Prof. Dr.-Ing. Carsten Franke
Fakultaet 09
Raum: R 3.070
Adresse: 80335 MÜNCHEN, Lothstr. 64
T +49 89 1265-3925
F +49 89 1265-3902
Details
- Fach- und Aufgabenbereiche
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Lehrgebiete Bachelor:
- Grundlagen der Informatik
- Datenbanken in Technik und Wirtschaft
- Informationssysteme
- Prozess- und Datenmodellierung
Lehrgebiete Master:
- AI in Python
- Cloud Technologies
- Evaluation of IT Trends
- Scheduling: Probleme und deren Lösung
Forschungsschwerpunkte:
- Datenmodellierung
- Internet of Things
- Cloud-, Fog,- Edge-Computing
- (Mehr-kriterielle) Scheduling-Algorithmen
- Künstliche Intelligenz
Weitere Informationen
| Publikationen Carsten Franke (Geburtsname: Ernemann): |
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| Raphael Eidenbenz, Carsten Franke, Mats Larsson, Alexandru Moga, Thanikesavan Sivanthi. “Parallel Real-time Simulation on Commodity Hardware with Reusable Power System Models”, 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 1-9, September 2021, Valencia, Spain. |
| Raphael Eidenbenz, Carsten Franke, Thanikesavan Sivanthi, Sandro Schönborn. „Boosting Exploratory Testing of Industrial Automation Systems with AI“, 14th IEEE Conference on Software Testing, Verification and Validation (ICST), 326-371, April 2021, Porto de Galinhas, Brazil. |
| Julius Rückert, Andreas Burger, Heiko Koziolek, Thanikesavan Sivanthi, Alexandru Moga, Carsten Franke. „Architectural Decision Forces at Work: Experiences in an Industrial Consultancy Setting“, 27th ACM Joint European Software Engineering Conf. and Symp. on the Foundations of Software Engineering (ESEC/FSE), 996 –1005, August 2019, Tallinn, Estonia. |
| Ahmet Caner Yüzügüler, Alexandru Moga, Carsten Franke. „Towards Commoditizing Simulations of System Models Using Recurrent Neural Networks“, IEEE Int. Conf. on Communications, Control, and Computing Technologies for Smart Grids, Oktober, 2018, Aalborg, Denmark. |
| Thanikesavan Sivanthi, Alexandru Moga, Raphael Eidenbenz, Carsten Franke. „A Model-Driven Engineering Approach for Validation of Power System Automation Solutions“, IEEE Int. Conf. on Emerging Technologies and Factory Automation, September, 2018, Torino, Italy. |
| Qin Wang, Sandro Schönborn, Yvonne-Anne Pignolet, Theo Widmer, Carsten Franke. „Substation Signal Matching with a Bagged Token Classifier“, Int. Conf. on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) 2018, Montreal, Kanada. |
| Kai Zhu, Zhuo Cui, Yabo Wang, Hailong Li, Xiaojing Zhang, and Carsten Franke. „Estimating the maximum energy-saving potential based on IT load and IT load shifting“, Energy (138), Elsevier, pages 902 - 909, November 2017. |
| Raphael Eidenbenz, Alexandru Moga, Carsten Franke, Thanikesavan Sivanthi. „MARS: A flexible real-time streaming platform for testing automation systems“, Proceedings of the 2017 Design, Automation & Test in Europe Conference & Exhibition (DATE), Lausanne, Switzerland, March 2017. |
| Alexandru Moga, Carsten Franke, Thanikesavan Sivanthi. „OS-Level Virtualization for Industrial Automation Systems: Are we there yet?“, Proceedings of the 31st Annual ACM Symposium on Applied Computing (SAC 2016), Pisa, Italy, April 2016. |
| Michael Wahler, Raphael Eidenbenz, Carsten Franke, Yvonne-Anne Pignolet. „Migrating Legacy Control Software to Multi-core Hardware.“, International Conference on Software Maintenance and Evolution (ICSME), Bremen, Germany, September 2015. |
| Adamantios Marinakis, Carsten Franke, Mats Larsson. „Evolution Strategy-tuned Support Vector Machine-based Classification of Inter-area Oscillations“., Proceedings of Power System Computational Conference (PSCC14), Wroclaw, Poland, August 2014. |
| Shrikant Bhat, Carsten Franke, Lennart Merkert, Naveen Bhutani. „Keeping it cool“., ABB Review 13(4), pages 53-57, ABB, December 2013. |
| Yan Zhang, Carsten Franke, Jan Poland, Silvia Mastellone. „Optimal Power Dispatch for Wind Farm Control Considering Wake Effects“., Proceedings of International Workshop on Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants, London, UK, October 2013. |
| Carsten Franke, Tatjana Kostic, Stephan Kautsch, Britta Buchholz, Adam Slupinski. „Head Smart“., ABB Review 13(3), pages 44-46, ABB, September 2013. |
| Sleman Saliba, Michael Hamilton, and Carsten Franke. „Workforce Scheduling“., ABB Review 12(4), pages 26-27, ABB, December 2012. |
| Adrian Timbus, Carsten Franke, Cosmin Banceanu, Iulian Vranceanu, Remus Teodorescu and Andrzej Adamczyk. „Investigating the Benefits of Loss Minimization in Wind Farms by Optimal Control“., Proceedings of the 11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants, Lisbon, Portugal, November 2012. |
| Carsten Franke, Tatjana Kostic, Klaus von Sengbusch, and Ivelina Stoyanova. „On the necessary information exchange and coordination in distribution smart grids experience from the MeRegio pilot“., Proceedings of the Cigrè International Symposium on The Electric Power System Of The Future - Integrating supergrids and microgrids, Bolgona, Italy, September 2011. |
| Carsten Franke, Adrian Timbus, Tobias Thurnherr, and Mauro Monge. „Coordinated active and reactive power control of wind farms“., Proceedings of the European Wind Energy Conference and Exhibition 2011 (EWEC 2011), Brussels, March 2011. |
| Carsten Franke and Joachim Lepping and Uwe Schwiegelshohn. „Greedy Scheduling with Custom-made Objectives“., Annals of Operations Research 180(1), pages 145-164, Springer, November 2010. |
| Adrian Timbus, Mats Larsson, Carsten Franke, Vladimir Brandwajn, and Khosrow Moslehi. „Extension of Contingency Analysis to Wind Power“., Proceedings of the 9th International Workshop on Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants, Quebec, Candada, October 2010. |
| Adrian Timbus, Carsten Franke, Mats Larsson, and Jan O. Eriksson. „Integration of Wind Power in Reserve Calculation and Monitoring“., Proceedings of the 9th International Workshop on Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants, Quebec, Candada, October 2010. |
| Carsten Franke, Cherry Yuen, and Julien Varziela. „On the Modeling of Pseudo-Measurements for distribution Network applications“., Proceedings of the PowerGrid European Conference 2010 (PowerGrid 2010), Amsterdam, June 2010. |
| Carsten Franke, Arian Timbus and Mats Larsson. „Extension of Contingency Analysis to Wind Power“., Proceedings of the European Wind Energy Conference and Exhibition 2010 (EWEC 2010), Warsaw, April 2010. |
| Carsten Franke, Mathias Fritzsche, and Sergio Pacheco-Sanchez. „Self-adaptive model-based performance management in industrial data centers“., Proceedings of the 7th IEEE Conference and Workshop on Engineering of Autonomic and Autonomous Systems (EASe 2010), Oxford, pages 33--32, IEEE Computer Society, March 2010. |
| Carsten Franke and Philip Robinson. „Autonomic Provisioning of Hosted Applications with Level of Isolation Terms“., Proceedings of the Fifth IEEE International Workshop on Engineering of Autonomic and Autonomous Systems (EASE08), Belfast, pages 131--142, IEEE Computer Society, March 2008. |
| Carsten Franke and Frank Hoffmann and Joachim Lepping and Uwe Schwiegelshohn. „Development of Scheduling Strategies with Genetic Fuzzy Systems“., Applied Soft Computing Journal 8(1), pages 706-721, Elsevier, January 2008. |
| Carsten Franke, Joachim Lepping, and Uwe Schwiegelshohn. „Genetic Fuzzy Systems applied to Online Job Scheduling“., Proceedings of the 2007 IEEE International Conference on Fuzzy Systems, London, pages 1573--1578, IEEE Press, June 2007. |
| Carsten Franke, Adolf Hohl, Philip Robinson, and Bernd Scheuermann. „On Business Grid Demands and Approaches“., Proceedings of the 4th International Workshop on Grid Economics and Business Models (GECON 2007), Rennes, France, pages 124--135, Lecture Notes of Computer Science 4685, Springer, September 2007. |
| Erica Y. Yang, Brian Matthews, Amit Lakhani, Yvon Jegou, Christine Morin, Oscar David Sanchez, Carsten Franke, Philip Robinson, Adolf Hohl, Bernd Scheuermann, Daniel Vladusic, Haiyan Yu, An Qin, Rubao Lee, Erich Focht and Massimo Coppola. „Virtual Organization Management in XtreemOS: An Overview“., Proceedings of the CoreGRID Symposium 2007 (CoreGRID 2007), Rennes, France, pages 73--82, Springer August 2007. |
| Carsten Franke, Wolfgang Theilmann, Yi Zhang, and Roy Sterritt. „Towards the Autonomic Business Grid“., Proceedings of the Fourth IEEE International Workshop on Engineering of Autonomic and Autonomous Systems (EASE07), London, pages 107--112, IEEE Computer Society, March 2007. |
| Carsten Franke, Joachim Lepping, and Uwe Schwiegelshohn. „Greedy Scheduling with Complex Objectives“., Proceedings of the 2007 IEEE Symposium Series in Computational Intelligence, pages 113--120, IEEE Press, January 2007 |
| Carsten Franke, Joachim Lepping and Uwe Schwiegelshohn. „On Advantages of Scheduling using Genetic Fuzzy Systems“. Eitan Frachtenberg and Uwe Schwiegelshohn, editors, Proceedings of the 12th Job Scheduling Strategies for Parallel Processing, volume 4376 of Lecture Notes in Computer Science, pages 68--93. Springer, January 2007. |
| Alexandru Iosup, Dick H.J. Epema, Carsten Franke, Alexander Papaspyrou, LarsSchley, Baiyi Song, and Ramin Yahyapour. „On Modeling Synthetic Workloads for Grid Performance Evaluation“. Eitan Frachtenberg and Uwe Schwiegelshohn, editors, Proceedings of the 12th Job Scheduling Strategies for Parallel Processing, volume 4376 of Lecture Notes in Computer Science, pages 232--255. Springer, January 2007 |
| Baiyi Song, Carsten Ernemann, and Ramin Yahyapour. „User Group-based Workload Analysis and Modeling“. In Proceedings of the International Symposium on Cluster Computing and the Grid (CCGRID2005). pp.374-379, IEEE Computer Society, 2005, (CD-ROM). |
| Carsten Ernemann, Volker Hamscher, and Ramin Yahyapour. „Benefits of Global Grid Computing for Job Scheduling“. In Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing, in Conjunction with SuperComputing, pages 374-379. IEEE Computer Society, November 2004. |
| Baiyi Song, Carsten Ernemann, and Ramin Yahyapour. „Parallel Computer Workload Modeling with Markov Chains“. In Dror G. Feitelson, Larry Rudolph, and Uwe Schwiegelshohn, editors, Proceedings of the 10th Job Scheduling Strategies for Parallel Processing, volume 3277 of Lecture Notes in Computer Science, pages 47-62. Springer, October 2004. |
| Carsten Ernemann, Martin Krogmann, Joachim Lepping, and Ramin Yahyapour. „Scheduling on the Top 50 Machines“. In Dror G. Feitelson, Larry Rudolph, and Uwe Schwiegelshohn, editors, Proceedings of the 10th Job Scheduling Strategies for Parallel Processing, volume 3277 of Lecture Notes in Computer Science, pages 17-46. Springer, October 2004. |
| Baiyi Song, Carsten Ernemann, and Ramin Yahyapour. „Modeling of parameters in supercomputer workloads“. In Proceedings of the Workshop on Parallel Systems and Algorithms (PASA) in conjunction with ARCS 2004: Organic and Pervasive Computing, Augsburg 26th of March 2004, volume P-41 of Lecture Notes in Informatics, pages 400-409. Gesellschaft für Informatik, Bonn, Köllen Druck+Verlag GmbH Bonn, March 2004. |
| Carsten Ernemann and Ramin Yahyapour. „Grid Resource Management - State of the Art and Future Trends“, chapter "Applying Economic Scheduling Methods to Grid Environments", pages 491-506. Kluwer Academic Publishers, 2003. |
| Carsten Ernemann, Baiyi Song, and Ramin Yahyapour. „Scaling of Workload Traces“. In Dror G. Feitelson, Larry Rudolph, and Uwe Schwiegelshohn, editors, Proceedings of the 9th Job Scheduling Strategies for Parallel Processing, volume 2862 of Lecture Notes in Computer Science, pages 166-183. Springer, October 2003. |
| Carsten Ernemann, Volker Hamscher, Uwe Schwiegelshohn, Achim Streit, and Ramin Yahyapour. „Enhanced Algorithms for Multi-Site Scheduling“. In Proceedings of the 3rd International Workshop on Grid Computing, Baltimore, volume 2536 of Lecture Notes in Computer Science, pages 219-231. Springer, 2002. |
| Carsten Ernemann, Volker Hamscher, and Ramin Yahyapour. „Economic Scheduling in Grid Computing“. In Dror G. Feitelson, Larry Rudolph, and Uwe Schwiegelshohn, editors, Proceedings of the 8th Job Scheduling Strategies for Parallel Processing, volume 2537 of Lecture Notes in Computer Science, pages 128-152. Springer, 2002. |
| Carsten Ernemann, Volker Hamscher, Achim Streit, and Ramin Yahyapour. „On Effects of Machine Configurations on Parallel Job Scheduling in Computational Grids“. In Proceedings of the 6th Workshop Parallele Systeme und Algorithmen (PASA) in conjunction with the International Conference on Architecture of Computing Systems, ARCS, pages 169-179, Karlsruhe, April 2002. VDE. |
| Carsten Ernemann, Volker Hamscher, Uwe Schwiegelshohn, Achim Streit, and Ramin Yahyapour. „On Advantages of Grid Computing for Parallel Job Scheduling“. In Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID2002), pages 39-46, Berlin, May 2002. IEEE Press. |
| Patente Carsten Franke |
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| C. Franke, T. Locher, Y.-A. Pignolet: „Decentralized Marketplace for Energy Forecasting and Scheduling “, 2019 |
| C. Franke, T. Sivanthi, A. Moga, R. Eidenbenz : Method and System for Determining System Settings for an Industrial System, 2018 |
| C. Franke, E. Ferranti, T. Locher, Y.-A. Pignolet, S. Schönborn „Long-term time series storage and profile management“, 2018 |
| C. Franke, T. Locher, S. Obermeier, Y.-A. Pignolet „Verifiable Analytics Marketplace with (Privacy-Preserving) Smart Contracts“, 2018 |
| C. Franke, Y.-A. Pignolet, T. Locher, T. Widmer „Privacy-Preserving Log Analysis“, 2017 |
| T. Sivanthi, C. Franke, M. Wahler, L. Thrybom, A. Moga „Managing runtime execution and operation of substation functions“, 2015 |
| Y. Zhang, J. Poland, A. Timbus, C. Franke, K. Kulkarni, S. Mastellone „Wind Farm Inertia Response“, 2015 |
| C. Franke, K. Kulkarni, A. Timbus, J. Poland, S. Mastellone, Y. Zhang „Optimal Wind Farm Operation“, 2014 |
| C. Franke, A. Timbus, M. Zima, „Wind Farm Management with simultaneous optimization of maintenance and operation“, 2014 |
| A. Chassein, C. Franke, I. Harjunkoski, S. Saliba, „Method and system for improving route assignment performance“, 2014 |
| C. Franke, I. Harjunkoski, S. Saliba, „System and method for automatic allocation of mobile resources to tasks”, 2012 |
| C. Franke, G. Beccuti, „Stochastic Unit Commitment for Wind Generation“, 2011 |
| C. Franke, A. Timbus, M. Larsson, V. Brandwajn, „Wind power contingency definitions based on wind information“, 2010 |
| M. Larsson, A. Timbus, C. Franke, J. Naccarino, „Representation of Wind Power Generation in Contingency Analysis“, 2009 |
| P. Robinson, C. Franke, US-Patent „Autonomic provisioning of hosted applications with Level of isolation terms“, 2008 |
| C. Franke, „Multi-Objective Allocation of Computational Jobs in Client-Server or Hosting Environments“, 2007 |