[{"status":"public","date_created":"2021-10-04T08:13:03Z","volume":8273,"author":[{"full_name":"Khaluf, Yara","first_name":"Yara","last_name":"Khaluf"},{"full_name":"Birattari, Mauro","first_name":"Mauro","last_name":"Birattari"},{"full_name":"Rammig, Franz-Josef","first_name":"Franz-Josef","last_name":"Rammig"}],"publisher":"Springer","department":[{"_id":"672"}],"publication":"Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013","user_id":"21240","title":"Probabilistic Analysis of Long-term Swarm Performance under Spatial Interferences","language":[{"iso":"eng"}],"type":"conference","citation":{"short":"Y. Khaluf, M. Birattari, F.-J. Rammig, in: Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013, Springer, 2013.","ieee":"Y. Khaluf, M. Birattari, and F.-J. Rammig, “Probabilistic Analysis of Long-term Swarm Performance under Spatial Interferences,” in Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013, Cáceres, Spain, 3. - 5. Dez. 2013, 2013, vol. 8273.","chicago":"Khaluf, Yara, Mauro Birattari, and Franz-Josef Rammig. “Probabilistic Analysis of Long-Term Swarm Performance under Spatial Interferences.” In Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013, Vol. 8273. Theory and Practice of Natural Computing, Nr. 8273. Springer, 2013.","apa":"Khaluf, Y., Birattari, M., & Rammig, F.-J. (2013). Probabilistic Analysis of Long-term Swarm Performance under Spatial Interferences. Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013, 8273.","ama":"Khaluf Y, Birattari M, Rammig F-J. Probabilistic Analysis of Long-term Swarm Performance under Spatial Interferences. In: Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013. Vol 8273. Theory and Practice of Natural Computing, Nr. 8273. Springer; 2013.","bibtex":"@inproceedings{Khaluf_Birattari_Rammig_2013, series={Theory and Practice of Natural Computing, Nr. 8273}, title={Probabilistic Analysis of Long-term Swarm Performance under Spatial Interferences}, volume={8273}, booktitle={Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013}, publisher={Springer}, author={Khaluf, Yara and Birattari, Mauro and Rammig, Franz-Josef}, year={2013}, collection={Theory and Practice of Natural Computing, Nr. 8273} }","mla":"Khaluf, Yara, et al. “Probabilistic Analysis of Long-Term Swarm Performance under Spatial Interferences.” Theory and Practice of Natural Computing, Nr. 8273, 2nd International Conference on the Theory and Practice of Natural Computing, TPNC 2013, vol. 8273, Springer, 2013."},"year":"2013","series_title":"Theory and Practice of Natural Computing, Nr. 8273","_id":"25269","intvolume":" 8273","date_updated":"2022-01-06T06:56:57Z","conference":{"location":"Cáceres, Spain, 3. - 5. Dez. 2013"}},{"language":[{"iso":"eng"}],"type":"conference","year":"2013","citation":{"ieee":"M. tech. M. M. Joy, W. Müller, and F.-J. Rammig, “Early Phase Memory Leak Detection in Embedded Software Designs with Virtual Memory Management Model,” 2013.","short":"M. tech. M.M. Joy, W. Müller, F.-J. Rammig, in: Proceedings of AVICPS 2013, Dez. 2013 IEEE Computer Society, Linköping University Electronic Press, 2013.","mla":"Joy, M. tech. Mabel Mary, et al. “Early Phase Memory Leak Detection in Embedded Software Designs with Virtual Memory Management Model.” Proceedings of AVICPS 2013, Dez. 2013 IEEE Computer Society, Linköping University Electronic Press, 2013.","bibtex":"@inproceedings{Joy_Müller_Rammig_2013, title={Early Phase Memory Leak Detection in Embedded Software Designs with Virtual Memory Management Model}, booktitle={Proceedings of AVICPS 2013, Dez. 2013 IEEE Computer Society,}, publisher={Linköping University Electronic Press}, author={Joy, M. tech. Mabel Mary and Müller, Wolfgang and Rammig, Franz-Josef}, year={2013} }","apa":"Joy, M. tech. M. M., Müller, W., & Rammig, F.-J. (2013). Early Phase Memory Leak Detection in Embedded Software Designs with Virtual Memory Management Model. Proceedings of AVICPS 2013, Dez. 2013 IEEE Computer Society,.","ama":"Joy M tech. MM, Müller W, Rammig F-J. Early Phase Memory Leak Detection in Embedded Software Designs with Virtual Memory Management Model. In: Proceedings of AVICPS 2013, Dez. 2013 IEEE Computer Society,. Linköping University Electronic Press; 2013.","chicago":"Joy, M. tech. Mabel Mary, Wolfgang Müller, and Franz-Josef Rammig. “Early Phase Memory Leak Detection in Embedded Software Designs with Virtual Memory Management Model.” In Proceedings of AVICPS 2013, Dez. 2013 IEEE Computer Society,. Linköping University Electronic Press, 2013."},"_id":"25270","date_updated":"2022-01-06T06:56:58Z","date_created":"2021-10-04T08:25:24Z","status":"public","department":[{"_id":"672"}],"publication":"Proceedings of AVICPS 2013, Dez. 2013 IEEE Computer Society,","publisher":"Linköping University Electronic Press","author":[{"first_name":"M. tech. Mabel Mary","full_name":"Joy, M. tech. Mabel Mary","last_name":"Joy"},{"id":"16243","last_name":"Müller","full_name":"Müller, Wolfgang","first_name":"Wolfgang"},{"last_name":"Rammig","first_name":"Franz-Josef","full_name":"Rammig, Franz-Josef"}],"user_id":"21240","title":"Early Phase Memory Leak Detection in Embedded Software Designs with Virtual Memory Management Model"},{"date_updated":"2022-01-06T06:56:58Z","_id":"25271","year":"2013","citation":{"apa":"He, D., & Müller, W. (2013). AN ENERGY-EFFICIENT HEURISTIC FOR HARD REAL- TIME SYSTEM ON MULTI-CORE PROCESSORS. Proceedings of International Conference on Applied Computing (AC).","ama":"He D, Müller W. AN ENERGY-EFFICIENT HEURISTIC FOR HARD REAL- TIME SYSTEM ON MULTI-CORE PROCESSORS. In: Proceedings of International Conference on Applied Computing (AC). ; 2013.","chicago":"He, Da, and Wolfgang Müller. “AN ENERGY-EFFICIENT HEURISTIC FOR HARD REAL- TIME SYSTEM ON MULTI-CORE PROCESSORS.” In Proceedings of International Conference on Applied Computing (AC), 2013.","bibtex":"@inproceedings{He_Müller_2013, title={AN ENERGY-EFFICIENT HEURISTIC FOR HARD REAL- TIME SYSTEM ON MULTI-CORE PROCESSORS}, booktitle={Proceedings of International Conference on Applied Computing (AC)}, author={He, Da and Müller, Wolfgang}, year={2013} }","mla":"He, Da, and Wolfgang Müller. “AN ENERGY-EFFICIENT HEURISTIC FOR HARD REAL- TIME SYSTEM ON MULTI-CORE PROCESSORS.” Proceedings of International Conference on Applied Computing (AC), 2013.","short":"D. He, W. Müller, in: Proceedings of International Conference on Applied Computing (AC), 2013.","ieee":"D. He and W. Müller, “AN ENERGY-EFFICIENT HEURISTIC FOR HARD REAL- TIME SYSTEM ON MULTI-CORE PROCESSORS,” 2013."},"type":"conference","language":[{"iso":"eng"}],"title":"AN ENERGY-EFFICIENT HEURISTIC FOR HARD REAL- TIME SYSTEM ON MULTI-CORE PROCESSORS","user_id":"21240","author":[{"last_name":"He","full_name":"He, Da","first_name":"Da"},{"first_name":"Wolfgang","full_name":"Müller, Wolfgang","last_name":"Müller","id":"16243"}],"publication":"Proceedings of International Conference on Applied Computing (AC)","department":[{"_id":"672"}],"status":"public","date_created":"2021-10-04T08:30:39Z"},{"author":[{"last_name":"Wehrmeister","full_name":"Wehrmeister, Marco A.","first_name":"Marco A."},{"last_name":"Pereira","first_name":"Carlos E.","full_name":"Pereira, Carlos E."},{"first_name":"Franz-Josef","full_name":"Rammig, Franz-Josef","last_name":"Rammig"}],"department":[{"_id":"672"}],"publication":" IEEE Trans. on Industrial Informatics vol. 9 (no. 4)","status":"public","date_created":"2021-10-04T08:40:10Z","abstract":[{"text":"Automation and control systems include many “intelligent” automation devices, which are usually implemented as complex embedded systems. New methods and tools are demanded to cope with the increasing design complexity, while keeping the project on schedule. Proper handling of nonfunctional system requirements is a key factor during the design of industrial automation systems, since in some application domains they are as important as (sometimes, more important than) functional requirements. This paper presents a model-driven engineering approach, which combines Unified Modeling Language (UML) and aspect-oriented software development (AOSD) to design real-time and embedded automation systems. The proposed approach allows a smooth transition from the initial phases to implementation by using software tools, comprising the system specification and the automatic generation of source code. By combining UML with model-level aspects and a script-base code generation tool, it enables the use of AOSD during system design and implementation, even though the target platform does not natively support such concepts. Experimental results on using this approach to design real-world examples of automation systems are presented. The results indicate a positive impact on the design of automation systems. The encapsulation of nonfunctional requirements was improved, increasing the reuse of developed artifacts. Generated source code statistics indicate that the proposed approach can generated a fair amount of code per model element.","lang":"eng"}],"user_id":"21240","title":"Aspect-Oriented Model-Driven Engineering for Embedded Systems Applied to Automation Systems","language":[{"iso":"eng"}],"type":"conference","citation":{"chicago":"Wehrmeister, Marco A., Carlos E. Pereira, and Franz-Josef Rammig. “Aspect-Oriented Model-Driven Engineering for Embedded Systems Applied to Automation Systems.” In IEEE Trans. on Industrial Informatics Vol. 9 (No. 4), 2373–86, 2013.","ama":"Wehrmeister MA, Pereira CE, Rammig F-J. Aspect-Oriented Model-Driven Engineering for Embedded Systems Applied to Automation Systems. In: IEEE Trans. on Industrial Informatics Vol. 9 (No. 4). ; 2013:2373-2386.","apa":"Wehrmeister, M. A., Pereira, C. E., & Rammig, F.-J. (2013). Aspect-Oriented Model-Driven Engineering for Embedded Systems Applied to Automation Systems. IEEE Trans. on Industrial Informatics Vol. 9 (No. 4), 2373–2386.","bibtex":"@inproceedings{Wehrmeister_Pereira_Rammig_2013, title={Aspect-Oriented Model-Driven Engineering for Embedded Systems Applied to Automation Systems}, booktitle={ IEEE Trans. on Industrial Informatics vol. 9 (no. 4)}, author={Wehrmeister, Marco A. and Pereira, Carlos E. and Rammig, Franz-Josef}, year={2013}, pages={2373–2386} }","mla":"Wehrmeister, Marco A., et al. “Aspect-Oriented Model-Driven Engineering for Embedded Systems Applied to Automation Systems.” IEEE Trans. on Industrial Informatics Vol. 9 (No. 4), 2013, pp. 2373–86.","short":"M.A. Wehrmeister, C.E. Pereira, F.-J. Rammig, in: IEEE Trans. on Industrial Informatics Vol. 9 (No. 4), 2013, pp. 2373–2386.","ieee":"M. A. Wehrmeister, C. E. Pereira, and F.-J. Rammig, “Aspect-Oriented Model-Driven Engineering for Embedded Systems Applied to Automation Systems,” in IEEE Trans. on Industrial Informatics vol. 9 (no. 4), 2013, pp. 2373–2386."},"year":"2013","page":"2373-2386","date_updated":"2022-01-06T06:56:58Z","_id":"25273"},{"user_id":"21240","title":"Task Allocation Strategy for Time-Constrained Tasks in Robots Swarms","date_created":"2021-10-04T08:44:58Z","status":"public","publication":"ECAL 2013, 12th European Conference on Artificial Life","department":[{"_id":"672"}],"author":[{"last_name":"Khaluf","full_name":"Khaluf, Yara","first_name":"Yara"},{"last_name":"Rammig","full_name":"Rammig, Franz-Josef","first_name":"Franz-Josef"}],"conference":{"location":" 2. - 6. Sep. 2013"},"_id":"25274","date_updated":"2022-01-06T06:56:58Z","language":[{"iso":"eng"}],"type":"conference","citation":{"ieee":"Y. Khaluf and F.-J. Rammig, “Task Allocation Strategy for Time-Constrained Tasks in Robots Swarms,” 2. - 6. Sep. 2013, 2013.","short":"Y. Khaluf, F.-J. Rammig, in: ECAL 2013, 12th European Conference on Artificial Life, 2013.","mla":"Khaluf, Yara, and Franz-Josef Rammig. “Task Allocation Strategy for Time-Constrained Tasks in Robots Swarms.” ECAL 2013, 12th European Conference on Artificial Life, 2013.","bibtex":"@inproceedings{Khaluf_Rammig_2013, title={Task Allocation Strategy for Time-Constrained Tasks in Robots Swarms}, booktitle={ECAL 2013, 12th European Conference on Artificial Life}, author={Khaluf, Yara and Rammig, Franz-Josef}, year={2013} }","chicago":"Khaluf, Yara, and Franz-Josef Rammig. “Task Allocation Strategy for Time-Constrained Tasks in Robots Swarms.” In ECAL 2013, 12th European Conference on Artificial Life, 2013.","apa":"Khaluf, Y., & Rammig, F.-J. (2013). Task Allocation Strategy for Time-Constrained Tasks in Robots Swarms. ECAL 2013, 12th European Conference on Artificial Life.","ama":"Khaluf Y, Rammig F-J. Task Allocation Strategy for Time-Constrained Tasks in Robots Swarms. In: ECAL 2013, 12th European Conference on Artificial Life. ; 2013."},"year":"2013"},{"_id":"25277","date_updated":"2022-01-06T06:56:58Z","year":"2013","citation":{"short":"E. Farshizadeh, H. Briese, D. Steinmann, L. Stockmann, S. Beringer, D. Holler, K. Klobedanz, C. Heinzemann, K. Peter, M. Leuer, in: 8. Dortmunder Autotag, Sep. 2013, 2013.","ieee":"E. Farshizadeh et al., “Simulationsgestützter Entwurf für Elektrofahrzeuge,” 2013.","chicago":"Farshizadeh, Emad, Herrmann Briese, David Steinmann, Lars Stockmann, Steffen Beringer, Dominik Holler, Kay Klobedanz, Christian Heinzemann, Klaus Peter, and Michael Leuer. “Simulationsgestützter Entwurf Für Elektrofahrzeuge.” In 8. Dortmunder Autotag, Sep. 2013, 2013.","ama":"Farshizadeh E, Briese H, Steinmann D, et al. Simulationsgestützter Entwurf für Elektrofahrzeuge. In: 8. Dortmunder Autotag, Sep. 2013. ; 2013.","apa":"Farshizadeh, E., Briese, H., Steinmann, D., Stockmann, L., Beringer, S., Holler, D., Klobedanz, K., Heinzemann, C., Peter, K., & Leuer, M. (2013). Simulationsgestützter Entwurf für Elektrofahrzeuge. 8. Dortmunder Autotag, Sep. 2013.","bibtex":"@inproceedings{Farshizadeh_Briese_Steinmann_Stockmann_Beringer_Holler_Klobedanz_Heinzemann_Peter_Leuer_2013, title={Simulationsgestützter Entwurf für Elektrofahrzeuge}, booktitle={8. Dortmunder Autotag, Sep. 2013}, author={Farshizadeh, Emad and Briese, Herrmann and Steinmann, David and Stockmann, Lars and Beringer, Steffen and Holler, Dominik and Klobedanz, Kay and Heinzemann, Christian and Peter, Klaus and Leuer, Michael}, year={2013} }","mla":"Farshizadeh, Emad, et al. “Simulationsgestützter Entwurf Für Elektrofahrzeuge.” 8. Dortmunder Autotag, Sep. 2013, 2013."},"type":"conference","language":[{"iso":"eng"}],"abstract":[{"text":"Das Thema Elektromobilität hat in der Fahrzeugindustrie in den letzten Jahren viel Aufmerksamkeit erhalten. Gerade im Bereich der Entwicklung von Steuergeräte-Software ist der Bedarf an frühzeitiger Absicherung hoch. Nur so können Produkteinführungszeiten minimiert und effektiv Entwicklungskosten eingespart werden. Komplexe Werkzeugketten und die verteilte Entwicklung erschweren den Prozess und verlängern die Entwicklungszeit. Das Förderprojekt „Simulationsgestützter Entwurf für Elektrofahrzeuge“, kurz „E-Mobil“, nimmt sich der Herausforderungen einer verteilten Entwicklung von Steuergeräte-Software an. Vier Projektpartner aus Industrie und Forschung untersuchen die Besonderheiten sowohl bzgl. des Entwurfsprozesses, als auch der beteiligten Entwurfswerkzeuge im Vergleich zur konventionellen Fahrzeugentwicklung. Im Fokus stehen die Modellierung und die simulationsgestützte Absicherung in frühen Entwurfsstadien. Die Modellierung umfasst Regelungssoftware sowie die für die Simulation nötigen elektrischen und mechatronischen Komponenten. Die vorliegende Arbeit stellt die Kernthemen sowie aktuelle Ergebnisse aus dem Projekt vor.","lang":"eng"}],"title":"Simulationsgestützter Entwurf für Elektrofahrzeuge","user_id":"21240","author":[{"last_name":"Farshizadeh","first_name":"Emad","full_name":"Farshizadeh, Emad"},{"last_name":"Briese","first_name":"Herrmann","full_name":"Briese, Herrmann"},{"last_name":"Steinmann","full_name":"Steinmann, David","first_name":"David"},{"first_name":"Lars","full_name":"Stockmann, Lars","last_name":"Stockmann","id":"48144"},{"last_name":"Beringer","full_name":"Beringer, Steffen","first_name":"Steffen"},{"full_name":"Holler, Dominik","first_name":"Dominik","last_name":"Holler"},{"last_name":"Klobedanz","first_name":"Kay","full_name":"Klobedanz, Kay"},{"full_name":"Heinzemann, Christian","first_name":"Christian","last_name":"Heinzemann"},{"last_name":"Peter","first_name":"Klaus","full_name":"Peter, Klaus"},{"full_name":"Leuer, Michael","first_name":"Michael","last_name":"Leuer"}],"department":[{"_id":"672"}],"publication":"8. Dortmunder Autotag, Sep. 2013","status":"public","date_created":"2021-10-04T10:40:28Z"},{"user_id":"21240","title":" Efficient Power Intent Validation Using Loosely-Timed Simulation Models","status":"public","date_created":"2021-10-04T11:15:10Z","author":[{"last_name":"Mischkalla","first_name":"Fabian","full_name":"Mischkalla, Fabian"},{"id":"16243","last_name":"Müller","full_name":"Müller, Wolfgang","first_name":"Wolfgang"}],"publication":" 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation, Sep. 2013","department":[{"_id":"672"}],"date_updated":"2022-01-06T06:56:59Z","_id":"25284","language":[{"iso":"eng"}],"year":"2013","type":"conference","citation":{"apa":"Mischkalla, F., & Müller, W. (2013). Efficient Power Intent Validation Using Loosely-Timed Simulation Models. 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation, Sep. 2013.","ama":"Mischkalla F, Müller W. Efficient Power Intent Validation Using Loosely-Timed Simulation Models. In: 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation, Sep. 2013. ; 2013.","chicago":"Mischkalla, Fabian, and Wolfgang Müller. “ Efficient Power Intent Validation Using Loosely-Timed Simulation Models.” In 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation, Sep. 2013, 2013.","bibtex":"@inproceedings{Mischkalla_Müller_2013, title={ Efficient Power Intent Validation Using Loosely-Timed Simulation Models}, booktitle={ 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation, Sep. 2013}, author={Mischkalla, Fabian and Müller, Wolfgang}, year={2013} }","mla":"Mischkalla, Fabian, and Wolfgang Müller. “ Efficient Power Intent Validation Using Loosely-Timed Simulation Models.” 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation, Sep. 2013, 2013.","short":"F. Mischkalla, W. Müller, in: 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation, Sep. 2013, 2013.","ieee":"F. Mischkalla and W. Müller, “ Efficient Power Intent Validation Using Loosely-Timed Simulation Models,” 2013."}},{"related_material":{"link":[{"url":"http://digital.ub.uni-paderborn.de/ubpb/urn/urn:nbn:de:hbz:466:2-11928","relation":"confirmation"}]},"user_id":"21240","title":"Immunorepairing of Hardware Systems","date_created":"2021-10-04T11:17:39Z","status":"public","department":[{"_id":"672"}],"author":[{"full_name":"Montealegre, Norma","first_name":"Norma","last_name":"Montealegre"}],"publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013","_id":"25285","date_updated":"2022-01-06T06:56:59Z","language":[{"iso":"eng"}],"type":"dissertation","year":"2013","citation":{"ieee":"N. Montealegre, Immunorepairing of Hardware Systems. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013, 2013.","short":"N. Montealegre, Immunorepairing of Hardware Systems, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013, 2013.","mla":"Montealegre, Norma. Immunorepairing of Hardware Systems. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013, 2013.","bibtex":"@book{Montealegre_2013, title={Immunorepairing of Hardware Systems}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013}, author={Montealegre, Norma}, year={2013} }","chicago":"Montealegre, Norma. Immunorepairing of Hardware Systems. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013, 2013.","apa":"Montealegre, N. (2013). Immunorepairing of Hardware Systems. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013.","ama":"Montealegre N. Immunorepairing of Hardware Systems. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 315, Jul. 2013; 2013."}},{"status":"public","date_created":"2021-10-04T11:34:09Z","publisher":" IEEE Computer Society","author":[{"first_name":"Alexander","full_name":"Jungmann, Alexander","last_name":"Jungmann"},{"first_name":"Bernd","full_name":"Kleinjohann, Bernd","last_name":"Kleinjohann"}],"department":[{"_id":"672"}],"publication":"Proceedings of the 10th IEEE International Conference on Services Computing (SCC)","title":"Learning Recommendation System for Automated Service Composition","user_id":"21240","abstract":[{"text":"The as a Service paradigm reflects the fundamental idea of providing basic coherent functionality in terms of components that can be utilized on demand. These so-called services may also be interconnected in order to provide more complex functionality. Automation of this service composition process is indeed a formidable challenge. In our work, we are addressing this challenge by decomposing service composition into sequential decision making steps. Each step is supported by a recommendation mechanism. If composition requests recur over time and if evaluations of composition results are fed back, a proper recommendation strategy can evolve over time through learning from experience. In this paper, we describe our general idea of modeling this service composition and recommendation process as Markov Decision Process and of solving it by means of Reinforcement Learning. A case study serves as proof of concept.","lang":"eng"}],"year":"2013","type":"conference","citation":{"ama":"Jungmann A, Kleinjohann B. Learning Recommendation System for Automated Service Composition. In: Proceedings of the 10th IEEE International Conference on Services Computing (SCC). IEEE Computer Society; 2013:97-104.","apa":"Jungmann, A., & Kleinjohann, B. (2013). Learning Recommendation System for Automated Service Composition. Proceedings of the 10th IEEE International Conference on Services Computing (SCC), 97–104.","chicago":"Jungmann, Alexander, and Bernd Kleinjohann. “Learning Recommendation System for Automated Service Composition.” In Proceedings of the 10th IEEE International Conference on Services Computing (SCC), 97–104. IEEE Computer Society, 2013.","mla":"Jungmann, Alexander, and Bernd Kleinjohann. “Learning Recommendation System for Automated Service Composition.” Proceedings of the 10th IEEE International Conference on Services Computing (SCC), IEEE Computer Society, 2013, pp. 97–104.","bibtex":"@inproceedings{Jungmann_Kleinjohann_2013, title={Learning Recommendation System for Automated Service Composition}, booktitle={Proceedings of the 10th IEEE International Conference on Services Computing (SCC)}, publisher={ IEEE Computer Society}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2013}, pages={97–104} }","short":"A. Jungmann, B. Kleinjohann, in: Proceedings of the 10th IEEE International Conference on Services Computing (SCC), IEEE Computer Society, 2013, pp. 97–104.","ieee":"A. Jungmann and B. Kleinjohann, “Learning Recommendation System for Automated Service Composition,” in Proceedings of the 10th IEEE International Conference on Services Computing (SCC), 27. Jun. - 2. Jul. 2013 IEEE Computer Society, , 2013, pp. 97–104."},"page":"97-104","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:56:59Z","_id":"25286","conference":{"location":"27. Jun. - 2. Jul. 2013 IEEE Computer Society, "}},{"type":"conference","year":"2013","citation":{"short":"K. Gilles, S. Grösbrink, D. Baldin, T. Kerstan, in: International Embedded Systems Symposium, 17. - 19. Jun. 2013, 2013.","ieee":"K. Gilles, S. Grösbrink, D. Baldin, and T. Kerstan, “Proteus Hypervisor: Full Virtualization and Paravirtualization for Multi-Core Embedded Systems,” 2013.","chicago":"Gilles, Katharina, Stefan Grösbrink, Daniel Baldin, and Timo Kerstan. “Proteus Hypervisor: Full Virtualization and Paravirtualization for Multi-Core Embedded Systems.” In International Embedded Systems Symposium, 17. - 19. Jun. 2013, 2013.","ama":"Gilles K, Grösbrink S, Baldin D, Kerstan T. Proteus Hypervisor: Full Virtualization and Paravirtualization for Multi-Core Embedded Systems. In: International Embedded Systems Symposium, 17. - 19. Jun. 2013. ; 2013.","apa":"Gilles, K., Grösbrink, S., Baldin, D., & Kerstan, T. (2013). Proteus Hypervisor: Full Virtualization and Paravirtualization for Multi-Core Embedded Systems. International Embedded Systems Symposium, 17. - 19. Jun. 2013.","mla":"Gilles, Katharina, et al. “Proteus Hypervisor: Full Virtualization and Paravirtualization for Multi-Core Embedded Systems.” International Embedded Systems Symposium, 17. - 19. 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