013.6550270},
  doi          = {10.1109/IWQOS.2013.6550270},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/iwqos/BirkeCM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mascots/BirkeCGP13,
  author       = {Robert Birke and
                  Lydia Y. Chen and
                  Marco Gribaudo and
                  Pietro Piazzolla},
  title        = {Characterization Analysis of Resource Utilization Distribution},
  booktitle    = {2013 {IEEE} 21st International Symposium on Modelling, Analysis and
                  Simulation of Computer and Telecommunication Systems, San Francisco,
                  CA, USA, August 14-16, 2013},
  pages        = {370--374},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/MASCOTS.2013.54},
  doi          = {10.1109/MASCOTS.2013.54},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mascots/BirkeCGP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/CrisanBCMG13,
  author       = {Daniel Crisan and
                  Robert Birke and
                  Gilles Cressier and
                  Cyriel Minkenberg and
                  Mitchell Gusat},
  editor       = {Dah Ming Chiu and
                  Jia Wang and
                  Paul Barford and
                  Srinivasan Seshan},
  title        = {Got loss?: get zOVN!},
  booktitle    = {{ACM} {SIGCOMM} 2013 Conference, {SIGCOMM} 2013, Hong Kong, August
                  12-16, 2013},
  pages        = {423--434},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2486001.2486024},
  doi          = {10.1145/2486001.2486024},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcomm/CrisanBCMG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/BirkeKLMMT12,
  author       = {Robert Birke and
                  Csaba Kir{\'{a}}ly and
                  Emilio Leonardi and
                  Marco Mellia and
                  Michela Meo and
                  Stefano Traverso},
  title        = {A delay-based aggregate rate control for {P2P} streaming systems},
  journal      = {Comput. Commun.},
  volume       = {35},
  number       = {18},
  pages        = {2237--2244},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.comcom.2012.07.005},
  doi          = {10.1016/J.COMCOM.2012.07.005},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/comcom/BirkeKLMMT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/BirkeCS12,
  author       = {Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  editor       = {Rong Chang},
  title        = {Data Centers in the Cloud: {A} Large Scale Performance Study},
  booktitle    = {2012 {IEEE} Fifth International Conference on Cloud Computing, Honolulu,
                  HI, USA, June 24-29, 2012},
  pages        = {336--343},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/CLOUD.2012.87},
  doi          = {10.1109/CLOUD.2012.87},
  timestamp    = {Wed, 09 Aug 2023 12:14:21 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEcloud/BirkeCS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpsr/BirkeCBLDMG12,
  author       = {Robert Birke and
                  Daniel Crisan and
                  Katherine Barabash and
                  Anna Levin and
                  Casimer M. DeCusatis and
                  Cyriel Minkenberg and
                  Mitchell Gusat},
  editor       = {Aleksandra Smiljanic and
                  Mounir Hamdi and
                  H. Jonathan Chao and
                  Eiji Oki and
                  Cyriel Minkenberg},
  title        = {Partition/aggregate in commodity 10G ethernet software-defined networking},
  booktitle    = {13th {IEEE} International Conference on High Performance Switching
                  and Routing, {HPSR} 2012, Belgrade, Serbia, June 24-27, 2012},
  pages        = {7--14},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/HPSR.2012.6260821},
  doi          = {10.1109/HPSR.2012.6260821},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpsr/BirkeCBLDMG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/BirkeCS12,
  author       = {Robert Birke and
                  Lydia Y. Chen and
                  Evgenia Smirni},
  editor       = {Dejan S. Milojicic and
                  Dongyan Xu and
                  Vanish Talwar},
  title        = {Usage patterns in multi-tenant data centers: a temporal perspective},
  booktitle    = {9th International Conference on Autonomic Computing, ICAC'12, San
                  Jose, CA, USA, September 16 - 20, 2012},
  pages        = {161--166},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2371536.2371565},
  doi          = {10.1145/2371536.2371565},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/BirkeCS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/p2p/TraversoABKLCM12,
  author       = {Stefano Traverso and
                  Luca Abeni and
                  Robert Birke and
                  Csaba Kir{\'{a}}ly and
                  Emilio Leonardi and
                  Renato Lo Cigno and
                  Marco Mellia},
  title        = {Experimental comparison of neighborhood filtering strategies in unstructured
                  {P2P-TV} systems},
  booktitle    = {12th {IEEE} International Conference on Peer-to-Peer Computing, {P2P}
                  2012, Tarragona, Spain, September 3-5, 2012},
  pages        = {13--24},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/P2P.2012.6335794},
  doi          = {10.1109/P2P.2012.6335794},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/p2p/TraversoABKLCM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simutools/BirkeRM12,
  author       = {Robert Birke and
                  Germ{\'{a}}n Rodr{\'{\i}}guez and
                  Cyriel Minkenberg},
  editor       = {George F. Riley and
                  Francesco Quaglia and
                  Jan Himmelspach},
  title        = {Towards massively parallel simulations of massively parallel high-performance
                  computing systems},
  booktitle    = {International {ICST} Conference on Simulation Tools and Techniques,
                  {SIMUTOOLS} '12, Sirmione-Desenzano, Italy, March 19-23, 2012},
  pages        = {291--298},
  publisher    = {{ICST/ACM}},
  year         = {2012},
  url          = {https://doi.org/10.4108/icst.simutools.2012.247685},
  doi          = {10.4108/ICST.SIMUTOOLS.2012.247685},
  timestamp    = {Fri, 28 Feb 2020 13:12:27 +0100},
  biburl       = {https://dblp.org/rec/conf/simutools/BirkeRM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/BirkeLMBSKCMMNST11,
  author       = {Robert Birke and
                  Emilio Leonardi and
                  Marco Mellia and
                  Arpad Bakay and
                  Tivadar Szemethy and
                  Csaba Kir{\'{a}}ly and
                  Renato Lo Cigno and
                  Fabien Mathieu and
                  Luca Muscariello and
                  Saverio Niccolini and
                  Jan Seedorf and
                  Giuseppe Tropea},
  title        = {Architecture of a network-aware {P2P-TV} application: the {NAPA-WINE}
                  approach},
  journal      = {{IEEE} Commun. Mag.},
  volume       = {49},
  number       = {6},
  pages        = {154--163},
  year         = {2011},
  url          = {https://doi.org/10.1109/MCOM.2011.5784001},
  doi          = {10.1109/MCOM.2011.5784001},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cm/BirkeLMBSKCMMNST11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hoti/CrisanABMG11,
  author       = {Daniel Crisan and
                  Andreea Simona Anghel and
                  Robert Birke and
                  Cyriel Minkenberg and
                  Mitchell Gusat},
  title        = {Short and Fat: {TCP} Performance in {CEE} Datacenter Networks},
  booktitle    = {{IEEE} 19th Annual Symposium on High Performance Interconnects, {HOTI}
                  2011, Santa Clara, CA, USA, August 24-26, 2011},
  pages        = {43--50},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/HOTI.2011.16},
  doi          = {10.1109/HOTI.2011.16},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hoti/CrisanABMG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/BiancoBDG11,
  author       = {Andrea Bianco and
                  Robert Birke and
                  Fikru Getachew Debele and
                  Luca Giraudo},
  title        = {{SNMP} Management in a Distributed Software Router Architecture},
  booktitle    = {Proceedings of {IEEE} International Conference on Communications,
                  {ICC} 2011, Kyoto, Japan, 5-9 June, 2011},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/icc.2011.5963221},
  doi          = {10.1109/ICC.2011.5963221},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icc/BiancoBDG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/p2p/BirkeKLMMT11,
  author       = {Robert Birke and
                  Csaba Kir{\'{a}}ly and
                  Emilio Leonardi and
                  Marco Mellia and
                  Michela Meo and
                  Stefano Traverso},
  editor       = {Tohru Asami and
                  Teruo Higashino},
  title        = {Hose rate control for {P2P-TV} streaming systems},
  booktitle    = {2011 {IEEE} International Conference on Peer-to-Peer Computing, {P2P}
                  2011, Kyoto, Japan, August 31 - September 2, 2011},
  pages        = {202--205},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/P2P.2011.6038736},
  doi          = {10.1109/P2P.2011.6038736},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/p2p/BirkeKLMMT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnm/BirkeMPR10,
  author       = {Robert Birke and
                  Marco Mellia and
                  Michele Petracca and
                  Dario Rossi},
  title        = {Experiences of VoIP traffic monitoring in a commercial {ISP}},
  journal      = {Int. J. Netw. Manag.},
  volume       = {20},
  number       = {5},
  pages        = {339--359},
  year         = {2010},
  url          = {https://doi.org/10.1002/nem.758},
  doi          = {10.1002/NEM.758},
  timestamp    = {Wed, 01 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijnm/BirkeMPR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/BiancoBGL10,
  author       = {Andrea Bianco and
                  Robert Birke and
                  Luca Giraudo and
                  Nanfang Li},
  title        = {Multistage Software Routers in a Virtual Environment},
  booktitle    = {Proceedings of the Global Communications Conference, 2010. {GLOBECOM}
                  2010, 6-10 December 2010, Miami, Florida, {USA}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/GLOCOM.2010.5684320},
  doi          = {10.1109/GLOCOM.2010.5684320},
  timestamp    = {Fri, 02 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/globecom/BiancoBGL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/BiancoBGP10,
  author       = {Andrea Bianco and
                  Robert Birke and
                  Luca Giraudo and
                  Manuel Palacin},
  title        = {OpenFlow Switching: Data Plane Performance},
  booktitle    = {Proceedings of {IEEE} International Conference on Communications,
                  {ICC} 2010, Cape Town, South Africa, 23-27 May 2010},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICC.2010.5502016},
  doi          = {10.1109/ICC.2010.5502016},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icc/BiancoBGP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/p2p/AbeniBBBLCKMNSST10,
  author       = {Luca Abeni and
                  Arpad Bakay and
                  Marco Biazzini and
                  Robert Birke and
                  Emilio Leonardi and
                  Renato Lo Cigno and
                  Csaba Kir{\'{a}}ly and
                  Marco Mellia and
                  Saverio Niccolini and
                  Jan Seedorf and
                  Tivadar Szemethy and
                  Giuseppe Tropea},
  title        = {Network Friendly {P2P-TV:} The Napa-Wine Approach},
  booktitle    = {{IEEE} Tenth International Conference on Peer-to-Peer Computing, {P2P}
                  2010, Delft, The Netherlands, 25-27 August 2010},
  pages        = {1--2},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/P2P.2010.5569983},
  doi          = {10.1109/P2P.2010.5569983},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/p2p/AbeniBBBLCKMNSST10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/PetraccaBB09,
  author       = {Michele Petracca and
                  Robert Birke and
                  Andrea Bianco},
  title        = {{HERO:} High-speed enhanced routing operation in Ethernet NICs for
                  software routers},
  journal      = {Comput. Networks},
  volume       = {53},
  number       = {2},
  pages        = {168--179},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.comnet.2008.10.002},
  doi          = {10.1016/J.COMNET.2008.10.002},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cn/PetraccaBB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/GusatBM09,
  author       = {Mitchell Gusat and
                  Robert Birke and
                  Cyriel Minkenberg},
  title        = {Delay-Based Cloud Congestion Control},
  booktitle    = {Proceedings of the Global Communications Conference, 2009. {GLOBECOM}
                  2009, Honolulu, Hawaii, USA, 30 November - 4 December 2009},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/GLOCOM.2009.5425643},
  doi          = {10.1109/GLOCOM.2009.5425643},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/globecom/GusatBM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/BirkeMPR07,
  author       = {Robert Birke and
                  Marco Mellia and
                  Michele Petracca and
                  Dario Rossi},
  title        = {Understanding VoIP from Backbone Measurements},
  booktitle    = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,
                  Joint Conference of the {IEEE} Computer and Communications Societies,
                  6-12 May 2007, Anchorage, Alaska, {USA}},
  pages        = {2027--2035},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/INFCOM.2007.235},
  doi          = {10.1109/INFCOM.2007.235},
  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/infocom/BirkeMPR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}