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Cost-efficient Scheduling on Machines from the Cloud. <i>Journal of Combinatorial Optimization</i>. 2017;36(4):1168-1194. doi:<a href=\"https://doi.org/10.1007/s10878-017-0198-x\">10.1007/s10878-017-0198-x</a>","chicago":"Mäcker, Alexander, Manuel Malatyali, Friedhelm Meyer auf der Heide, and Sören Riechers. “Cost-Efficient Scheduling on Machines from the Cloud.” <i>Journal of Combinatorial Optimization</i> 36, no. 4 (2017): 1168–94. <a href=\"https://doi.org/10.1007/s10878-017-0198-x\">https://doi.org/10.1007/s10878-017-0198-x</a>.","ieee":"A. Mäcker, M. Malatyali, F. Meyer auf der Heide, and S. Riechers, “Cost-efficient Scheduling on Machines from the Cloud,” <i>Journal of Combinatorial Optimization</i>, vol. 36, no. 4, pp. 1168–1194, 2017.","short":"A. Mäcker, M. Malatyali, F. Meyer auf der Heide, S. Riechers, Journal of Combinatorial Optimization 36 (2017) 1168–1194.","bibtex":"@article{Mäcker_Malatyali_Meyer auf der Heide_Riechers_2017, title={Cost-efficient Scheduling on Machines from the Cloud}, volume={36}, DOI={<a href=\"https://doi.org/10.1007/s10878-017-0198-x\">10.1007/s10878-017-0198-x</a>}, number={4}, journal={Journal of Combinatorial Optimization}, publisher={Springer}, author={Mäcker, Alexander and Malatyali, Manuel and Meyer auf der Heide, Friedhelm and Riechers, Sören}, year={2017}, pages={1168–1194} }","mla":"Mäcker, Alexander, et al. “Cost-Efficient Scheduling on Machines from the Cloud.” <i>Journal of Combinatorial Optimization</i>, vol. 36, no. 4, Springer, 2017, pp. 1168–94, doi:<a href=\"https://doi.org/10.1007/s10878-017-0198-x\">10.1007/s10878-017-0198-x</a>.","apa":"Mäcker, A., Malatyali, M., Meyer auf der Heide, F., &#38; Riechers, S. (2017). Cost-efficient Scheduling on Machines from the Cloud. <i>Journal of Combinatorial Optimization</i>, <i>36</i>(4), 1168–1194. <a href=\"https://doi.org/10.1007/s10878-017-0198-x\">https://doi.org/10.1007/s10878-017-0198-x</a>"},"date_updated":"2022-01-06T07:03:27Z","volume":36,"author":[{"last_name":"Mäcker","id":"13536","full_name":"Mäcker, Alexander","first_name":"Alexander"},{"first_name":"Manuel","last_name":"Malatyali","full_name":"Malatyali, Manuel"},{"first_name":"Friedhelm","id":"15523","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide"},{"first_name":"Sören","last_name":"Riechers","full_name":"Riechers, Sören"}],"doi":"10.1007/s10878-017-0198-x","type":"journal_article","status":"public","_id":"706","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subprojekt C4","_id":"16"},{"name":"SFB 901 - Project Area C","_id":"4"}],"department":[{"_id":"63"}],"user_id":"15415","file_date_updated":"2018-03-14T12:21:34Z","issue":"4","year":"2017","publisher":"Springer","date_created":"2017-11-15T10:21:34Z","title":"Cost-efficient Scheduling on Machines from the Cloud","publication":"Journal of Combinatorial Optimization","file":[{"content_type":"application/pdf","relation":"main_file","success":1,"date_created":"2018-03-14T12:21:34Z","creator":"florida","date_updated":"2018-03-14T12:21:34Z","file_id":"1210","file_name":"706-chp_3A10.1007_2F978-3-319-48749-6_42.pdf","access_level":"closed","file_size":608614}],"ddc":["040"],"language":[{"iso":"eng"}]},{"citation":{"apa":"Walther, S. (2017). <i>Knowledge-based Verification of Service Compositions</i>. Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-307\">https://doi.org/10.17619/UNIPB/1-307</a>","mla":"Walther, Sven. <i>Knowledge-Based Verification of Service Compositions</i>. Universität Paderborn, 2017, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-307\">10.17619/UNIPB/1-307</a>.","bibtex":"@book{Walther_2017, title={Knowledge-based Verification of Service Compositions}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-307\">10.17619/UNIPB/1-307</a>}, publisher={Universität Paderborn}, author={Walther, Sven}, year={2017} }","short":"S. Walther, Knowledge-Based Verification of Service Compositions, Universität Paderborn, 2017.","chicago":"Walther, Sven. <i>Knowledge-Based Verification of Service Compositions</i>. Universität Paderborn, 2017. <a href=\"https://doi.org/10.17619/UNIPB/1-307\">https://doi.org/10.17619/UNIPB/1-307</a>.","ieee":"S. Walther, <i>Knowledge-based Verification of Service Compositions</i>. Universität Paderborn, 2017.","ama":"Walther S. <i>Knowledge-Based Verification of Service Compositions</i>. Universität Paderborn; 2017. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-307\">10.17619/UNIPB/1-307</a>"},"year":"2017","doi":"10.17619/UNIPB/1-307","title":"Knowledge-based Verification of Service Compositions","supervisor":[{"first_name":"Heike","last_name":"Wehrheim","id":"573","full_name":"Wehrheim, Heike"}],"author":[{"first_name":"Sven","full_name":"Walther, Sven","last_name":"Walther"}],"date_created":"2017-11-20T07:59:31Z","publisher":"Universität Paderborn","date_updated":"2022-01-06T07:03:27Z","status":"public","type":"dissertation","language":[{"iso":"eng"}],"user_id":"477","department":[{"_id":"77"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subproject B3","_id":"11"},{"name":"SFB 901 - Project Area B","_id":"3"}],"_id":"707"},{"year":"2017","page":"1--5","citation":{"apa":"Schwabe, A., Rojas, E., &#38; Karl, H. (2017). Minimizing downtimes: Using dynamic reconfiguration and state management in SDN. In <i>2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i> (pp. 1--5). Bologna. <a href=\"https://doi.org/10.1109/NETSOFT.2017.8004209\">https://doi.org/10.1109/NETSOFT.2017.8004209</a>","short":"A. Schwabe, E. Rojas, H. Karl, in: 2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017, 2017, pp. 1--5.","mla":"Schwabe, Arne, et al. “Minimizing Downtimes: Using Dynamic Reconfiguration and State Management in SDN.” <i>2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>, 2017, pp. 1--5, doi:<a href=\"https://doi.org/10.1109/NETSOFT.2017.8004209\">10.1109/NETSOFT.2017.8004209</a>.","bibtex":"@inproceedings{Schwabe_Rojas_Karl_2017, title={Minimizing downtimes: Using dynamic reconfiguration and state management in SDN}, DOI={<a href=\"https://doi.org/10.1109/NETSOFT.2017.8004209\">10.1109/NETSOFT.2017.8004209</a>}, booktitle={2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017}, author={Schwabe, Arne and Rojas, Elisa and Karl, Holger}, year={2017}, pages={1--5} }","ama":"Schwabe A, Rojas E, Karl H. Minimizing downtimes: Using dynamic reconfiguration and state management in SDN. In: <i>2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>. ; 2017:1--5. doi:<a href=\"https://doi.org/10.1109/NETSOFT.2017.8004209\">10.1109/NETSOFT.2017.8004209</a>","chicago":"Schwabe, Arne, Elisa Rojas, and Holger Karl. “Minimizing Downtimes: Using Dynamic Reconfiguration and State Management in SDN.” In <i>2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>, 1--5, 2017. <a href=\"https://doi.org/10.1109/NETSOFT.2017.8004209\">https://doi.org/10.1109/NETSOFT.2017.8004209</a>.","ieee":"A. Schwabe, E. Rojas, and H. Karl, “Minimizing downtimes: Using dynamic reconfiguration and state management in SDN,” in <i>2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>, Bologna, 2017, pp. 1--5."},"quality_controlled":"1","title":"Minimizing downtimes: Using dynamic reconfiguration and state management in SDN","doi":"10.1109/NETSOFT.2017.8004209","conference":{"location":"Bologna"},"date_updated":"2022-01-06T07:03:27Z","author":[{"first_name":"Arne","last_name":"Schwabe","full_name":"Schwabe, Arne"},{"first_name":"Elisa","last_name":"Rojas","full_name":"Rojas, Elisa"},{"first_name":"Holger","last_name":"Karl","id":"126","full_name":"Karl, Holger"}],"date_created":"2017-11-20T08:29:25Z","status":"public","publication":"2017 {IEEE} Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017","type":"conference","_id":"708","department":[{"_id":"75"}],"user_id":"15572"},{"publication":"2016 IEEE Vehicular Networking Conference (VNC)","type":"conference","status":"public","_id":"709","user_id":"49154","language":[{"iso":"eng"}],"publication_identifier":{"isbn":["9781509051977"]},"publication_status":"published","year":"2017","citation":{"apa":"Laux, S., Pannu, G. S., Schneider, S. B., Tiemann, J., Klingler, F., Sommer, C., &#38; Dressler, F. (2017). Demo: OpenC2X — An open source experimental and prototyping platform supporting ETSI ITS-G5. In <i>2016 IEEE Vehicular Networking Conference (VNC)</i>. IEEE. <a href=\"https://doi.org/10.1109/vnc.2016.7835955\">https://doi.org/10.1109/vnc.2016.7835955</a>","mla":"Laux, Sven, et al. “Demo: OpenC2X — An Open Source Experimental and Prototyping Platform Supporting ETSI ITS-G5.” <i>2016 IEEE Vehicular Networking Conference (VNC)</i>, IEEE, 2017, doi:<a href=\"https://doi.org/10.1109/vnc.2016.7835955\">10.1109/vnc.2016.7835955</a>.","short":"S. Laux, G.S. Pannu, S.B. Schneider, J. Tiemann, F. Klingler, C. Sommer, F. Dressler, in: 2016 IEEE Vehicular Networking Conference (VNC), IEEE, 2017.","bibtex":"@inproceedings{Laux_Pannu_Schneider_Tiemann_Klingler_Sommer_Dressler_2017, title={Demo: OpenC2X — An open source experimental and prototyping platform supporting ETSI ITS-G5}, DOI={<a href=\"https://doi.org/10.1109/vnc.2016.7835955\">10.1109/vnc.2016.7835955</a>}, booktitle={2016 IEEE Vehicular Networking Conference (VNC)}, publisher={IEEE}, author={Laux, Sven and Pannu, Gurjashan Singh and Schneider, Stefan Balthasar and Tiemann, Jan and Klingler, Florian and Sommer, Christoph and Dressler, Falko}, year={2017} }","ama":"Laux S, Pannu GS, Schneider SB, et al. Demo: OpenC2X — An open source experimental and prototyping platform supporting ETSI ITS-G5. In: <i>2016 IEEE Vehicular Networking Conference (VNC)</i>. IEEE; 2017. doi:<a href=\"https://doi.org/10.1109/vnc.2016.7835955\">10.1109/vnc.2016.7835955</a>","chicago":"Laux, Sven, Gurjashan Singh Pannu, Stefan Balthasar Schneider, Jan Tiemann, Florian Klingler, Christoph Sommer, and Falko Dressler. “Demo: OpenC2X — An Open Source Experimental and Prototyping Platform Supporting ETSI ITS-G5.” In <i>2016 IEEE Vehicular Networking Conference (VNC)</i>. IEEE, 2017. <a href=\"https://doi.org/10.1109/vnc.2016.7835955\">https://doi.org/10.1109/vnc.2016.7835955</a>.","ieee":"S. Laux <i>et al.</i>, “Demo: OpenC2X — An open source experimental and prototyping platform supporting ETSI ITS-G5,” in <i>2016 IEEE Vehicular Networking Conference (VNC)</i>, 2017."},"publisher":"IEEE","date_updated":"2022-01-06T07:03:27Z","author":[{"last_name":"Laux","full_name":"Laux, Sven","first_name":"Sven"},{"last_name":"Pannu","full_name":"Pannu, Gurjashan Singh","first_name":"Gurjashan Singh"},{"first_name":"Stefan Balthasar","id":"35343","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011","last_name":"Schneider"},{"last_name":"Tiemann","full_name":"Tiemann, Jan","first_name":"Jan"},{"full_name":"Klingler, Florian","last_name":"Klingler","first_name":"Florian"},{"last_name":"Sommer","orcid":"0000-0002-4336-7350","full_name":"Sommer, Christoph","id":"49154","first_name":"Christoph"},{"full_name":"Dressler, Falko","id":"48097","orcid":"0000-0002-1989-1750","last_name":"Dressler","first_name":"Falko"}],"date_created":"2017-11-21T14:13:37Z","title":"Demo: OpenC2X — An open source experimental and prototyping platform supporting ETSI ITS-G5","doi":"10.1109/vnc.2016.7835955"},{"abstract":[{"text":"Today, software verification tools have reached the maturity to be used for large scale programs. Different tools perform differently well on varying code. A software developer is hence faced with the problem of choosing a tool appropriate for her program at hand. A ranking of tools on programs could facilitate the choice. Such rankings can, however, so far only be obtained by running all considered tools on the program.In this paper, we present a machine learning approach to predicting rankings of tools on programs. The method builds upon so-called label ranking algorithms, which we complement with appropriate kernels providing a similarity measure for programs. Our kernels employ a graph representation for software source code that mixes elements of control flow and program dependence graphs with abstract syntax trees. Using data sets from the software verification competition SV-COMP, we demonstrate our rank prediction technique to generalize well and achieve a rather high predictive accuracy (rank correlation > 0.6).","lang":"eng"}],"file":[{"file_size":822383,"file_name":"fsews17swan-swanmain1.pdf","access_level":"closed","file_id":"5271","date_updated":"2018-11-02T14:24:29Z","creator":"ups","date_created":"2018-11-02T14:24:29Z","success":1,"relation":"main_file","content_type":"application/pdf"}],"status":"public","type":"conference","publication":"Proceedings of the 3rd International Workshop on Software Analytics","ddc":["000"],"language":[{"iso":"eng"}],"file_date_updated":"2018-11-02T14:24:29Z","project":[{"_id":"1","name":"SFB 901"},{"_id":"12","name":"SFB 901 - Subprojekt B4"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"11","name":"SFB 901 - Subproject B3"}],"_id":"71","user_id":"15504","series_title":"SWAN'17","department":[{"_id":"355"},{"_id":"77"}],"year":"2017","citation":{"ama":"Czech M, Hüllermeier E, Jakobs M-C, Wehrheim H. Predicting Rankings of Software Verification Tools. In: <i>Proceedings of the 3rd International Workshop on Software Analytics</i>. SWAN’17. ; 2017:23-26. doi:<a href=\"https://doi.org/10.1145/3121257.3121262\">10.1145/3121257.3121262</a>","ieee":"M. Czech, E. Hüllermeier, M.-C. Jakobs, and H. Wehrheim, “Predicting Rankings of Software Verification Tools,” in <i>Proceedings of the 3rd International Workshop on Software Analytics</i>, 2017, pp. 23–26.","chicago":"Czech, Mike, Eyke Hüllermeier, Marie-Christine Jakobs, and Heike Wehrheim. “Predicting Rankings of Software Verification Tools.” In <i>Proceedings of the 3rd International Workshop on Software Analytics</i>, 23–26. SWAN’17, 2017. <a href=\"https://doi.org/10.1145/3121257.3121262\">https://doi.org/10.1145/3121257.3121262</a>.","apa":"Czech, M., Hüllermeier, E., Jakobs, M.-C., &#38; Wehrheim, H. (2017). Predicting Rankings of Software Verification Tools. In <i>Proceedings of the 3rd International Workshop on Software Analytics</i> (pp. 23–26). <a href=\"https://doi.org/10.1145/3121257.3121262\">https://doi.org/10.1145/3121257.3121262</a>","bibtex":"@inproceedings{Czech_Hüllermeier_Jakobs_Wehrheim_2017, series={SWAN’17}, title={Predicting Rankings of Software Verification Tools}, DOI={<a href=\"https://doi.org/10.1145/3121257.3121262\">10.1145/3121257.3121262</a>}, booktitle={Proceedings of the 3rd International Workshop on Software Analytics}, author={Czech, Mike and Hüllermeier, Eyke and Jakobs, Marie-Christine and Wehrheim, Heike}, year={2017}, pages={23–26}, collection={SWAN’17} }","mla":"Czech, Mike, et al. “Predicting Rankings of Software Verification Tools.” <i>Proceedings of the 3rd International Workshop on Software Analytics</i>, 2017, pp. 23–26, doi:<a href=\"https://doi.org/10.1145/3121257.3121262\">10.1145/3121257.3121262</a>.","short":"M. Czech, E. Hüllermeier, M.-C. Jakobs, H. Wehrheim, in: Proceedings of the 3rd International Workshop on Software Analytics, 2017, pp. 23–26."},"page":"23-26","has_accepted_license":"1","title":"Predicting Rankings of Software Verification Tools","doi":"10.1145/3121257.3121262","date_updated":"2022-01-06T07:03:28Z","author":[{"first_name":"Mike","last_name":"Czech","full_name":"Czech, Mike"},{"first_name":"Eyke","last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke"},{"first_name":"Marie-Christine","last_name":"Jakobs","full_name":"Jakobs, Marie-Christine"},{"first_name":"Heike","full_name":"Wehrheim, Heike","id":"573","last_name":"Wehrheim"}],"date_created":"2017-10-17T12:41:05Z"},{"year":"2017","date_created":"2017-11-22T09:42:59Z","publisher":"IEEE","title":"SONATA: Service programming and orchestration for virtualized software networks","publication":"2017 IEEE International Conference on Communications Workshops (ICC Workshops)","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_name":"07962785.pdf","file_id":"5270","access_level":"closed","file_size":821211,"creator":"ups","date_created":"2018-11-02T14:22:10Z","date_updated":"2018-11-02T14:22:10Z"}],"abstract":[{"lang":"eng","text":"In conventional large-scale networks, creation and management of network services are costly and complex tasks that often consume a lot of resources, including time and manpower. Network softwarization and network function virtualization have been introduced to tackle these problems, aiming at decreasing costs and complexity of implementing new services, maintaining the implemented services, and managing available resources in service provisioning platforms and underlying infrastructures. To experience the full potential of these approaches, innovative development support tools and service provisioning environments are needed. To answer these needs, we introduce the architecture of the open-source SONATA system, a service programming, orchestration, and management framework. We present a development toolchain for virtualized network services, fully integrated with a service platform and orchestration system. We introduce the modular and flexible architecture of our system and discuss its main components and features, such as function- and service-specific managers that allow fine-grained service management, slicing support to facilitate multi-tenancy, recursiveness for improved scalability, and full-featured DevOps support."}],"language":[{"iso":"eng"}],"ddc":["000"],"publication_status":"published","has_accepted_license":"1","publication_identifier":{"isbn":["9781509015252"]},"citation":{"apa":"Dräxler, S., Karl, H., Peuster, M., Razzaghi Kouchaksaraei, H., Bredel, M., Lessmann, J., … Xilouris, G. (2017). SONATA: Service programming and orchestration for virtualized software networks. In <i>2017 IEEE International Conference on Communications Workshops (ICC Workshops)</i>. Paris, France: IEEE. <a href=\"https://doi.org/10.1109/iccw.2017.7962785\">https://doi.org/10.1109/iccw.2017.7962785</a>","bibtex":"@inproceedings{Dräxler_Karl_Peuster_Razzaghi Kouchaksaraei_Bredel_Lessmann_Soenen_Tavernier_Mendel-Brin_Xilouris_2017, title={SONATA: Service programming and orchestration for virtualized software networks}, DOI={<a href=\"https://doi.org/10.1109/iccw.2017.7962785\">10.1109/iccw.2017.7962785</a>}, booktitle={2017 IEEE International Conference on Communications Workshops (ICC Workshops)}, publisher={IEEE}, author={Dräxler, Sevil and Karl, Holger and Peuster, Manuel and Razzaghi Kouchaksaraei, Hadi and Bredel, Michael and Lessmann, Johannes and Soenen, Thomas and Tavernier, Wouter and Mendel-Brin, Sharon and Xilouris, George}, year={2017} }","short":"S. Dräxler, H. Karl, M. Peuster, H. Razzaghi Kouchaksaraei, M. Bredel, J. Lessmann, T. Soenen, W. Tavernier, S. Mendel-Brin, G. Xilouris, in: 2017 IEEE International Conference on Communications Workshops (ICC Workshops), IEEE, 2017.","mla":"Dräxler, Sevil, et al. “SONATA: Service Programming and Orchestration for Virtualized Software Networks.” <i>2017 IEEE International Conference on Communications Workshops (ICC Workshops)</i>, IEEE, 2017, doi:<a href=\"https://doi.org/10.1109/iccw.2017.7962785\">10.1109/iccw.2017.7962785</a>.","ama":"Dräxler S, Karl H, Peuster M, et al. SONATA: Service programming and orchestration for virtualized software networks. In: <i>2017 IEEE International Conference on Communications Workshops (ICC Workshops)</i>. IEEE; 2017. doi:<a href=\"https://doi.org/10.1109/iccw.2017.7962785\">10.1109/iccw.2017.7962785</a>","ieee":"S. Dräxler <i>et al.</i>, “SONATA: Service programming and orchestration for virtualized software networks,” in <i>2017 IEEE International Conference on Communications Workshops (ICC Workshops)</i>, Paris, France, 2017.","chicago":"Dräxler, Sevil, Holger Karl, Manuel Peuster, Hadi Razzaghi Kouchaksaraei, Michael Bredel, Johannes Lessmann, Thomas Soenen, Wouter Tavernier, Sharon Mendel-Brin, and George Xilouris. “SONATA: Service Programming and Orchestration for Virtualized Software Networks.” In <i>2017 IEEE International Conference on Communications Workshops (ICC Workshops)</i>. IEEE, 2017. <a href=\"https://doi.org/10.1109/iccw.2017.7962785\">https://doi.org/10.1109/iccw.2017.7962785</a>."},"author":[{"full_name":"Dräxler, Sevil","id":"31764","last_name":"Dräxler","first_name":"Sevil"},{"first_name":"Holger","id":"126","full_name":"Karl, Holger","last_name":"Karl"},{"first_name":"Manuel","last_name":"Peuster","full_name":"Peuster, Manuel","id":"13271"},{"first_name":"Hadi","last_name":"Razzaghi Kouchaksaraei","full_name":"Razzaghi Kouchaksaraei, Hadi","id":"60845"},{"first_name":"Michael","full_name":"Bredel, Michael","last_name":"Bredel"},{"first_name":"Johannes","full_name":"Lessmann, Johannes","last_name":"Lessmann"},{"full_name":"Soenen, Thomas","last_name":"Soenen","first_name":"Thomas"},{"last_name":"Tavernier","full_name":"Tavernier, Wouter","first_name":"Wouter"},{"first_name":"Sharon","full_name":"Mendel-Brin, Sharon","last_name":"Mendel-Brin"},{"full_name":"Xilouris, George","last_name":"Xilouris","first_name":"George"}],"oa":"1","date_updated":"2022-01-06T07:03:28Z","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/1605.05850.pdf"}],"doi":"10.1109/iccw.2017.7962785","conference":{"location":"Paris, France","end_date":"2017-05-25","start_date":"2017-05-21","name":"2017 IEEE International Conference on Communications Workshops (ICC Workshops)"},"type":"conference","status":"public","user_id":"31764","department":[{"_id":"75"}],"project":[{"call_identifier":"5G PPP Phase 1","name":"SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized Networks","_id":"25","grant_number":"671517"},{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"16","name":"SFB 901 - Subproject C4"}],"_id":"717","file_date_updated":"2018-11-02T14:22:10Z"},{"department":[{"_id":"77"},{"_id":"355"}],"user_id":"15504","_id":"72","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subprojekt B3","_id":"11"},{"name":"SFB 901 - Subprojekt B4","_id":"12"},{"name":"SFB 901 - Project Area B","_id":"3"}],"file_date_updated":"2018-11-21T10:50:11Z","language":[{"iso":"eng"}],"ddc":["000"],"type":"report","status":"public","file":[{"content_type":"application/pdf","relation":"main_file","success":1,"creator":"florida","date_created":"2018-11-21T10:50:11Z","date_updated":"2018-11-21T10:50:11Z","file_id":"5782","access_level":"closed","file_name":"Predicting Rankings of Soware Verification Competitions.pdf","file_size":869984}],"abstract":[{"text":"Software verification competitions, such as the annual SV-COMP, evaluate software verification tools with respect to their effectivity and efficiency. Typically, the outcome of a competition is a (possibly category-specific) ranking of the tools. For many applications, such as building portfolio solvers, it would be desirable to have an idea of the (relative) performance of verification tools on a given verification task beforehand, i.e., prior to actually running all tools on the task.In this paper, we present a machine learning approach to predicting rankings of tools on verification tasks. The method builds upon so-called label ranking algorithms, which we complement with appropriate kernels providing a similarity measure for verification tasks. Our kernels employ a graph representation for software source code that mixes elements of control flow and program dependence graphs with abstract syntax trees. Using data sets from SV-COMP, we demonstrate our rank prediction technique to generalize well and achieve a rather high predictive accuracy. In particular, our method outperforms a recently proposed feature-based approach of Demyanova et al. (when applied to rank predictions). ","lang":"eng"}],"author":[{"full_name":"Czech, Mike","last_name":"Czech","first_name":"Mike"},{"first_name":"Eyke","last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke"},{"full_name":"Jakobs, Marie-Christine","last_name":"Jakobs","first_name":"Marie-Christine"},{"first_name":"Heike","id":"573","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"date_created":"2017-10-17T12:41:05Z","date_updated":"2022-01-06T07:03:29Z","title":"Predicting Rankings of Software Verification Competitions","has_accepted_license":"1","citation":{"chicago":"Czech, Mike, Eyke Hüllermeier, Marie-Christine Jakobs, and Heike Wehrheim. <i>Predicting Rankings of Software Verification Competitions</i>, 2017.","ieee":"M. Czech, E. Hüllermeier, M.-C. Jakobs, and H. Wehrheim, <i>Predicting Rankings of Software Verification Competitions</i>. 2017.","ama":"Czech M, Hüllermeier E, Jakobs M-C, Wehrheim H. <i>Predicting Rankings of Software Verification Competitions</i>.; 2017.","apa":"Czech, M., Hüllermeier, E., Jakobs, M.-C., &#38; Wehrheim, H. (2017). <i>Predicting Rankings of Software Verification Competitions</i>.","mla":"Czech, Mike, et al. <i>Predicting Rankings of Software Verification Competitions</i>. 2017.","bibtex":"@book{Czech_Hüllermeier_Jakobs_Wehrheim_2017, title={Predicting Rankings of Software Verification Competitions}, author={Czech, Mike and Hüllermeier, Eyke and Jakobs, Marie-Christine and Wehrheim, Heike}, year={2017} }","short":"M. Czech, E. Hüllermeier, M.-C. Jakobs, H. Wehrheim, Predicting Rankings of Software Verification Competitions, 2017."},"year":"2017"},{"doi":"10.1109/NETSOFT.2017.8004250","conference":{"name":"IEEE Conference on Network Softwarization","location":"Bologna"},"author":[{"last_name":"Peuster","full_name":"Peuster, Manuel","id":"13271","first_name":"Manuel"},{"id":"31764","full_name":"Dräxler, Sevil","last_name":"Dräxler","first_name":"Sevil"},{"first_name":"Hadi","full_name":"Razzaghi Kouchaksaraei, Hadi","id":"60845","last_name":"Razzaghi Kouchaksaraei"},{"first_name":"Steven","last_name":"van Rossem","full_name":"van Rossem, Steven"},{"first_name":"Wouter","last_name":"Tavernier","full_name":"Tavernier, Wouter"},{"first_name":"Holger","last_name":"Karl","full_name":"Karl, Holger","id":"126"}],"date_updated":"2022-01-06T07:03:30Z","oa":"1","page":"1--3","citation":{"apa":"Peuster, M., Dräxler, S., Razzaghi Kouchaksaraei, H., van Rossem, S., Tavernier, W., &#38; Karl, H. (2017). A flexible multi-pop infrastructure emulator for carrier-grade MANO systems. In <i>IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i> (pp. 1--3). Bologna. <a href=\"https://doi.org/10.1109/NETSOFT.2017.8004250\">https://doi.org/10.1109/NETSOFT.2017.8004250</a>","short":"M. Peuster, S. Dräxler, H. Razzaghi Kouchaksaraei, S. van Rossem, W. Tavernier, H. Karl, in: IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017, 2017, pp. 1--3.","bibtex":"@inproceedings{Peuster_Dräxler_Razzaghi Kouchaksaraei_van Rossem_Tavernier_Karl_2017, title={A flexible multi-pop infrastructure emulator for carrier-grade MANO systems}, DOI={<a href=\"https://doi.org/10.1109/NETSOFT.2017.8004250\">10.1109/NETSOFT.2017.8004250</a>}, booktitle={IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017}, author={Peuster, Manuel and Dräxler, Sevil and Razzaghi Kouchaksaraei, Hadi and van Rossem, Steven and Tavernier, Wouter and Karl, Holger}, year={2017}, pages={1--3} }","mla":"Peuster, Manuel, et al. “A Flexible Multi-Pop Infrastructure Emulator for Carrier-Grade MANO Systems.” <i>IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>, 2017, pp. 1--3, doi:<a href=\"https://doi.org/10.1109/NETSOFT.2017.8004250\">10.1109/NETSOFT.2017.8004250</a>.","chicago":"Peuster, Manuel, Sevil Dräxler, Hadi Razzaghi Kouchaksaraei, Steven van Rossem, Wouter Tavernier, and Holger Karl. “A Flexible Multi-Pop Infrastructure Emulator for Carrier-Grade MANO Systems.” In <i>IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>, 1--3, 2017. <a href=\"https://doi.org/10.1109/NETSOFT.2017.8004250\">https://doi.org/10.1109/NETSOFT.2017.8004250</a>.","ieee":"M. Peuster, S. Dräxler, H. Razzaghi Kouchaksaraei, S. van Rossem, W. Tavernier, and H. Karl, “A flexible multi-pop infrastructure emulator for carrier-grade MANO systems,” in <i>IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>, Bologna, 2017, pp. 1--3.","ama":"Peuster M, Dräxler S, Razzaghi Kouchaksaraei H, van Rossem S, Tavernier W, Karl H. A flexible multi-pop infrastructure emulator for carrier-grade MANO systems. In: <i>IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017</i>. ; 2017:1--3. doi:<a href=\"https://doi.org/10.1109/NETSOFT.2017.8004250\">10.1109/NETSOFT.2017.8004250</a>"},"has_accepted_license":"1","publication_status":"published","file_date_updated":"2018-07-05T11:14:37Z","department":[{"_id":"75"}],"user_id":"13271","_id":"723","project":[{"call_identifier":"5G PPP Phase 1","grant_number":"671517","name":"SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized Networks","_id":"25"}],"status":"public","urn":"7236","type":"conference","title":"A flexible multi-pop infrastructure emulator for carrier-grade MANO systems","date_created":"2017-11-27T10:22:25Z","year":"2017","language":[{"iso":"eng"}],"ddc":["000"],"file":[{"file_size":963155,"access_level":"open_access","file_id":"3432","file_name":"main_ris.pdf","date_updated":"2018-07-05T11:14:37Z","date_created":"2018-07-05T11:14:37Z","creator":"peuster","relation":"main_file","content_type":"application/pdf"}],"abstract":[{"lang":"eng","text":"Developing a virtualized network service does not only involve the\r\n  implementation and configuration of the network functions it is\r\n  composed of but also its integration and test with management\r\n  solutions that will control the service in its production\r\n  environment. These integration tasks require testbeds that offer the\r\n  needed network function virtualization infrastructure~(NFVI), like OpenStack, introducing a\r\n  lot of management and maintenance overheads. Such testbed setups\r\n  become even more complicated when the multi\r\n  point-of-presence~(PoP) case, with multiple infrastructure\r\n  installations, is considered.\r\n\r\n  In this demo, we showcase an emulation platform that executes\r\n  containerized network services in user-defined multi-PoP\r\n  topologies. The platform does not only allow network service developers to\r\n  locally test their services but also to connect real-world\r\n  management and orchestration solutions to the emulated PoPs. During our\r\n  interactive demonstration we focus on the integration between\r\n  the emulated infrastructure and state-of-the-art orchestration\r\n  solutions like SONATA or OSM."}],"publication":"IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy, July 3-7, 2017"},{"citation":{"apa":"Jakobs, M.-C. (2017). PART_PW: From Partial Analysis Results to a Proof Witness. In A. Cimatti &#38; M. Sirjani (Eds.), <i>Software Engineering and Formal Methods</i> (pp. 120–135). <a href=\"https://doi.org/10.1007/978-3-319-66197-1_8\">https://doi.org/10.1007/978-3-319-66197-1_8</a>","short":"M.-C. Jakobs, in: A. Cimatti, M. Sirjani (Eds.), Software Engineering and Formal Methods, 2017, pp. 120–135.","bibtex":"@inproceedings{Jakobs_2017, series={Lecture Notes in Computer Science}, title={PART_PW: From Partial Analysis Results to a Proof Witness}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-66197-1_8\">10.1007/978-3-319-66197-1_8</a>}, booktitle={Software Engineering and Formal Methods}, author={Jakobs, Marie-Christine}, editor={Cimatti, Alessandro and Sirjani, MarjanEditors}, year={2017}, pages={120–135}, collection={Lecture Notes in Computer Science} }","mla":"Jakobs, Marie-Christine. “PART_PW: From Partial Analysis Results to a Proof Witness.” <i>Software Engineering and Formal Methods</i>, edited by Alessandro Cimatti and Marjan Sirjani, 2017, pp. 120–35, doi:<a href=\"https://doi.org/10.1007/978-3-319-66197-1_8\">10.1007/978-3-319-66197-1_8</a>.","ama":"Jakobs M-C. PART_PW: From Partial Analysis Results to a Proof Witness. In: Cimatti A, Sirjani M, eds. <i>Software Engineering and Formal Methods</i>. Lecture Notes in Computer Science. ; 2017:120-135. doi:<a href=\"https://doi.org/10.1007/978-3-319-66197-1_8\">10.1007/978-3-319-66197-1_8</a>","ieee":"M.-C. Jakobs, “PART_PW: From Partial Analysis Results to a Proof Witness,” in <i>Software Engineering and Formal Methods</i>, 2017, pp. 120–135.","chicago":"Jakobs, Marie-Christine. “PART_PW: From Partial Analysis Results to a Proof Witness.” In <i>Software Engineering and Formal Methods</i>, edited by Alessandro Cimatti and Marjan Sirjani, 120–35. Lecture Notes in Computer Science, 2017. <a href=\"https://doi.org/10.1007/978-3-319-66197-1_8\">https://doi.org/10.1007/978-3-319-66197-1_8</a>."},"page":"120-135","year":"2017","has_accepted_license":"1","doi":"10.1007/978-3-319-66197-1_8","title":"PART_PW: From Partial Analysis Results to a Proof Witness","author":[{"last_name":"Jakobs","full_name":"Jakobs, Marie-Christine","first_name":"Marie-Christine"}],"date_created":"2017-10-17T12:41:05Z","date_updated":"2022-01-06T07:03:32Z","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","access_level":"closed","file_id":"5283","file_name":"PARTMathrmPWFromPartialAnalysi.pdf","file_size":496965,"date_created":"2018-11-02T14:47:04Z","creator":"ups","date_updated":"2018-11-02T14:47:04Z"}],"status":"public","editor":[{"first_name":"Alessandro","full_name":"Cimatti, Alessandro","last_name":"Cimatti"},{"first_name":"Marjan","full_name":"Sirjani, Marjan","last_name":"Sirjani"}],"abstract":[{"text":"Today, verification tools do not only output yes or no, but also provide correctness arguments or counterexamples. While counterexamples help to fix bugs, correctness arguments are used to increase the trust in program correctness, e.g., in Proof-Carrying Code (PCC). Correctness arguments are well-studied for single analyses, but not when a set of analyses together verifies a program, each of the analyses checking only a particular part. Such a set of partial, complementary analyses is often used when a single analysis would fail or is inefficient on some program parts.We propose PART_PW, a technique which allows us to automatically construct a proof witness (correctness argument) from the analysis results obtained by a set of partial, complementary analyses. The constructed proof witnesses are proven to be valid correctness arguments and in our experiments we use them seamlessly and efficiently in existing PCC approaches.","lang":"eng"}],"type":"conference","publication":"Software Engineering and Formal Methods","file_date_updated":"2018-11-02T14:47:04Z","language":[{"iso":"eng"}],"ddc":["000"],"series_title":"Lecture Notes in Computer Science","user_id":"477","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B4","_id":"12"},{"name":"SFB 901 - Project Area B","_id":"3"}],"_id":"73"},{"status":"public","type":"mastersthesis","language":[{"iso":"ger"}],"_id":"74","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subprojekt C2","_id":"14"},{"_id":"4","name":"SFB 901 - Project Area C"}],"department":[{"_id":"78"}],"user_id":"477","year":"2017","citation":{"mla":"Knorr, Christoph. <i>OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten</i>. Universität Paderborn, 2017.","short":"C. Knorr, OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten, Universität Paderborn, 2017.","bibtex":"@book{Knorr_2017, title={OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten}, publisher={Universität Paderborn}, author={Knorr, Christoph}, year={2017} }","apa":"Knorr, C. (2017). <i>OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten</i>. Universität Paderborn.","ieee":"C. Knorr, <i>OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten</i>. Universität Paderborn, 2017.","chicago":"Knorr, Christoph. <i>OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten</i>. Universität Paderborn, 2017.","ama":"Knorr C. <i>OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten</i>. Universität Paderborn; 2017."},"title":"OpenCL-basierte Videoverarbeitung auf heterogenen Rechenknoten","publisher":"Universität Paderborn","date_updated":"2022-01-06T07:03:36Z","date_created":"2017-10-17T12:41:05Z","supervisor":[{"first_name":"Achim","id":"43646","full_name":"Lösch, Achim","last_name":"Lösch"},{"last_name":"Platzner","full_name":"Platzner, Marco","id":"398","first_name":"Marco"}],"author":[{"full_name":"Knorr, Christoph","last_name":"Knorr","first_name":"Christoph"}]},{"publication":"Potenzialorientierte Förderung in den Fachdidakten","type":"book_chapter","status":"public","citation":{"chicago":"Frehe, Petra, and H.-Hugo Kremer. “Inklusive Bildung zwischen Beruflichkeit und Subjektorientierung - Eine Analyse ausbildungsvorbereitender Bildungsgänge.” In <i>Potenzialorientierte Förderung in den Fachdidakten</i>, edited by M. Veber, R. Benölken, and M. Pfitzner, 2017.","ieee":"P. Frehe and H.-H. Kremer, “Inklusive Bildung zwischen Beruflichkeit und Subjektorientierung - Eine Analyse ausbildungsvorbereitender Bildungsgänge,” in <i>Potenzialorientierte Förderung in den Fachdidakten</i>, M. Veber, R. Benölken, and M. Pfitzner, Eds. 2017.","ama":"Frehe P, Kremer H-H. Inklusive Bildung zwischen Beruflichkeit und Subjektorientierung - Eine Analyse ausbildungsvorbereitender Bildungsgänge. In: Veber M, Benölken R, Pfitzner M, eds. <i>Potenzialorientierte Förderung in den Fachdidakten</i>. ; 2017.","apa":"Frehe, P., &#38; Kremer, H.-H. (2017). Inklusive Bildung zwischen Beruflichkeit und Subjektorientierung - Eine Analyse ausbildungsvorbereitender Bildungsgänge. In M. Veber, R. Benölken, &#38; M. Pfitzner (Eds.), <i>Potenzialorientierte Förderung in den Fachdidakten</i>.","short":"P. Frehe, H.-H. Kremer, in: M. Veber, R. Benölken, M. Pfitzner (Eds.), Potenzialorientierte Förderung in den Fachdidakten, 2017.","mla":"Frehe, Petra, and H. Hugo Kremer. “Inklusive Bildung zwischen Beruflichkeit und Subjektorientierung - Eine Analyse ausbildungsvorbereitender Bildungsgänge.” <i>Potenzialorientierte Förderung in den Fachdidakten</i>, edited by M. Veber et al., 2017.","bibtex":"@inbook{Frehe_Kremer_2017, title={Inklusive Bildung zwischen Beruflichkeit und Subjektorientierung - Eine Analyse ausbildungsvorbereitender Bildungsgänge}, booktitle={Potenzialorientierte Förderung in den Fachdidakten}, author={Frehe, Petra and Kremer, H.-Hugo}, editor={Veber, M. and Benölken, R. and Pfitzner, M.Editors}, year={2017} }"},"editor":[{"first_name":"M.","last_name":"Veber","full_name":"Veber, M."},{"full_name":"Benölken, R.","last_name":"Benölken","first_name":"R."},{"full_name":"Pfitzner, M.","last_name":"Pfitzner","first_name":"M."}],"year":"2017","department":[{"_id":"211"}],"user_id":"74378","author":[{"last_name":"Frehe","full_name":"Frehe, Petra","id":"5994","first_name":"Petra"},{"id":"15280","full_name":"Kremer, H.-Hugo","last_name":"Kremer","first_name":"H.-Hugo"}],"date_created":"2019-02-04T12:56:29Z","_id":"7454","date_updated":"2022-01-06T07:03:38Z","language":[{"iso":"ger"}],"title":"Inklusive Bildung zwischen Beruflichkeit und Subjektorientierung - Eine Analyse ausbildungsvorbereitender Bildungsgänge"},{"citation":{"ama":"Platenius MC, Arifulina S, Schäfer W. MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract). In: <i>Tagungsband Software Engineering</i>. Lecture Notes in Informatics (LNI). ; 2017:81--82.","chicago":"Platenius, Marie Christin, Svetlana Arifulina, and Wilhelm Schäfer. “MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract).” In <i>Tagungsband Software Engineering</i>, 81--82. Lecture Notes in Informatics (LNI), 2017.","ieee":"M. C. Platenius, S. Arifulina, and W. Schäfer, “MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract),” in <i>Tagungsband Software Engineering</i>, 2017, pp. 81--82.","bibtex":"@inproceedings{Platenius_Arifulina_Schäfer_2017, series={Lecture Notes in Informatics (LNI)}, title={MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract)}, booktitle={Tagungsband Software Engineering}, author={Platenius, Marie Christin and Arifulina, Svetlana and Schäfer, Wilhelm}, year={2017}, pages={81--82}, collection={Lecture Notes in Informatics (LNI)} }","short":"M.C. Platenius, S. Arifulina, W. Schäfer, in: Tagungsband Software Engineering, 2017, pp. 81--82.","mla":"Platenius, Marie Christin, et al. “MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract).” <i>Tagungsband Software Engineering</i>, 2017, pp. 81--82.","apa":"Platenius, M. C., Arifulina, S., &#38; Schäfer, W. (2017). MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract). In <i>Tagungsband Software Engineering</i> (pp. 81--82)."},"page":"81--82","year":"2017","has_accepted_license":"1","title":"MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract)","author":[{"last_name":"Platenius","full_name":"Platenius, Marie Christin","first_name":"Marie Christin"},{"last_name":"Arifulina","full_name":"Arifulina, Svetlana","first_name":"Svetlana"},{"full_name":"Schäfer, Wilhelm","last_name":"Schäfer","first_name":"Wilhelm"}],"date_created":"2017-10-17T12:41:07Z","date_updated":"2022-01-06T07:03:54Z","file":[{"date_updated":"2018-03-21T13:13:41Z","date_created":"2018-03-21T13:13:41Z","creator":"florida","file_size":200998,"file_name":"84-paper_04.pdf","access_level":"closed","file_id":"1573","content_type":"application/pdf","success":1,"relation":"main_file"}],"status":"public","abstract":[{"text":"The increasing popularity of paradigms like service-oriented computing and cloud com-puting is leading to a growing amount of service providers offering software componentsin the form of deployed, ready-to-use services (Software as a Service, SaaS) [14, 20].In order to discover and select software services, intermediaries apply service matchingapproaches for determining whether the specification of a provided service satisfies therequester’s requirements. There are already lots of different service matching approachesconsidering different service properties (structural, behavioral, and non-functional proper-ties). However, each of these approaches alone is not enough to provide a high matchingresult quality (e.g., accurate matching results) [BOR04].Thus, such approaches should be combined into a more holistic approach leading to moreaccurate matching results. However, this combination is a manual, error-prone procedurewhere many design decisions are made. Furthermore, this procedure has to be repeatedfrequently depending on the context, e.g., to consider different requesters or markets.","lang":"eng"}],"type":"conference","publication":"Tagungsband Software Engineering","file_date_updated":"2018-03-21T13:13:41Z","ddc":["040"],"series_title":"Lecture Notes in Informatics (LNI)","user_id":"15504","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"_id":"3","name":"SFB 901 - Project Area B"}],"_id":"84"}]