[{"year":"2019","citation":{"ama":"Pfannschmidt K, Gupta P, Hüllermeier E. Learning Choice Functions: Concepts and Architectures. <i>arXiv:190110860</i>. 2019.","ieee":"K. Pfannschmidt, P. Gupta, and E. Hüllermeier, “Learning Choice Functions: Concepts and Architectures,” <i>arXiv:1901.10860</i>. 2019.","chicago":"Pfannschmidt, Karlson, Pritha Gupta, and Eyke Hüllermeier. “Learning Choice Functions: Concepts and Architectures.” <i>ArXiv:1901.10860</i>, 2019.","apa":"Pfannschmidt, K., Gupta, P., &#38; Hüllermeier, E. (2019). Learning Choice Functions: Concepts and Architectures. <i>ArXiv:1901.10860</i>.","bibtex":"@article{Pfannschmidt_Gupta_Hüllermeier_2019, title={Learning Choice Functions: Concepts and Architectures}, journal={arXiv:1901.10860}, author={Pfannschmidt, Karlson and Gupta, Pritha and Hüllermeier, Eyke}, year={2019} }","mla":"Pfannschmidt, Karlson, et al. “Learning Choice Functions: Concepts and Architectures.” <i>ArXiv:1901.10860</i>, 2019.","short":"K. Pfannschmidt, P. Gupta, E. Hüllermeier, ArXiv:1901.10860 (2019)."},"title":"Learning Choice Functions: Concepts and Architectures","date_updated":"2022-01-06T06:54:06Z","date_created":"2020-09-17T10:53:38Z","author":[{"first_name":"Karlson","last_name":"Pfannschmidt","full_name":"Pfannschmidt, Karlson"},{"full_name":"Gupta, Pritha","last_name":"Gupta","first_name":"Pritha"},{"first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke"}],"abstract":[{"text":"We study the problem of learning choice functions, which play an important\r\nrole in various domains of application, most notably in the field of economics.\r\nFormally, a choice function is a mapping from sets to sets: Given a set of\r\nchoice alternatives as input, a choice function identifies a subset of most\r\npreferred elements. Learning choice functions from suitable training data comes\r\nwith a number of challenges. For example, the sets provided as input and the\r\nsubsets produced as output can be of any size. Moreover, since the order in\r\nwhich alternatives are presented is irrelevant, a choice function should be\r\nsymmetric. Perhaps most importantly, choice functions are naturally\r\ncontext-dependent, in the sense that the preference in favor of an alternative\r\nmay depend on what other options are available. We formalize the problem of\r\nlearning choice functions and present two general approaches based on two\r\nrepresentations of context-dependent utility functions. Both approaches are\r\ninstantiated by means of appropriate neural network architectures, and their\r\nperformance is demonstrated on suitable benchmark tasks.","lang":"eng"}],"status":"public","type":"preprint","publication":"arXiv:1901.10860","language":[{"iso":"eng"}],"project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"19523","user_id":"13472","department":[{"_id":"7"},{"_id":"355"}]},{"abstract":[{"text":"For optimal placement and orchestration of network services, it is crucial\r\nthat their structure and semantics are specified clearly and comprehensively\r\nand are available to an orchestrator. Existing specification approaches are\r\neither ambiguous or miss important aspects regarding the behavior of virtual\r\nnetwork functions (VNFs) forming a service. We propose to formally and\r\nunambiguously specify the behavior of these functions and services using\r\nQueuing Petri Nets (QPNs). QPNs are an established method that allows to\r\nexpress queuing, synchronization, stochastically distributed processing delays,\r\nand changing traffic volume and characteristics at each VNF. With QPNs,\r\nmultiple VNFs can be connected to complete network services in any structure,\r\neven specifying bidirectional network services containing loops.\r\n  We discuss how management and orchestration systems can benefit from our\r\nclear and comprehensive specification approach, leading to better placement of\r\nVNFs and improved Quality of Service. Another benefit of formally specifying\r\nnetwork services with QPNs are diverse analysis options, which allow valuable\r\ninsights such as the distribution of end-to-end delay. We propose a tool-based\r\nworkflow that supports the specification of network services and the automatic\r\ngeneration of corresponding simulation code to enable an in-depth analysis of\r\ntheir behavior and performance.","lang":"eng"}],"file":[{"content_type":"application/pdf","relation":"main_file","creator":"stschn","date_created":"2019-01-07T12:38:35Z","date_updated":"2019-01-07T12:38:35Z","file_id":"6504","file_name":"ris_preprint.pdf","access_level":"open_access","file_size":497528}],"publication":"2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)","ddc":["040"],"language":[{"iso":"eng"}],"year":"2019","title":"Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets","publisher":"IFIP","date_created":"2018-06-18T15:23:18Z","status":"public","type":"conference","file_date_updated":"2019-01-07T12:38:35Z","_id":"3287","project":[{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B3","_id":"11"},{"_id":"1","name":"SFB 901"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"},{"name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28","grant_number":"761493"},{"_id":"25","name":"SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized Networks","grant_number":"671517","call_identifier":"5G PPP Phase 1"}],"department":[{"_id":"77"},{"_id":"75"}],"user_id":"35343","place":"Washington, DC, USA","page":"116--124","citation":{"chicago":"Schneider, Stefan Balthasar, Arnab Sharma, Holger Karl, and Heike Wehrheim. “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets.” In <i>2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)</i>, 116--124. Washington, DC, USA: IFIP, 2019.","ieee":"S. B. Schneider, A. Sharma, H. Karl, and H. Wehrheim, “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets,” in <i>2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)</i>, Washington, DC, USA, 2019, pp. 116--124.","ama":"Schneider SB, Sharma A, Karl H, Wehrheim H. Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In: <i>2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)</i>. Washington, DC, USA: IFIP; 2019:116--124.","short":"S.B. Schneider, A. Sharma, H. Karl, H. Wehrheim, in: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), IFIP, Washington, DC, USA, 2019, pp. 116--124.","mla":"Schneider, Stefan Balthasar, et al. “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets.” <i>2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)</i>, IFIP, 2019, pp. 116--124.","bibtex":"@inproceedings{Schneider_Sharma_Karl_Wehrheim_2019, place={Washington, DC, USA}, title={Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets}, booktitle={2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)}, publisher={IFIP}, author={Schneider, Stefan Balthasar and Sharma, Arnab and Karl, Holger and Wehrheim, Heike}, year={2019}, pages={116--124} }","apa":"Schneider, S. B., Sharma, A., Karl, H., &#38; Wehrheim, H. (2019). Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In <i>2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)</i> (pp. 116--124). Washington, DC, USA: IFIP."},"has_accepted_license":"1","conference":{"start_date":"2019-04-08","name":"2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)","location":"Washington, DC, USA","end_date":"2019-04-12"},"main_file_link":[{"open_access":"1","url":"http://dl.ifip.org/db/conf/im/im2019/188490.pdf"}],"date_updated":"2022-01-06T06:59:09Z","oa":"1","author":[{"last_name":"Schneider","orcid":"0000-0001-8210-4011","full_name":"Schneider, Stefan Balthasar","id":"35343","first_name":"Stefan Balthasar"},{"first_name":"Arnab","last_name":"Sharma","full_name":"Sharma, Arnab","id":"67200"},{"id":"126","full_name":"Karl, Holger","last_name":"Karl","first_name":"Holger"},{"last_name":"Wehrheim","full_name":"Wehrheim, Heike","id":"573","first_name":"Heike"}]},{"year":"2019","title":"CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation","publisher":"Elsevier","date_created":"2018-07-20T14:08:49Z","abstract":[{"text":"Existing approaches and tools for the generation of approximate circuits often lack generality and are restricted to certain circuit types, approximation techniques, and quality assurance methods. Moreover, only few tools are publicly available. This hinders the development and evaluation of new techniques for approximating circuits and their comparison to previous approaches. In this paper, we first analyze and classify related approaches and then present CIRCA, our flexible framework for search-based approximate circuit generation. CIRCA is developed with a focus on modularity and extensibility. We present the architecture of CIRCA with its clear separation into stages and functional blocks, report on the current prototype, and show initial experiments.","lang":"eng"}],"publication":"Microelectronics Reliability","keyword":["Approximate Computing","Framework","Pareto Front","Accuracy"],"language":[{"iso":"eng"}],"citation":{"bibtex":"@article{Witschen_Wiersema_Ghasemzadeh Mohammadi_Awais_Platzner_2019, title={CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation}, volume={99}, DOI={<a href=\"https://doi.org/10.1016/j.microrel.2019.04.003\">10.1016/j.microrel.2019.04.003</a>}, journal={Microelectronics Reliability}, publisher={Elsevier}, author={Witschen, Linus Matthias and Wiersema, Tobias and Ghasemzadeh Mohammadi, Hassan and Awais, Muhammad and Platzner, Marco}, year={2019}, pages={277–290} }","short":"L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Microelectronics Reliability 99 (2019) 277–290.","mla":"Witschen, Linus Matthias, et al. “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation.” <i>Microelectronics Reliability</i>, vol. 99, Elsevier, 2019, pp. 277–90, doi:<a href=\"https://doi.org/10.1016/j.microrel.2019.04.003\">10.1016/j.microrel.2019.04.003</a>.","apa":"Witschen, L. M., Wiersema, T., Ghasemzadeh Mohammadi, H., Awais, M., &#38; Platzner, M. (2019). CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation. <i>Microelectronics Reliability</i>, <i>99</i>, 277–290. <a href=\"https://doi.org/10.1016/j.microrel.2019.04.003\">https://doi.org/10.1016/j.microrel.2019.04.003</a>","ama":"Witschen LM, Wiersema T, Ghasemzadeh Mohammadi H, Awais M, Platzner M. CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation. <i>Microelectronics Reliability</i>. 2019;99:277-290. doi:<a href=\"https://doi.org/10.1016/j.microrel.2019.04.003\">10.1016/j.microrel.2019.04.003</a>","chicago":"Witschen, Linus Matthias, Tobias Wiersema, Hassan Ghasemzadeh Mohammadi, Muhammad Awais, and Marco Platzner. “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation.” <i>Microelectronics Reliability</i> 99 (2019): 277–90. <a href=\"https://doi.org/10.1016/j.microrel.2019.04.003\">https://doi.org/10.1016/j.microrel.2019.04.003</a>.","ieee":"L. M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, and M. Platzner, “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation,” <i>Microelectronics Reliability</i>, vol. 99, pp. 277–290, 2019."},"page":"277-290","intvolume":"        99","publication_status":"published","publication_identifier":{"issn":["0026-2714"]},"doi":"10.1016/j.microrel.2019.04.003","date_updated":"2022-01-06T06:59:25Z","author":[{"first_name":"Linus Matthias","last_name":"Witschen","id":"49051","full_name":"Witschen, Linus Matthias"},{"last_name":"Wiersema","full_name":"Wiersema, Tobias","id":"3118","first_name":"Tobias"},{"id":"61186","full_name":"Ghasemzadeh Mohammadi, Hassan","last_name":"Ghasemzadeh Mohammadi","first_name":"Hassan"},{"first_name":"Muhammad","full_name":"Awais, Muhammad","id":"64665","orcid":"https://orcid.org/0000-0003-4148-2969","last_name":"Awais"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco","id":"398"}],"volume":99,"status":"public","type":"journal_article","project":[{"_id":"12","name":"SFB 901 - Subproject B4"},{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"3585","user_id":"49051","department":[{"_id":"78"}]},{"status":"public","publication":"Theoretical Computer Science","type":"journal_article","language":[{"iso":"eng"}],"_id":"2916","project":[{"_id":"45","name":"Soft-Clustering - Von Heuristiken zu Approximationsalgorithmen"}],"department":[{"_id":"64"}],"user_id":"13291","year":"2019","intvolume":"       754","page":"88-106","citation":{"ama":"Brauer S. Complexity of single-swap heuristics for metric facility location and related problems. <i>Theoretical Computer Science</i>. 2019;754:88-106. doi:<a href=\"https://doi.org/10.1016/j.tcs.2018.04.048\">10.1016/j.tcs.2018.04.048</a>","chicago":"Brauer, Sascha. “Complexity of Single-Swap Heuristics for Metric Facility Location and Related Problems.” <i>Theoretical Computer Science</i> 754 (2019): 88–106. <a href=\"https://doi.org/10.1016/j.tcs.2018.04.048\">https://doi.org/10.1016/j.tcs.2018.04.048</a>.","ieee":"S. Brauer, “Complexity of single-swap heuristics for metric facility location and related problems,” <i>Theoretical Computer Science</i>, vol. 754, pp. 88–106, 2019.","apa":"Brauer, S. (2019). Complexity of single-swap heuristics for metric facility location and related problems. <i>Theoretical Computer Science</i>, <i>754</i>, 88–106. <a href=\"https://doi.org/10.1016/j.tcs.2018.04.048\">https://doi.org/10.1016/j.tcs.2018.04.048</a>","bibtex":"@article{Brauer_2019, title={Complexity of single-swap heuristics for metric facility location and related problems}, volume={754}, DOI={<a href=\"https://doi.org/10.1016/j.tcs.2018.04.048\">10.1016/j.tcs.2018.04.048</a>}, journal={Theoretical Computer Science}, publisher={Elsevier}, author={Brauer, Sascha}, year={2019}, pages={88–106} }","mla":"Brauer, Sascha. “Complexity of Single-Swap Heuristics for Metric Facility Location and Related Problems.” <i>Theoretical Computer Science</i>, vol. 754, Elsevier, 2019, pp. 88–106, doi:<a href=\"https://doi.org/10.1016/j.tcs.2018.04.048\">10.1016/j.tcs.2018.04.048</a>.","short":"S. Brauer, Theoretical Computer Science 754 (2019) 88–106."},"publication_identifier":{"issn":["0304-3975"]},"publication_status":"published","title":"Complexity of single-swap heuristics for metric facility location and related problems","doi":"10.1016/j.tcs.2018.04.048","publisher":"Elsevier","date_updated":"2022-01-06T06:58:46Z","volume":754,"date_created":"2018-05-25T11:10:36Z","author":[{"last_name":"Brauer","full_name":"Brauer, Sascha","id":"13291","first_name":"Sascha"}]},{"language":[{"iso":"eng"}],"_id":"17339","user_id":"57458","department":[{"_id":"66"}],"status":"public","type":"journal_article","publication":"Information Systems","title":"Special issue: Selected papers of BPM 2017","doi":"10.1016/j.is.2019.06.001","date_updated":"2022-01-06T06:53:08Z","author":[{"last_name":"Carmona","full_name":"Carmona, Josep","first_name":"Josep"},{"first_name":"Gregor","last_name":"Engels","id":"107","full_name":"Engels, Gregor"},{"last_name":"Kumar","full_name":"Kumar, Akhil","first_name":"Akhil"},{"first_name":"Manfred","full_name":"Reichert, Manfred","last_name":"Reichert"}],"date_created":"2020-06-26T10:48:24Z","year":"2019","citation":{"apa":"Carmona, J., Engels, G., Kumar, A., &#38; Reichert, M. (2019). Special issue: Selected papers of BPM 2017. <i>Information Systems</i>, 238–239. <a href=\"https://doi.org/10.1016/j.is.2019.06.001\">https://doi.org/10.1016/j.is.2019.06.001</a>","short":"J. Carmona, G. Engels, A. Kumar, M. Reichert, Information Systems (2019) 238–239.","mla":"Carmona, Josep, et al. “Special Issue: Selected Papers of BPM 2017.” <i>Information Systems</i>, 2019, pp. 238–39, doi:<a href=\"https://doi.org/10.1016/j.is.2019.06.001\">10.1016/j.is.2019.06.001</a>.","bibtex":"@article{Carmona_Engels_Kumar_Reichert_2019, title={Special issue: Selected papers of BPM 2017}, DOI={<a href=\"https://doi.org/10.1016/j.is.2019.06.001\">10.1016/j.is.2019.06.001</a>}, journal={Information Systems}, author={Carmona, Josep and Engels, Gregor and Kumar, Akhil and Reichert, Manfred}, year={2019}, pages={238–239} }","ama":"Carmona J, Engels G, Kumar A, Reichert M. Special issue: Selected papers of BPM 2017. <i>Information Systems</i>. 2019:238-239. doi:<a href=\"https://doi.org/10.1016/j.is.2019.06.001\">10.1016/j.is.2019.06.001</a>","chicago":"Carmona, Josep, Gregor Engels, Akhil Kumar, and Manfred Reichert. “Special Issue: Selected Papers of BPM 2017.” <i>Information Systems</i>, 2019, 238–39. <a href=\"https://doi.org/10.1016/j.is.2019.06.001\">https://doi.org/10.1016/j.is.2019.06.001</a>.","ieee":"J. Carmona, G. Engels, A. Kumar, and M. Reichert, “Special issue: Selected papers of BPM 2017,” <i>Information Systems</i>, pp. 238–239, 2019."},"page":"238-239","publication_status":"published","publication_identifier":{"issn":["0306-4379"]}},{"status":"public","type":"conference","language":[{"iso":"eng"}],"user_id":"57458","department":[{"_id":"66"}],"_id":"17342","citation":{"ieee":"G. Engels <i>et al.</i>, “2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C),” 2019.","chicago":"Engels, Gregor, Loli Burgueno, Alexander Pretschner, Sebastian Voss, Michel Chaudron, Jörg Kienzle, Markus Völter, et al. “2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C),” 2019. <a href=\"https://doi.org/10.1109/models-c48269.2019\">https://doi.org/10.1109/models-c48269.2019</a>.","ama":"Engels G, Burgueno L, Pretschner A, et al. 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C). In: ; 2019. doi:<a href=\"https://doi.org/10.1109/models-c48269.2019\">10.1109/models-c48269.2019</a>","short":"G. Engels, L. Burgueno, A. Pretschner, S. Voss, M. Chaudron, J. Kienzle, M. Völter, S. Gérard, M. Zahedi, E. Bousse, A. Rensink, F. Polack, G. Kappel, in: 2019.","mla":"Engels, Gregor, et al. <i>2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C)</i>. 2019, doi:<a href=\"https://doi.org/10.1109/models-c48269.2019\">10.1109/models-c48269.2019</a>.","bibtex":"@inproceedings{Engels_Burgueno_Pretschner_Voss_Chaudron_Kienzle_Völter_Gérard_Zahedi_Bousse_et al._2019, title={2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C)}, DOI={<a href=\"https://doi.org/10.1109/models-c48269.2019\">10.1109/models-c48269.2019</a>}, author={Engels, Gregor and Burgueno, Loli and Pretschner, Alexander and Voss, Sebastian and Chaudron, Michel and Kienzle, Jörg and Völter, Markus and Gérard, Sébastien and Zahedi, Mansooreh and Bousse, Erwan and et al.}, year={2019} }","apa":"Engels, G., Burgueno, L., Pretschner, A., Voss, S., Chaudron, M., Kienzle, J., … Kappel, G. (2019). 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C). <a href=\"https://doi.org/10.1109/models-c48269.2019\">https://doi.org/10.1109/models-c48269.2019</a>"},"year":"2019","publication_status":"published","publication_identifier":{"isbn":["9781728151250"]},"doi":"10.1109/models-c48269.2019","title":"2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C)","author":[{"first_name":"Gregor","last_name":"Engels","full_name":"Engels, Gregor","id":"107"},{"last_name":"Burgueno","full_name":"Burgueno, Loli","first_name":"Loli"},{"first_name":"Alexander","full_name":"Pretschner, Alexander","last_name":"Pretschner"},{"full_name":"Voss, Sebastian","last_name":"Voss","first_name":"Sebastian"},{"first_name":"Michel","full_name":"Chaudron, Michel","last_name":"Chaudron"},{"full_name":"Kienzle, Jörg","last_name":"Kienzle","first_name":"Jörg"},{"full_name":"Völter, Markus","last_name":"Völter","first_name":"Markus"},{"first_name":"Sébastien","full_name":"Gérard, Sébastien","last_name":"Gérard"},{"full_name":"Zahedi, Mansooreh","last_name":"Zahedi","first_name":"Mansooreh"},{"first_name":"Erwan","full_name":"Bousse, Erwan","last_name":"Bousse"},{"last_name":"Rensink","full_name":"Rensink, Arend","first_name":"Arend"},{"first_name":"Fiona","full_name":"Polack, Fiona","last_name":"Polack"},{"full_name":"Kappel, Gerti","last_name":"Kappel","first_name":"Gerti"}],"date_created":"2020-06-26T11:07:12Z","date_updated":"2022-01-06T06:53:08Z"},{"citation":{"ama":"Engels G, Becker C, Feenberg A, Ferrario MA, Fitzpatrick G. Values in Computing (Dagstuhl Seminar 19291). <i>Dagstuhl Reports 9(7)</i>. 2019. doi:<a href=\"https://doi.org/10.4230/DAGREP.9.7.40\">10.4230/DAGREP.9.7.40</a>","ieee":"G. Engels, C. Becker, A. Feenberg, M. A. Ferrario, and G. Fitzpatrick, “Values in Computing (Dagstuhl Seminar 19291),” <i>Dagstuhl Reports 9(7)</i>, 2019.","chicago":"Engels, Gregor, Christoph Becker, Andrew Feenberg, Maria Angela Ferrario, and Geraldine Fitzpatrick. “Values in Computing (Dagstuhl Seminar 19291).” <i>Dagstuhl Reports 9(7)</i>, 2019. <a href=\"https://doi.org/10.4230/DAGREP.9.7.40\">https://doi.org/10.4230/DAGREP.9.7.40</a>.","apa":"Engels, G., Becker, C., Feenberg, A., Ferrario, M. A., &#38; Fitzpatrick, G. (2019). Values in Computing (Dagstuhl Seminar 19291). <i>Dagstuhl Reports 9(7)</i>. <a href=\"https://doi.org/10.4230/DAGREP.9.7.40\">https://doi.org/10.4230/DAGREP.9.7.40</a>","mla":"Engels, Gregor, et al. “Values in Computing (Dagstuhl Seminar 19291).” <i>Dagstuhl Reports 9(7)</i>, 2019, doi:<a href=\"https://doi.org/10.4230/DAGREP.9.7.40\">10.4230/DAGREP.9.7.40</a>.","bibtex":"@article{Engels_Becker_Feenberg_Ferrario_Fitzpatrick_2019, title={Values in Computing (Dagstuhl Seminar 19291)}, DOI={<a href=\"https://doi.org/10.4230/DAGREP.9.7.40\">10.4230/DAGREP.9.7.40</a>}, journal={Dagstuhl Reports 9(7)}, author={Engels, Gregor and Becker, Christoph and Feenberg, Andrew and Ferrario, Maria Angela and Fitzpatrick, Geraldine}, year={2019} }","short":"G. Engels, C. Becker, A. Feenberg, M.A. Ferrario, G. Fitzpatrick, Dagstuhl Reports 9(7) (2019)."},"year":"2019","publication_status":"published","doi":"10.4230/DAGREP.9.7.40","title":"Values in Computing (Dagstuhl Seminar 19291)","date_created":"2020-06-26T11:11:54Z","author":[{"full_name":"Engels, Gregor","id":"107","last_name":"Engels","first_name":"Gregor"},{"first_name":"Christoph","full_name":"Becker, Christoph","last_name":"Becker"},{"first_name":"Andrew","full_name":"Feenberg, Andrew","last_name":"Feenberg"},{"full_name":"Ferrario, Maria Angela","last_name":"Ferrario","first_name":"Maria Angela"},{"last_name":"Fitzpatrick","full_name":"Fitzpatrick, Geraldine","first_name":"Geraldine"}],"date_updated":"2022-01-06T06:53:08Z","status":"public","publication":"Dagstuhl Reports 9(7)","type":"journal_article","language":[{"iso":"eng"}],"department":[{"_id":"66"}],"user_id":"57458","_id":"17343"},{"status":"public","publication":"Procedia CIRP","type":"journal_article","language":[{"iso":"eng"}],"_id":"17392","department":[{"_id":"563"}],"user_id":"43136","year":"2019","page":"992-997","citation":{"ieee":"M. Massmann <i>et al.</i>, “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” <i>Procedia CIRP</i>, pp. 992–997, 2019.","chicago":"Massmann, Melina, Maurice Meyer, Roman Dumitrescu, Sebastian von Enzberg, Maximilian Frank, Christian Koldewey, Arno Kühn, and Jannik Reinhold. “Significance and Challenges of Data-Driven Product Generation and Retrofit Planning.” <i>Procedia CIRP</i>, 2019, 992–97. <a href=\"https://doi.org/10.1016/j.procir.2019.04.226\">https://doi.org/10.1016/j.procir.2019.04.226</a>.","ama":"Massmann M, Meyer M, Dumitrescu R, et al. Significance and Challenges of Data-driven Product Generation and Retrofit Planning. <i>Procedia CIRP</i>. 2019:992-997. doi:<a href=\"https://doi.org/10.1016/j.procir.2019.04.226\">10.1016/j.procir.2019.04.226</a>","short":"M. Massmann, M. Meyer, R. Dumitrescu, S. von Enzberg, M. Frank, C. Koldewey, A. Kühn, J. 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Koning, G. Polevoy, L. Meijer, C. de Laat, and P. Grosso, “Approaches for Collaborative Security Defences in Multi Network Environments,” in <i>2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)</i>, 2019, pp. 113–123.","apa":"Koning, R., Polevoy, G., Meijer, L., de Laat, C., &#38; Grosso, P. (2019). Approaches for Collaborative Security Defences in Multi Network Environments. In <i>2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)</i> (pp. 113–123). <a href=\"https://doi.org/10.1109/CSCloud/EdgeCom.2019.000-9\">https://doi.org/10.1109/CSCloud/EdgeCom.2019.000-9</a>","mla":"Koning, Ralph, et al. “Approaches for Collaborative Security Defences in Multi Network Environments.” <i>2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)</i>, 2019, pp. 113–23, doi:<a href=\"https://doi.org/10.1109/CSCloud/EdgeCom.2019.000-9\">10.1109/CSCloud/EdgeCom.2019.000-9</a>.","bibtex":"@inproceedings{Koning_Polevoy_Meijer_de Laat_Grosso_2019, series={2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)}, title={Approaches for Collaborative Security Defences in Multi Network Environments}, DOI={<a href=\"https://doi.org/10.1109/CSCloud/EdgeCom.2019.000-9\">10.1109/CSCloud/EdgeCom.2019.000-9</a>}, booktitle={2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)}, author={Koning, Ralph and Polevoy, Gleb and Meijer, Lydia and de Laat, Cees and Grosso, Paola}, year={2019}, pages={113–123}, collection={2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)} }","short":"R. Koning, G. Polevoy, L. Meijer, C. de Laat, P. Grosso, in: 2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom), 2019, pp. 113–123."},"publication_identifier":{"issn":["null"]},"doi":"10.1109/CSCloud/EdgeCom.2019.000-9","conference":{"name":"2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)"},"main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/8854057/authors#authors"}],"date_updated":"2022-01-06T06:53:16Z","author":[{"last_name":"Koning","full_name":"Koning, Ralph","first_name":"Ralph"},{"last_name":"Polevoy","id":"83983","full_name":"Polevoy, Gleb","first_name":"Gleb"},{"first_name":"Lydia","full_name":"Meijer, Lydia","last_name":"Meijer"},{"first_name":"Cees","last_name":"de Laat","full_name":"de Laat, Cees"},{"first_name":"Paola","last_name":"Grosso","full_name":"Grosso, Paola"}],"abstract":[{"lang":"eng","text":"Resolving distributed attacks benefits from collaboration between networks. We present three approaches for the same multi-domain defensive action that can be applied in such an alliance: 1) Counteract Everywhere, 2) Minimize Countermeasures, and 3) Minimize Propagation. First, we provide a formula to compute efficiency of a defense; then we use this formula to compute the efficiency of the approaches under various circumstances. Finally, we discuss how task execution order and timing influence defense efficiency. Our results show that the Minimize Propagation approach is the most efficient method when defending against the chosen attack."}],"publication":"2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom)","keyword":["computer network security","multinetwork environments","multidomain defensive action","task execution order","timing influence defense efficiency","distributed attacks","collaborative security defence approach","minimize propagation approach","minimize countermeasure approach","counteract everywhere approach","Conferences","Cloud computing","Computer crime","Edge computing","Security","Defense Approaches","Multi-Domain Defense","Collaborative Defense","Defense Algorithms","Computer Networks"],"language":[{"iso":"eng"}],"year":"2019","quality_controlled":"1","title":"Approaches for Collaborative Security Defences in Multi Network Environments","date_created":"2020-08-06T15:23:23Z"},{"language":[{"iso":"eng"}],"user_id":"15504","department":[{"_id":"79"}],"_id":"17809","status":"public","type":"mastersthesis","title":"Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems","date_created":"2020-08-11T11:06:28Z","supervisor":[{"first_name":"Christian","last_name":"Scheideler","full_name":"Scheideler, Christian","id":"20792"}],"author":[{"first_name":"N.","full_name":"N., N.","last_name":"N."}],"date_updated":"2022-01-06T06:53:20Z","citation":{"short":"N. N., Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems, 2019.","bibtex":"@book{N._2019, title={Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems}, author={N., N.}, year={2019} }","mla":"N., N. <i>Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems</i>. 2019.","apa":"N., N. (2019). <i>Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems</i>.","ieee":"N. N., <i>Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems</i>. 2019.","chicago":"N., N. <i>Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems</i>, 2019.","ama":"N. N. <i>Scalable Multi Objective Path Optimization for Multi-Laser Selective Laser Melting Scanning Systems</i>.; 2019."},"year":"2019"},{"status":"public","type":"dissertation","language":[{"iso":"eng"}],"user_id":"15415","department":[{"_id":"63"}],"_id":"18975","citation":{"apa":"Malatyali, M. (2019). <i>Big Data: Sublinear Algorithms for Distributed Data Streams</i>. Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-766\">https://doi.org/10.17619/UNIPB/1-766</a>","bibtex":"@book{Malatyali_2019, place={Universität Paderborn}, title={Big Data: Sublinear Algorithms for Distributed Data Streams}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-766\">10.17619/UNIPB/1-766</a>}, author={Malatyali, Manuel}, year={2019} }","short":"M. Malatyali, Big Data: Sublinear Algorithms for Distributed Data Streams, Universität Paderborn, 2019.","mla":"Malatyali, Manuel. <i>Big Data: Sublinear Algorithms for Distributed Data Streams</i>. 2019, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-766\">10.17619/UNIPB/1-766</a>.","ama":"Malatyali M. <i>Big Data: Sublinear Algorithms for Distributed Data Streams</i>. Universität Paderborn; 2019. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-766\">10.17619/UNIPB/1-766</a>","ieee":"M. Malatyali, <i>Big Data: Sublinear Algorithms for Distributed Data Streams</i>. Universität Paderborn, 2019.","chicago":"Malatyali, Manuel. <i>Big Data: Sublinear Algorithms for Distributed Data Streams</i>. 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