Dr. Michael Till Beck

Dr. Michael Till Beck

Lehrstuhl für Mobile und Verteilte Systeme

Ludwig-Maximilians-Universität München, Institut für Informatik

Oettingenstraße 67
80538 München

Raum

Telefon: +49 89 / 2180-

Fax: +49 89 / 2180-9148

Mail: michael.beck@ifi.lmu.de

Interessen

  • verteilte Systeme, flexible und elastische (Mobilfunk-)Netzwerke
  • Network Function Virtualization (NFV), Virtual Network Embedding (VNE)
  • Ausfallsicherheit
  • Energieeffizienz und Nachhaltigkeit

Publikationen

2018

  • C. Schläger, A. Ebert, A. Mattausch, and M. T. Beck, „Enabling Cyber Sovereignty: with Knowledge, Not with National Products,“ in Digital Marketplaces Unleashed, C. Linnhoff-Popien, R. Schneider, and M. Zaddach, Eds., Springer Berlin Heidelberg, 2018, p. 895–904. doi:10.1007/978-3-662-49275-8_79
    [BibTeX] [Download PDF] 
    @incollection{schlaeger2018unleashed,
author = {Schl{\"a}ger, Christian and Ebert, Andr{\'e} and Mattausch, Andy and Beck, Michael Till},
title = {{Enabling Cyber Sovereignty: with Knowledge, Not with National Products}},
booktitle = {Digital Marketplaces Unleashed},
publisher = {Springer Berlin Heidelberg},
year = {2018},
editor = {Linnhoff-Popien, Claudia and Schneider, Ralf and Zaddach, Michael},
pages = {895--904},
isbn = {978-3-662-49275-8},
doi = {10.1007/978-3-662-49275-8_79},
url = {https://doi.org/10.1007/978-3-662-49275-8_79}
}

2017

  • C. Hahn, S. Holzner, L. Belzner, and M. T. Beck, „Empirical Evaluation of a Distributed Deployment Strategy for Virtual Networks,“ in International Conference on Mobile, Secure, and Programmable Networking, 2017, p. 88–98.
    [BibTeX] 
    @inproceedings{hahn2017empirical,
author = {Hahn, Carsten and Holzner, Stephan and Belzner, Lenz and Beck, Michael Till},
title = {Empirical Evaluation of a Distributed Deployment Strategy for Virtual Networks},
booktitle = {International Conference on Mobile, Secure, and Programmable Networking},
year = {2017},
pages = {88--98},
publisher = {Springer},
owner = {chahn}
}

  • A. Ebert, M. T. Beck, A. Mattausch, L. Belzner, and C. Linnhoff-Popien, „Qualitative Assessment of Recurrent Human Motion,“ in 25th European Signal Processing Conference (EUSIPCO 2017), 2017, p. 316–320.
    [BibTeX] [Download PDF] 
    @inproceedings{ebert2017qualitative,
author = {Ebert, Andre and Beck, Michael Till and Mattausch, Andy and Belzner, Lenz and Linnhoff-Popien, Claudia},
title = {{Qualitative Assessment of Recurrent Human Motion}},
booktitle = {25th European Signal Processing Conference (EUSIPCO 2017)},
year = {2017},
pages = {316--320},
organization = {IEEE},
owner = {aebert},
url = {https://doi.org/10.23919/EUSIPCO.2017.8081218}
}

2016

  • M. T. Beck and J. Botero, „Scalable and Coordinated Allocation of Service Function Chains,“ Elsevier Computer Communications, 2016.
    [BibTeX] 
    @article{beck2016scalable,
title = {Scalable and Coordinated Allocation of Service Function Chains},
author = {Michael Till Beck and Juan-Felipe Botero},
journal = {Elsevier Computer Communications},
year = {2016},
owner = {mbeck}
}

  • M. T. Beck, J. Botero, and K. Samelin, „Resilient Allocation of Service Function Chains,“ in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2016.
    [BibTeX] 
    @inproceedings{beck2016resilient,
title = {Resilient Allocation of Service Function Chains},
author = {Michael Till Beck and Juan-Felipe Botero and Kai Samelin},
booktitle = {IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},
year = {2016},
owner = {mbeck},
timestamp = {2016.09.23}
}

  • M. T. Beck, S. Feld, C. Linnhhoff-Popien, and U. Pützschler, „Mobile Edge Computing,“ Informatik-Spektrum, vol. 39, iss. 2, pp. 108-114, 2016.
    [BibTeX] [Download PDF] 
    @article{Beck2016Mobile,
title = {Mobile Edge Computing},
author = {Michael Till Beck and Sebastian Feld and Claudia Linnhhoff-Popien and Uwe Pützschler},
journal = {Informatik-Spektrum},
year = {2016},
number = {2},
pages = {108-114},
volume = {39},
owner = {mbeck},
timestamp = {2016.04.29},
url = {http://rd.springer.com/article/10.1007/s00287-016-0957-6}
}

  • L. Belzner, M. T. Beck, T. Gabor, H. Roelle, and H. Sauer, „Software Engineering for Distributed Autonomous Real-Time Systems,“ in Proceedings of the 2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems (SEsCPS), 2016.
    [BibTeX] 
    @inproceedings{belzner2016software,
title = {Software Engineering for Distributed Autonomous Real-Time Systems},
author = {Lenz Belzner and Michael Till Beck and Thomas Gabor and Harald Roelle and Horst Sauer},
booktitle = {Proceedings of the 2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems (SEsCPS)},
year = {2016},
owner = {lbelzner},
timestamp = {2016.09.23}
}

  • T. Gabor, L. Belzner, M. Kiermeier, M. T. Beck, and A. Neitz, „A Simulation-Based Architecture for Smart Cyber-Physical Systems,“ in Proceedings of the International Workshop on Models@run.time for Self-aware Computing Systems, 2016.
    [BibTeX] 
    @inproceedings{gabor2016simulation,
title = {A Simulation-Based Architecture for Smart Cyber-Physical Systems},
author = {Thomas Gabor and Lenz Belzner and Marie Kiermeier and Michael Till Beck and Alexander Neitz},
booktitle = {Proceedings of the International Workshop on Models@run.time for Self-aware Computing Systems},
year = {2016},
owner = {tgabor},
timestamp = {2016.09.23}
}

2015

  • M. Beck, S. Feld, and T. Schimper, „Vom Zugangs- zum Dienstanbieter: Wie Mobilfunkprovider das Internet der Zukunft mitgestalten können,“ in Marktplätze im Umbruch – Digitale Strategien fuer Services im Mobilen Internet, C. Linnhoff-Popien, M. Zaddach, and A. Grahl, Eds., Springer Berlin Heidelberg, 2015, pp. 123-131.
    [BibTeX] [Abstract]

    Dieser Beitrag beleuchtet, inwieweit sich Mobilfunkprovider in den letzten Jahren zu Infrastrukturprovidern gewandelt haben, die primär Datenvolumen an externe Dienste weiterleiten, an denen sie selbst finanziell nicht beteiligt sind. Am Beispiel der Mobile Edge Computing Technologie wird erörtert, wie diesem Trend entgegengewirkt werden kann und der Wandel vom Infrastrukturprovider hin zum Dienstanbieter gelingen kann.

    @incollection{marktplaetzebuch,
title = {Vom Zugangs- zum Dienstanbieter: Wie Mobilfunkprovider das Internet der Zukunft mitgestalten können},
author = {Michael Beck and Sebastian Feld and Thomas Schimper},
booktitle = {Marktplätze im Umbruch - Digitale Strategien fuer Services im Mobilen Internet},
publisher = {Springer Berlin Heidelberg},
year = {2015},
editor = {Claudia Linnhoff-Popien and Michael Zaddach and Andreas Grahl},
pages = {123-131},
series = {Xpert.press},
abstract = {Dieser Beitrag beleuchtet, inwieweit sich Mobilfunkprovider in den letzten Jahren zu Infrastrukturprovidern gewandelt haben, die primär Datenvolumen an externe Dienste weiterleiten, an denen sie selbst finanziell nicht beteiligt sind. Am Beispiel der Mobile Edge Computing Technologie wird erörtert, wie diesem Trend entgegengewirkt werden kann und der Wandel vom Infrastrukturprovider hin zum Dienstanbieter gelingen kann.},
owner = {mbeck}
}

  • M. T. Beck and J. F. Botero, „Coordinated Allocation of Service Function Chains,“ in IEEE Global Communications Conference (IEEE GLOBECOM 2015), 2015.
    [BibTeX] 
    @inproceedings{CoordVNF,
title = {Coordinated Allocation of Service Function Chains},
author = {Michael Till Beck and Juan Felipe Botero},
booktitle = {IEEE Global Communications Conference (IEEE GLOBECOM 2015)},
year = {2015},
owner = {mbeck},
timestamp = {2015.08.06}
}

  • M. T. Beck, S. Feld, A. Fichtner, C. Linnhoff-Popien, and T. Schimper, „ME-VoLTE: Network Functions for Energy-Efficient Video Transcoding at the Mobile Edge,“ in 18th International Conference on Intelligence in Next Generation Networks (ICIN 2015), 2015, pp. 38-44. doi:http://dx.doi.org/10.1109/ICIN.2015.7073804
    [BibTeX] [Abstract]

    Encoding multimedia streams of video calls is a very compute-intense task that significantly decreases battery lifetime of mobile phones. This paper introduces an approach to reduce power consumption of mobile phones by offloading video encoding efforts from mobile devices to external services. These services are hosted on servers co-located with cellular base stations. The paper describes how these services are integrated into the existing mobile network architecture and presents a communication protocol for negotiating offloading settings. First measurement results indicate that power consumption of mobile devices is reduced by approximately 13\%.

    @inproceedings{mecsip,
title = {ME-VoLTE: Network Functions for Energy-Efficient Video Transcoding at the Mobile Edge},
author = {Michae Till Beck and Sebastian Feld and Andreas Fichtner and Claudia Linnhoff-Popien and Thomas Schimper},
booktitle = {18th International Conference on Intelligence in Next Generation Networks (ICIN 2015)},
year = {2015},
pages = {38-44},
publisher = {IEEE},
abstract = {Encoding multimedia streams of video calls is a very compute-intense task that significantly decreases battery lifetime of mobile phones. This paper introduces an approach to reduce power consumption of mobile phones by offloading video encoding efforts from mobile devices to external services. These services are hosted on servers co-located with cellular base stations. The paper describes how these services are integrated into the existing mobile network architecture and presents a communication protocol for negotiating offloading settings. First measurement results indicate that power consumption of mobile devices is reduced by approximately 13\%.},
doi = {http://dx.doi.org/10.1109/ICIN.2015.7073804},
owner = {mbeck}
}

  • M. T. Beck, A. Fischer, J. F. Botero, C. Linnhhoff-Popien, and H. D. Meer, „Distributed and scalable embedding of virtual networks,“ Elsevier Journal of Network and Computer Applications, vol. 56, pp. 124-136, 2015.
    [BibTeX] [Download PDF] 
    @article{DPVNEJournal,
title = {Distributed and scalable embedding of virtual networks},
author = {Michael Till Beck and Andreas Fischer and Juan Felipe Botero and Claudia Linnhhoff-Popien and Hermann De Meer},
journal = {Elsevier Journal of Network and Computer Applications},
year = {2015},
pages = {124-136},
volume = {56},
owner = {mbeck},
timestamp = {2015.08.06},
url = {http://www.sciencedirect.com/science/article/pii/S1084804515001393}
}

2014

  • M. T. Beck, A. Fischer, F. Kokot, C. Linnhoff-Popien, and H. D. Meer, „A Simulation Framework for Virtual Network Embedding Algorithms,“ in 16th International Telecommunications Network Strategy and Planning Symposium, 2014, pp. 1-6.
    [BibTeX] 
    @inproceedings{alevin2,
title = {A Simulation Framework for Virtual Network Embedding Algorithms},
author = {Michael Till Beck and Andreas Fischer and Fabian Kokot and Claudia Linnhoff-Popien and Hermann De Meer},
booktitle = {16th International Telecommunications Network Strategy and Planning Symposium},
year = {2014},
pages = {1-6},
publisher = {IEEE}
}

  • M. T. Beck and M. Maier, „Mobile Edge Computing: Challenges for Future Virtual Network Embedding Algorithms,“ in 8th International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP 2014), 2014.
    [BibTeX] 
    @inproceedings{mecvne,
title = {Mobile Edge Computing: Challenges for Future Virtual Network Embedding Algorithms},
author = {Michael Till Beck and Marco Maier},
booktitle = {8th International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP 2014)},
year = {2014},
publisher = {AdvComp},
keywords = {Virtual Network Embedding, Next-gen Cellular Networks, Edge Computing}
}

  • M. T. Beck, S. Schuster, H. D. Meer, and M. Kreuzer, „Estimating Photo-Voltaic Power Supply without Smart Metering Infrastructure,“ in Energy-Efficient Data Centers, S. Klingert, X. Hesselbach-Serra, M. Perez, and G. Giuliani, Eds., Springer Berlin Heidelberg, 2014, vol. 8343, pp. 25-39. doi:10.1007/978-3-642-55149-9_3
    [BibTeX] [Download PDF] 
    @incollection{beck2013b,
title = {Estimating Photo-Voltaic Power Supply without Smart Metering Infrastructure},
author = {Michael Till Beck and Stefan Schuster and Hermann De Meer and Martin Kreuzer},
booktitle = {Energy-Efficient Data Centers},
publisher = {Springer Berlin Heidelberg},
year = {2014},
editor = {Klingert, Sonja and Hesselbach-Serra, Xavier and Maria Perez and Giuliani, Giovanni},
pages = {25-39},
series = {Lecture Notes in Computer Science},
volume = {8343},
doi = {10.1007/978-3-642-55149-9_3},
isbn = {978-3-642-55148-2},
language = {English},
url = {http://dx.doi.org/10.1007/978-3-642-55149-9_3}
}

  • M. T. Beck, M. Werner, S. Feld, and T. Schimper, „Mobile Edge Computing: A taxonomy,“ in 6h International Conference on Advances in Future Internet (AFIN 2014), 2014, pp. 48-54.
    [BibTeX] [Abstract]

    Mobile Edge Computing proposes co-locating computing and storage resources at base stations of cellular networks. It is seen as a promising technique to alleviate utilization of the mobile core and to reduce latency for mobile end users. Due to the fact that Mobile Edge Computing is a novel approach not yet deployed in real-life networks, recent work discusses merely general and non-technical ideas and concepts. This paper introduces a taxonomy for Mobile Edge Computing applications and analyzes chances and limitations from a technical point of view. Application types which profit from edge deployment are identified and discussed. Furthermore, these applications are systematically classified based on technical metrics.

    @inproceedings{mectaxonomy,
title = {Mobile Edge Computing: A taxonomy},
author = {Michael Till Beck and Martin Werner and Sebastian Feld and Thomas Schimper},
booktitle = {6h International Conference on Advances in Future Internet (AFIN 2014)},
year = {2014},
pages = {48-54},
publisher = {IARIA},
abstract = {Mobile Edge Computing proposes co-locating computing and storage resources at base stations of cellular networks. It is seen as a promising technique to alleviate utilization of the mobile core and to reduce latency for mobile end users. Due to the fact that Mobile Edge Computing is a novel approach not yet deployed in real-life networks, recent work discusses merely general and non-technical ideas and concepts. This paper introduces a taxonomy for Mobile Edge Computing applications and analyzes chances and limitations from a technical point of view. Application types which profit from edge deployment are identified and discussed. Furthermore, these applications are systematically classified based on technical metrics.},
keywords = {Edge Deployment, Cellular Networks, Classification},
owner = {mbeck}
}

2013

  • R. Basmadjian, G. Lovasz, M. T. Beck, H. D. Meer, X. Hesselbach-Serra, J. F. Botero, S. Klingert, M. P. Ortega, J. C. Lopez, A. Stam, R. van Krevelen, and M. D. Girolamo, „A Generic Architecture For Demand Response: The ALL4Green Approach,“ in Third International Conference on Cloud and Green Computing (CGC 2013), 2013, pp. 464-471. doi:http://dx.doi.org/10.1109/CGC.2013.79
    [BibTeX] 
    @inproceedings{basmadjian2013a,
title = {A Generic Architecture For Demand Response: The ALL4Green Approach},
author = {Robert Basmadjian and Gergoe Lovasz and Michael Till Beck and Hermann De Meer and Xavier Hesselbach-Serra and Juan Felipe Botero and Sonja Klingert and Maria Perez Ortega and Juan Carlos Lopez and Andries Stam and Rick van Krevelen and Marco Di Girolamo},
booktitle = {Third International Conference on Cloud and Green Computing (CGC 2013)},
year = {2013},
pages = {464 - 471},
publisher = {IEEE},
doi = {http://dx.doi.org/10.1109/CGC.2013.79}
}

  • M. T. Beck, J. F. Botero, A. Fischer, H. D. Meer, and X. Hesselbach, „A Distributed, Parallel, and Generic Virtual Network Embedding Framework,“ in IEEE International Conference on Communications (ICC 2013), 2013, pp. 3471-3475. doi:dx.doi.org/10.1109/ICC.2013.6655087
    [BibTeX] [Download PDF] 
    @inproceedings{dpvne,
title = {A Distributed, Parallel, and Generic Virtual Network Embedding Framework},
author = {Michael T. Beck and Juan F. Botero and Andreas Fischer and Hermann De Meer and Xavier Hesselbach},
booktitle = {IEEE International Conference on Communications (ICC 2013)},
year = {2013},
pages = {3471-3475},
publisher = {IEEE},
doi = {dx.doi.org/10.1109/ICC.2013.6655087},
tags = {All4Green, EINS_NoE, ISL_Institute},
url = {http://www.net.fim.uni-passau.de/pdf/Beck2013a.pdf},
web_url = {http://www.ieee-icc.org/}
}

  • A. Berl, M. T. Beck, S. Klingert, and H. D. Meer, „The Benefits of Integrating Data Centres into Demand-Response Management: A Local Case Study,“ in 2nd D-A-CH Energieinformatik Konferenz (Energieinformatik 2013), 2013.
    [BibTeX] 
    @inproceedings{berl2013d,
title = {The Benefits of Integrating Data Centres into Demand-Response Management: A Local Case Study},
author = {Andreas Berl and Michael T. Beck and Sonja Klingert and Hermann De Meer},
booktitle = {2nd D-A-CH Energieinformatik Konferenz (Energieinformatik 2013)},
year = {2013},
publisher = {IEEE},
keywords = {Smart grid; Data centres; Demand-response management; Case study},
tags = {All4Green},
web_url = {http://www.energieinformatik2013.at/}
}

  • A. Fischer, M. T. Beck, and H. D. Meer, „An Approach to Energy-efficient Virtual Network Embeddings,“ in 5th International Workshop on Management of the Future Internet (ManFI), 2013, pp. 1142-1147.
    [BibTeX] [Download PDF] 
    @inproceedings{fischer2013b,
title = {An Approach to Energy-efficient Virtual Network Embeddings},
author = {Andreas Fischer and Michael T. Beck and Hermann De Meer},
booktitle = {5th International Workshop on Management of the Future Internet (ManFI)},
year = {2013},
pages = {1142-1147},
publisher = {IFIP, IEEE},
tags = {All4Green, EINS_NoE},
url = {http://www.net.fim.uni-passau.de/pdf/Fischer2013b.pdf},
web_url = {http://www.manfi.org/}
}

  • A. Fischer, J. F. Botero, M. T. Beck, H. D. Meer, and X. Hesselbach, „Virtual Network Embedding: A Survey,“ IEEE Communications Surveys and Tutorials, vol. N/A, pp. 1-19, 2013. doi:10.1109/SURV.2013.013013.00155
    [BibTeX] [Download PDF] 
    @article{vnesurvey,
title = {Virtual Network Embedding: A Survey},
author = {Andreas Fischer and Juan F. Botero and Michael T. Beck and Hermann De Meer and Xavier Hesselbach},
journal = {IEEE Communications Surveys and Tutorials},
year = {2013},
pages = {1-19},
volume = {N/A},
doi = {10.1109/SURV.2013.013013.00155},
issn = {1553-877X},
keywords = {Virtual networks; Network virtualization; Virtual network embedding; Embedding algorithms; Network mapping},
publisher = {IEEE},
tags = {EuroNF_VNREAL, EuroNF, EINS_NoE, All4Green, ISL_Institute},
url = {http://www.net.fim.uni-passau.de/pdf/Fischer2013a.pdf}
}

  • D. Rincon, A. Agusti-Torra, J. F. Botero, F. Raspall, D. Remondo, X. Hesselbach, M. T. Beck, H. D. Meer, F. Niedermeier, and G. Giuliani, „A Novel Collaboration Paradigm for Reducing Energy Consumption and Carbon Dioxide Emissions in Data Centres,“ The Computer Journal, vol. 56, iss. 12, pp. 1518-1536, 2013.
    [BibTeX] 
    @article{rincon2013a,
title = {A Novel Collaboration Paradigm for Reducing Energy Consumption and Carbon Dioxide Emissions in Data Centres},
author = {David Rincon and Anna Agusti-Torra and Juan F. Botero and Federico Raspall and David Remondo and Xavier Hesselbach and Michael T. Beck and Hermann De Meer and Florian Niedermeier and Giovanni Giuliani},
journal = {The Computer Journal},
year = {2013},
number = {12},
pages = {1518-1536},
volume = {56},
publisher = {British Computer Society, Oxford University Press},
tags = {All4Green},
web_url = {http://comjnl.oxfordjournals.org/content/early/2013/05/29/comjnl.bxt053.full.pdf?keytype=ref\&ijkey=y9W9f4tf7os4zEq}
}

2012

  • M. T. Beck, A. Fischer, and H. De Meer, „Distributed Virtual Network Embedding,“ in 7th GI/ITG KuVS Workshop on Future Internet, 2012.
    [BibTeX] [Download PDF] 
    @inproceedings{beck2012a,
title = {Distributed Virtual Network Embedding},
author = {Beck, Michael T. and Fischer, Andreas and De Meer, Hermann},
booktitle = {7th GI/ITG KuVS Workshop on Future Internet},
year = {2012},
publisher = {University of Kaiserslautern},
keywords = {Virtual network embedding; Reliability; Virtualization; Virtual networks},
tags = {ResumeNet, EuroNF, ISL_Institute},
url = {http://www.net.fim.uni-passau.de/pdf/Beck2012a.pdf},
web_url = {http://www.future-internet.org/2011/7_Fachgespraech/archiv_2011_KuVS7.shtml.en},
web_url2 = {http://www.future-internet.org/2011/7_Fachgespraech/files/Slides_04.pdf}
}

  • S. Klingert, A. Berl, M. T. Beck, R. Serban, M. D. Girolamo, G. Giuliani, H. D. Meer, and A. Salden, „Sustainable Energy Management in Data Centres through Collaboration,“ in 1st International Workshop on Energy Efficient Data Centres (E2DC 2012), 2012, pp. 13-24. doi:10.1007/978-3-642-33645-4_2
    [BibTeX] [Download PDF] 
    @inproceedings{klingert2012a,
title = {Sustainable Energy Management in Data Centres through Collaboration},
author = {Sonja Klingert and Andreas Berl and Michael Till Beck and Radu Serban and Marco Di Girolamo and Giovanni Giuliani and Hermann De Meer and Alfons Salden},
booktitle = {1st International Workshop on Energy Efficient Data Centres (E2DC 2012)},
year = {2012},
pages = {13-24},
publisher = {Springer Verlag},
series = {Lecture Notes in Computer Science (LNCS)},
volume = {7396},
doi = {10.1007/978-3-642-33645-4_2},
keywords = {Energy demand/response management; Data centres; Energy efficiency},
tags = {COST_IC0804, EuroNF, FIT4Green, GLab_EnerG, All4Green},
url = {http://www.net.fim.uni-passau.de/pdf/Klingert2012a.pdf},
web_url = {http://link.springer.com/chapter/10.1007\%2F978-3-642-33645-4_2},
web_url2 = {http://events.networks.imdea.org/content/e-energy-2012/e2dc-workshop}
}

Abgeschlossene Abschlussarbeiten

  • Implementierung eines NFV-Testbeds, Bachelorarbeit, 2016
  • Horizontales Skalieren in virtuellen Netzwerken, Bachelorarbeit, 2015
  • Einbettung von Delay-sensitiven Netzwerken im Kontext von Mobile Edge Computing, Bachelorarbeit, 2015
  • Konzeptionierung und Implementierung eines Testbeds für Virtuelle Netzwerkfunktionen, Bachelorarbeit, 2015
  • Konzeptionierung einer Geo-Social-Media-Platform für die Mobile Edge, Bachelorarbeit, 2014
  • Erzeugung zufälliger, realitätsnaher LTE-Netzwerktopologien, Bachelorarbeit, 2014
  • Lastoptimierung in Mobilfunknetzen durch Mobile Edge Compting am Beispiel eines Videokonferenzsystems, Masterarbeit, 2014
  • Demand/Response-Ansätze in Rechenzentren, Bachelorarbeit, 2013
  • OpenADR für Rechenzentren, Bachelorarbeit, 2013
  • Stromverbrauchsadaption durch Konsolidierungs- und De-Konsolidierungmaßnahmen im Rechenzentrum, Bachelorarbeit, 2013
  • Visualisierung der Analyse von Stromüberschuss und -mangel im Passauer Netz und deren Auswirkungen auf Strompreis und CO2-Effizienz, Bachelorarbeit, 2013
  • Integration von Speicher in das Stromnetz, Bachelorarbeit, 2013
  • Modeling of techniques to store energy in data centres, Masterarbeit, 2012
  • Implementation of a distributed embedding algorithm for virtual networks and evaluation of its energy efficiency, Bachelor thesis, 2011