Dr. rer. pol. Christian Krupitzer | Universität Mannheim

Brief CV

since 10/2018	Researcher & Group Leader IoT, Software Engineering Group, University of Würzburg
11/2012-09/2018	Researcher, Chair for Information Systems II, University of Mannheim
10/2012	Master Degree
08/2011-01/2012	Vrije Universiteit, Amsterdam
06/2010	Bachelor Degree
08/2007-10/2012	Study of Business Informatics, University of Mannheim

Sturm, T., Krupitzer, C., Segata, M. and Becker, C. (2020). A taxonomy of optimization factors for platooning. IEEE Transactions on Intelligent Transportation Systems, 1-18.
Arias-Cabarcos, P., Krupitzer, C. and Becker, C. (2019). A survey on adaptive authentication. ACM Computing Surveys : CSUR, 52, Article 80.
Krupitzer, C., Sztyler, T., Edinger, J., Breitbach, M., Stuckenschmidt, H. and Becker, C. (2019). Beyond position-awareness – extending a self-adaptive fall detection system. Pervasive and Mobile Computing, 58, Article 101026.
Krupitzer, C., Roth, F. M., VanSyckel, S., Schiele, G. and Becker, C. (2015). A survey on engineering approaches for self-adaptive systems. Pervasive and Mobile Computing, 17, 184-206.
VanSyckel, S., Schäfer, D., Majuntke, V., Krupitzer, C., Schiele, G. and Becker, C. (2014). COMITY: A framework for adaptation coordination in multi-platform pervasive systems. Pervasive and Mobile Computing, 10, 51-65.

Breitbach, M., Edinger, J., Kaupmees, S., Trötsch, H., Krupitzer, C. and Becker, C. (2021). Artifact: Voltaire: precise energy-aware code offloading decisions with machine learning. In , 19th IEEE International Conference on Pervasive Computing and CommunicationsWorkshops and other Affiliated Events, PerCom Workshops 2021, Kassel,Germany, March 22-26, 2021 (S. 442-443). , IEEE: Kassel.
Breitbach, M., Edinger, J., Kaupmees, S., Trötsch, H., Krupitzer, C. and Becker, C. (2021). Voltaire: precise energy-aware code offloading decisions with machine learning. In , 19th IEEE International Conference on Pervasive Computing and Communications, PerCom 2021, Kassel, Germany, March 22-26, 2021 (S. 1-10). , IEEE: Kassel.
Pernpeintner, M. (2021). Self-learning governance of competitive multi-agent systems. In , Organic Computing : Doctoral Dissertation Colloquium 2020 (S. 47-63). Intelligent Embedded Systems, Kassel University Press: Kassel.
Pfannemüller, M., Breitbach, M., Krupitzer, C., Becker, C. and Schürr, A. (2020). Enhancing a communication system with adaptive behavior using REACT. In , 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (S. 228-229). , IEEE: Piscataway, NJ.
Pfannemüller, M., Breitbach, M., Krupitzer, C., Weckesser, M., Becker, C., Schmerl, B. and Schürr, A. (2020). REACT: A model-based runtime environment for adapting communication systems. In , 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (S. 65-74). , IEEE: Piscataway, NJ.
Brinkschulte, M., Becker, C. and Krupitzer, C. (2019). Towards a QoS-aware cyber physical networking middleware architecture. In , MISE '19 : Proceedings of the 1st International Workshop on Middleware for Lightweight, Spontaneous Environments, Davis, CA, USA – December 09 – 13, 2019 (S. 7-12). , ACM: New York, NY.
Edinger, J., Hofmann, A., Wachner, A., Becker, C., Raychoudhury, V. and Krupitzer, C. (2019). WheelShare: Crowd-sensed surface classification for accessible routing. In , 2019 IEEE International Conference on Pervasive Computing and Communications workshops (PerCom workshops) : took place 11–15 March 2019 in Kyoto, Japan (S. 584-589). , IEEE: Piscataway, NJ.
Herrnleben, S., Pfannemüller, M., Krupitzer, C., Kounev, S., Segata, M., Fastnacht, F. and Nigmann, M. (2019). Towards adaptive car-to-cloud communication. In , 2019 IEEE International Conference on Pervasive Computing and Communications workshops (PerCom workshops) : took place 11–15 March 2019 in Kyoto, Japan (S. 119-124). , IEEE: Piscataway, NJ.
Krupitzer, C., Lesch, V., Pfannemüller, M., Becker, C. and Segata, M. (2019). A modular simulation framework for analyzing platooning coordination. In , TOP-Cars '19 : proceedings of the 1st ACM Workshop on Technologies, mOdels, and Protocols for Cooperative Connected Cars : July 2, 2019, Catania, Italy (S. 25-30). , ACM: New York, NY.
Krupitzer, C., Drechsel, G., Mateja, D., Pollkäsener, A., Schrage, F., Sturm, T., Tomasovic, A. and Becker, C. (2018). Using spreadsheet-defined rules for reasoning in self-adaptive systems. In , 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018 : Athens, Greece, March 19-23, 2018 (S. 289-294). , IEEE Computer Society: Piscataway, NJ.
Krupitzer, C., Pfannemüller, M., Kaddour, J. and Becker, C. (2018). SATISFy: Towards a self-learning analyzer for time series forecasting in self-improving systems. In , 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems -FAS*W 2018- : Trento, Italy, September 3-7, 2018 : proceedings (S. 182-189). , IEEE Computer Society: Piscataway, NJ [u.a.].
Krupitzer, C., Segata, M., Breitbach, M., El-Tawab, S., Tomforde, S. and Becker, C. (2018). Towards infrastructure-aided self-organized hybrid platooning. In , 2018 IEEE Global Conference on Internet of Things (GCIoT) (S. 1-6). , IEEE: Piscataway, NJ.
Krupitzer, C., Sztyler, T., Edinger, J., Breitbach, M., Stuckenschmidt, H. and Becker, C. (2018). Hips do lie! A position-aware mobile fall detection system. In , 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) : Athens, Greece, March 19-23, 2018 (S. 1-10). , IEEE Computer Society: Piscataway, NJ.
Arias-Cabarcos, P. and Krupitzer, C. (2017). On the design of distributed adaptive authentication systems. In , Proceedings of SOUPS 2017, Thirteenth Symposium on Usable Privacy and Security : July 12-14, 2017, Santa Clara, CA, USA (S. 1-5). , USENIX Association: Berkeley, CA.
Edinger, J., Schäfer, D., Krupitzer, C., Raychoudhury, V. and Becker, C. (2017). Fault-avoidance strategies for context-aware schedulers in pervasive computing systems. In , 2017 IEEE International Conference on Pervasive Computing and Communications, PerCom 2017, Kona, Big Island, HI, USA, March 13-17, 2017 (S. 79-88). , IEEE: New York, NY.
Krupitzer, C., Breitbach, M., Saal, J., Becker, C., Segata, M. and Cigno, R. L. (2017). RoCoSys : a framework for coordination of mobile IoT devices. In , 2017 IEEE International Conference on Pervasive Computing and Communications, PerCom 2017, Kona, Big Island, HI, USA, March 13-17, 2017 (S. 485-490). , IEEE: New York, NY.
Krupitzer, C., Otto, J., Roth, F. M., Frömmgen, A. and Becker, C. (2017). Adding self-improvement to an autonomic traffic management system. In , ICAC 2017 : 2017 IEEE International Conference on Autonomic Computing : proceedings : 17–21 July 2017, Columbus, Ohio (S. 209-214). , IEEE: Piscataway, NJ.
Naber, J., Krupitzer, C. and Becker, C. (2017). Transferring an interactive display service to the virtual reality. In , 2017 IEEE International Conference on Smart Computing (SMARTCOMP) : Hong Kong, China, 29–31 May 2017 (S. 1-8). , IEEE: Piscataway, NJ.
Pfannemüller, M., Krupitzer, C., Weckesser, M. and Becker, C. (2017). A dynamic software product line approach for adaptation planning in autonomic computing systems. In , 2017 IEEE International Conference on Autonomic Computing : Columbus, OH, USA, July 17-21, 2017; proceedings (S. 247-254). , IEEE: Piscataway, NJ [u.a.].
Krupitzer, C., Roth, F. M., Becker, C., Weckesser, M., Lochau, M. and Schürr, A. (2016). FESAS IDE: an integrated development environment for Autonomic Computing. In , 2016 IEEE International Conference on Autonomic Computing : 18–22 July 2016, Würzburg, Germany : proceedings (S. 15-24). , IEEE: Piscataway, NJ.
Krupitzer, C., Roth, F. M., Pfannemüller, M. and Becker, C. (2016). Comparison of approaches for self-improvement in self-adaptive systems. In , 2016 IEEE International Conference on Autonomic Computing : 18–22 July 2016, Würzburg, Germany : proceedings (S. 308-314). , IEEE: Piscataway, NJ.
Krupitzer, C., Roth, F. M., VanSyckel, S. and Becker, C. (2015). Towards reusability in autonomic computing. In , 2015 IEEE International Conference on Autonomic Computing (ICAC 2015) : Grenoble, France, 7 – 10 July 2015 (S. 115-120). , IEEE Computer Society: Los Alamitos, CA [u.a.].
Roth, F. M., Krupitzer, C. and Becker, C. (2015). Runtime evolution of the adaptation logic in self-adaptive systems. In , 2015 IEEE International Conference on Autonomic Computing (ICAC 2015) : Grenoble, France, 7 – 10 July 2015 (S. 141-142). , IEEE Computer Society: Los Alamitos, CA [u.a.].
Edinger, J., VanSyckel, S., Krupitzer, C., Paluska, J. M. and Becker, C. (2014). Developing a QoS-based Tasklet Trading System. In , 2014 IEEE International Conference on Pervasive Computing and Communication workshops (PerCom workshops 2014) : Budapest, Hungary, 24 – 28 March 2014 (S. 413-418). , IEEE: Piscataway, NJ.
Roth, F. M., Krupitzer, C., VanSyckel, S. and Becker, C. (2014). Nature-Inspired Interference Management in Smart Peer Groups. In , 2014 International Conference on Intelligent Environments (, 30 June – 4 July 2014 (S. 132-139). , IEEE: Piscataway, NJ.
Krupitzer, C. (2013). FESAS: A Framework for Engineering Self-Adaptive Systems. In , Proceedings of the First Organic Computing Doctoral Dissertation Colloquium (OC-DDC'13) : Augsburg, Germany (S. 16-19). Reports / Technische Berichte, Univ., Fak. für Angewandte Informatik: Augsburg.
Krupitzer, C., VanSyckel, S. and Becker, C. (2013). FESAS: Towards a Framework for Engineering Self-Adaptive Systems. In , 2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems (S. 263-264). IEEE International Conference on Self-Adaptive and Self-Organizing Systems : SASO ... proceedings, Conference Pub. Services, IEEE Computer Soc.: Los Alamitos, Calif..
Majuntke, V., VanSyckel, S., Schäfer, D., Krupitzer, C., Schiele, G. and Becker, C. (2013). COMITY: Coordinated application adaptation in multi-platform pervasive systems. In , 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom) (S. 11-19). , IEEE: Piscataway, NJ.

Krupitzer, C., Breitbach, M., Roth, F. M., VanSyckel, S., Schiele, G. and Becker, C. (2018). A survey on engineering approaches for self-adaptive systems (extended version). Mannheim.
Krupitzer, C., Pfannemüller, M., Voss, V. and Becker, C. (2018). Comparison of approaches for developing self-adaptive systems. Mannheim: Information Systems II, Universität Mannheim.
Krupitzer, C., Roth, F. M., Pfannemüller, M. and Becker, C. (2017). Comparison of approaches for self-improvement in self-adaptive systems (extended version). Mannheim.

Publications

Workshop Items

Breitbach, M., Edinger, J., Kaupmees, S., Trötsch, H., Krupitzer, C. and Becker, C. (2021). Artifact: Voltaire: precise energy-aware code offloading decisions with machine learning. 19th IEEE International Conference on Pervasive Computing and CommunicationsWorkshops and other Affiliated Events, PerCom Workshops 2021, Kassel,Germany, March 22-26, 2021, .

Conference Items

Breitbach, M., Edinger, J., Kaupmees, S., Trötsch, H., Krupitzer, C. and Becker, C. (2021). Voltaire: precise energy-aware code offloading decisions with machine learning. In , 19th IEEE International Conference on Pervasive Computing and Communications, PerCom 2021, Kassel, Germany, March 22-26, 2021 (S. 1-10). , IEEE: Kassel.
Pernpeintner, M. (2021). Self-learning governance of competitive multi-agent systems. In , Organic Computing : Doctoral Dissertation Colloquium 2020 (S. 47-63). Intelligent Embedded Systems, Kassel University Press: Kassel.
Pfannemüller, M., Breitbach, M., Krupitzer, C., Becker, C. and Schürr, A. (2020). Enhancing a communication system with adaptive behavior using REACT. In , 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (S. 228-229). , IEEE: Piscataway, NJ.
Pfannemüller, M., Breitbach, M., Krupitzer, C., Weckesser, M., Becker, C., Schmerl, B. and Schürr, A. (2020). REACT: A model-based runtime environment for adapting communication systems. In , 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (S. 65-74). , IEEE: Piscataway, NJ.
Brinkschulte, M., Becker, C. and Krupitzer, C. (2019). Towards a QoS-aware cyber physical networking middleware architecture. In , MISE '19 : Proceedings of the 1st International Workshop on Middleware for Lightweight, Spontaneous Environments, Davis, CA, USA – December 09 – 13, 2019 (S. 7-12). , ACM: New York, NY.
Edinger, J., Hofmann, A., Wachner, A., Becker, C., Raychoudhury, V. and Krupitzer, C. (2019). WheelShare: Crowd-sensed surface classification for accessible routing. In , 2019 IEEE International Conference on Pervasive Computing and Communications workshops (PerCom workshops) : took place 11–15 March 2019 in Kyoto, Japan (S. 584-589). , IEEE: Piscataway, NJ.
Herrnleben, S., Pfannemüller, M., Krupitzer, C., Kounev, S., Segata, M., Fastnacht, F. and Nigmann, M. (2019). Towards adaptive car-to-cloud communication. In , 2019 IEEE International Conference on Pervasive Computing and Communications workshops (PerCom workshops) : took place 11–15 March 2019 in Kyoto, Japan (S. 119-124). , IEEE: Piscataway, NJ.
Krupitzer, C., Lesch, V., Pfannemüller, M., Becker, C. and Segata, M. (2019). A modular simulation framework for analyzing platooning coordination. In , TOP-Cars '19 : proceedings of the 1st ACM Workshop on Technologies, mOdels, and Protocols for Cooperative Connected Cars : July 2, 2019, Catania, Italy (S. 25-30). , ACM: New York, NY.
Krupitzer, C., Drechsel, G., Mateja, D., Pollkäsener, A., Schrage, F., Sturm, T., Tomasovic, A. and Becker, C. (2018). Using spreadsheet-defined rules for reasoning in self-adaptive systems. In , 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018 : Athens, Greece, March 19-23, 2018 (S. 289-294). , IEEE Computer Society: Piscataway, NJ.
Krupitzer, C., Pfannemüller, M., Kaddour, J. and Becker, C. (2018). SATISFy: Towards a self-learning analyzer for time series forecasting in self-improving systems. In , 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems -FAS*W 2018- : Trento, Italy, September 3-7, 2018 : proceedings (S. 182-189). , IEEE Computer Society: Piscataway, NJ [u.a.].
Krupitzer, C., Segata, M., Breitbach, M., El-Tawab, S., Tomforde, S. and Becker, C. (2018). Towards infrastructure-aided self-organized hybrid platooning. In , 2018 IEEE Global Conference on Internet of Things (GCIoT) (S. 1-6). , IEEE: Piscataway, NJ.
Krupitzer, C., Sztyler, T., Edinger, J., Breitbach, M., Stuckenschmidt, H. and Becker, C. (2018). Hips do lie! A position-aware mobile fall detection system. In , 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) : Athens, Greece, March 19-23, 2018 (S. 1-10). , IEEE Computer Society: Piscataway, NJ.
Arias-Cabarcos, P. and Krupitzer, C. (2017). On the design of distributed adaptive authentication systems. In , Proceedings of SOUPS 2017, Thirteenth Symposium on Usable Privacy and Security : July 12-14, 2017, Santa Clara, CA, USA (S. 1-5). , USENIX Association: Berkeley, CA.
Edinger, J., Schäfer, D., Krupitzer, C., Raychoudhury, V. and Becker, C. (2017). Fault-avoidance strategies for context-aware schedulers in pervasive computing systems. In , 2017 IEEE International Conference on Pervasive Computing and Communications, PerCom 2017, Kona, Big Island, HI, USA, March 13-17, 2017 (S. 79-88). , IEEE: New York, NY.
Krupitzer, C., Breitbach, M., Saal, J., Becker, C., Segata, M. and Cigno, R. L. (2017). RoCoSys : a framework for coordination of mobile IoT devices. In , 2017 IEEE International Conference on Pervasive Computing and Communications, PerCom 2017, Kona, Big Island, HI, USA, March 13-17, 2017 (S. 485-490). , IEEE: New York, NY.
Krupitzer, C., Otto, J., Roth, F. M., Frömmgen, A. and Becker, C. (2017). Adding self-improvement to an autonomic traffic management system. In , ICAC 2017 : 2017 IEEE International Conference on Autonomic Computing : proceedings : 17–21 July 2017, Columbus, Ohio (S. 209-214). , IEEE: Piscataway, NJ.
Naber, J., Krupitzer, C. and Becker, C. (2017). Transferring an interactive display service to the virtual reality. In , 2017 IEEE International Conference on Smart Computing (SMARTCOMP) : Hong Kong, China, 29–31 May 2017 (S. 1-8). , IEEE: Piscataway, NJ.
Pfannemüller, M., Krupitzer, C., Weckesser, M. and Becker, C. (2017). A dynamic software product line approach for adaptation planning in autonomic computing systems. In , 2017 IEEE International Conference on Autonomic Computing : Columbus, OH, USA, July 17-21, 2017; proceedings (S. 247-254). , IEEE: Piscataway, NJ [u.a.].
Krupitzer, C., Roth, F. M., Becker, C., Weckesser, M., Lochau, M. and Schürr, A. (2016). FESAS IDE: an integrated development environment for Autonomic Computing. In , 2016 IEEE International Conference on Autonomic Computing : 18–22 July 2016, Würzburg, Germany : proceedings (S. 15-24). , IEEE: Piscataway, NJ.
Krupitzer, C., Roth, F. M., Pfannemüller, M. and Becker, C. (2016). Comparison of approaches for self-improvement in self-adaptive systems. In , 2016 IEEE International Conference on Autonomic Computing : 18–22 July 2016, Würzburg, Germany : proceedings (S. 308-314). , IEEE: Piscataway, NJ.
Krupitzer, C., Roth, F. M., VanSyckel, S. and Becker, C. (2015). Towards reusability in autonomic computing. In , 2015 IEEE International Conference on Autonomic Computing (ICAC 2015) : Grenoble, France, 7 – 10 July 2015 (S. 115-120). , IEEE Computer Society: Los Alamitos, CA [u.a.].
Roth, F. M., Krupitzer, C. and Becker, C. (2015). Runtime evolution of the adaptation logic in self-adaptive systems. In , 2015 IEEE International Conference on Autonomic Computing (ICAC 2015) : Grenoble, France, 7 – 10 July 2015 (S. 141-142). , IEEE Computer Society: Los Alamitos, CA [u.a.].
Edinger, J., VanSyckel, S., Krupitzer, C., Paluska, J. M. and Becker, C. (2014). Developing a QoS-based Tasklet Trading System. In , 2014 IEEE International Conference on Pervasive Computing and Communication workshops (PerCom workshops 2014) : Budapest, Hungary, 24 – 28 March 2014 (S. 413-418). , IEEE: Piscataway, NJ.
Roth, F. M., Krupitzer, C., VanSyckel, S. and Becker, C. (2014). Nature-Inspired Interference Management in Smart Peer Groups. In , 2014 International Conference on Intelligent Environments (, 30 June – 4 July 2014 (S. 132-139). , IEEE: Piscataway, NJ.
Krupitzer, C. (2013). FESAS: A Framework for Engineering Self-Adaptive Systems. In , Proceedings of the First Organic Computing Doctoral Dissertation Colloquium (OC-DDC'13) : Augsburg, Germany (S. 16-19). Reports / Technische Berichte, Univ., Fak. für Angewandte Informatik: Augsburg.
Krupitzer, C., VanSyckel, S. and Becker, C. (2013). FESAS: Towards a Framework for Engineering Self-Adaptive Systems. In , 2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems (S. 263-264). IEEE International Conference on Self-Adaptive and Self-Organizing Systems : SASO ... proceedings, Conference Pub. Services, IEEE Computer Soc.: Los Alamitos, Calif..
Majuntke, V., VanSyckel, S., Schäfer, D., Krupitzer, C., Schiele, G. and Becker, C. (2013). COMITY: Coordinated application adaptation in multi-platform pervasive systems. In , 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom) (S. 11-19). , IEEE: Piscataway, NJ.

Articles

Sturm, T., Krupitzer, C., Segata, M. and Becker, C. (2020). A taxonomy of optimization factors for platooning. IEEE Transactions on Intelligent Transportation Systems, 1-18.
Arias-Cabarcos, P., Krupitzer, C. and Becker, C. (2019). A survey on adaptive authentication. ACM Computing Surveys : CSUR, 52, Article 80.
Krupitzer, C., Sztyler, T., Edinger, J., Breitbach, M., Stuckenschmidt, H. and Becker, C. (2019). Beyond position-awareness – extending a self-adaptive fall detection system. Pervasive and Mobile Computing, 58, Article 101026.
Krupitzer, C., Roth, F. M., VanSyckel, S., Schiele, G. and Becker, C. (2015). A survey on engineering approaches for self-adaptive systems. Pervasive and Mobile Computing, 17, 184-206.
VanSyckel, S., Schäfer, D., Majuntke, V., Krupitzer, C., Schiele, G. and Becker, C. (2014). COMITY: A framework for adaptation coordination in multi-platform pervasive systems. Pervasive and Mobile Computing, 10, 51-65.

Dissertation

Krupitzer, C. (2018). A framework for engineering reusable self-adaptive systems. Dissertation, . Mannheim.

Research Papers

Krupitzer, C., Breitbach, M., Roth, F. M., VanSyckel, S., Schiele, G. and Becker, C. (2018). A survey on engineering approaches for self-adaptive systems (extended version). Mannheim.
Krupitzer, C., Pfannemüller, M., Voss, V. and Becker, C. (2018). Comparison of approaches for developing self-adaptive systems. Mannheim: Information Systems II, Universität Mannheim.
Krupitzer, C., Roth, F. M., Pfannemüller, M. and Becker, C. (2017). Comparison of approaches for self-improvement in self-adaptive systems (extended version). Mannheim.

Conference Presentations

Krupitzer, C. (2013). A Framework for Engineering Self-Adaptive Systems. PhD Forum at International Conference on Autonomic Computing, San Jose, CA.

[BibTex]

Awards and Grants

DAAD IPID4all Grant for International Summer School on Smart Cars (IS3C)
Julius-Paul-Stiegler-Memorial-Foundation Grant for ICAC 2015
DAAD Travel Grant (DAAD Kongressreisenprogramm) for PerCom 2018
IEEE CS TCPP & TCCC Travel Grant for PerCom 2018
Best Paper Nominee PerCom 2018