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A Review on the Modeling of the Clinching Process Chain - Part III: Operational Phase. <i>Journal of Advanced Joining Processes</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1016/j.jajp.2022.100135\">10.1016/j.jajp.2022.100135</a>","bibtex":"@article{Schramm_Harzheim_Weiß_Joy_Hofmann_Mergheim_Wallmersperger_2022, title={A Review on the Modeling of the Clinching Process Chain - Part III: Operational Phase}, DOI={<a href=\"https://doi.org/10.1016/j.jajp.2022.100135\">10.1016/j.jajp.2022.100135</a>}, number={100135}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier BV}, author={Schramm, Britta and Harzheim, Sven and Weiß, Deborah and Joy, Tintu David and Hofmann, Martin and Mergheim, Julia and Wallmersperger, Thomas}, year={2022} }","apa":"Schramm, B., Harzheim, S., Weiß, D., Joy, T. D., Hofmann, M., Mergheim, J., &#38; Wallmersperger, T. (2022). A Review on the Modeling of the Clinching Process Chain - Part III: Operational Phase. <i>Journal of Advanced Joining Processes</i>, Article 100135. <a href=\"https://doi.org/10.1016/j.jajp.2022.100135\">https://doi.org/10.1016/j.jajp.2022.100135</a>","ieee":"B. Schramm <i>et al.</i>, “A Review on the Modeling of the Clinching Process Chain - Part III: Operational Phase,” <i>Journal of Advanced Joining Processes</i>, Art. no. 100135, 2022, doi: <a href=\"https://doi.org/10.1016/j.jajp.2022.100135\">10.1016/j.jajp.2022.100135</a>.","short":"B. Schramm, S. Harzheim, D. Weiß, T.D. Joy, M. Hofmann, J. Mergheim, T. Wallmersperger, Journal of Advanced Joining Processes (2022).","chicago":"Schramm, Britta, Sven Harzheim, Deborah Weiß, Tintu David Joy, Martin Hofmann, Julia Mergheim, and Thomas Wallmersperger. “A Review on the Modeling of the Clinching Process Chain - Part III: Operational Phase.” <i>Journal of Advanced Joining Processes</i>, 2022. <a href=\"https://doi.org/10.1016/j.jajp.2022.100135\">https://doi.org/10.1016/j.jajp.2022.100135</a>."},"project":[{"_id":"130","name":"TRR 285: TRR 285"},{"_id":"143","name":"TRR 285 – B04: TRR 285 - Subproject B04"},{"_id":"142","name":"TRR 285 – B03: TRR 285 - Subproject B03"},{"_id":"139","name":"TRR 285 – A05: TRR 285 - Subproject A05"},{"name":"TRR 285 - Project Area B","_id":"132"},{"_id":"131","name":"TRR 285 - Project Area A"}],"quality_controlled":"1","_id":"34070","publisher":"Elsevier BV","user_id":"7850","status":"public"},{"doi":"10.1016/j.jajp.2022.100108","language":[{"iso":"eng"}],"article_number":"100108","publication_status":"published","date_updated":"2026-05-12T13:49:43Z","publication_identifier":{"issn":["2666-3309"]},"author":[{"first_name":"Robert","last_name":"Kupfer","full_name":"Kupfer, Robert"},{"last_name":"Köhler","first_name":"Daniel","full_name":"Köhler, Daniel"},{"full_name":"Römisch, David","last_name":"Römisch","first_name":"David"},{"full_name":"Wituschek, Simon","first_name":"Simon","last_name":"Wituschek"},{"full_name":"Ewenz, Lars","first_name":"Lars","last_name":"Ewenz"},{"full_name":"Kalich, Jan","first_name":"Jan","last_name":"Kalich"},{"id":"45673","full_name":"Weiß, Deborah","first_name":"Deborah","last_name":"Weiß"},{"first_name":"Behdad","last_name":"Sadeghian","full_name":"Sadeghian, Behdad"},{"full_name":"Busch, Matthias","first_name":"Matthias","last_name":"Busch"},{"id":"44307","full_name":"Krüger, Jan Tobias","last_name":"Krüger","first_name":"Jan Tobias","orcid":"0000-0002-0827-9654"},{"last_name":"Neuser","first_name":"Moritz","full_name":"Neuser, Moritz","id":"32340"},{"id":"43822","first_name":"Olexandr","last_name":"Grydin","full_name":"Grydin, Olexandr"},{"full_name":"Böhnke, Max","first_name":"Max","last_name":"Böhnke","id":"45779"},{"last_name":"Bielak","first_name":"Christian-Roman","full_name":"Bielak, Christian-Roman"},{"first_name":"Juliane","last_name":"Troschitz","full_name":"Troschitz, Juliane"}],"title":"Clinching of Aluminum Materials – Methods for the Continuous Characterization of Process, Microstructure and Properties","year":"2022","department":[{"_id":"158"}],"keyword":["Mechanical Engineering","Mechanics of Materials","Engineering (miscellaneous)","Chemical Engineering (miscellaneous)"],"type":"journal_article","date_created":"2022-05-12T13:48:16Z","publication":"Journal of Advanced Joining Processes","user_id":"7850","_id":"31238","publisher":"Elsevier BV","status":"public","project":[{"_id":"131","name":"TRR 285 - A: TRR 285 - Project Area A"},{"name":"TRR 285 – A02: TRR 285 - Subproject A02","_id":"136"},{"_id":"130","name":"TRR 285:  Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen Prozessketten"}],"quality_controlled":"1","citation":{"apa":"Kupfer, R., Köhler, D., Römisch, D., Wituschek, S., Ewenz, L., Kalich, J., Weiß, D., Sadeghian, B., Busch, M., Krüger, J. T., Neuser, M., Grydin, O., Böhnke, M., Bielak, C.-R., &#38; Troschitz, J. (2022). Clinching of Aluminum Materials – Methods for the Continuous Characterization of Process, Microstructure and Properties. <i>Journal of Advanced Joining Processes</i>, Article 100108. <a href=\"https://doi.org/10.1016/j.jajp.2022.100108\">https://doi.org/10.1016/j.jajp.2022.100108</a>","ieee":"R. Kupfer <i>et al.</i>, “Clinching of Aluminum Materials – Methods for the Continuous Characterization of Process, Microstructure and Properties,” <i>Journal of Advanced Joining Processes</i>, Art. no. 100108, 2022, doi: <a href=\"https://doi.org/10.1016/j.jajp.2022.100108\">10.1016/j.jajp.2022.100108</a>.","short":"R. Kupfer, D. Köhler, D. Römisch, S. Wituschek, L. Ewenz, J. Kalich, D. Weiß, B. Sadeghian, M. Busch, J.T. Krüger, M. Neuser, O. Grydin, M. Böhnke, C.-R. Bielak, J. Troschitz, Journal of Advanced Joining Processes (2022).","chicago":"Kupfer, Robert, Daniel Köhler, David Römisch, Simon Wituschek, Lars Ewenz, Jan Kalich, Deborah Weiß, et al. “Clinching of Aluminum Materials – Methods for the Continuous Characterization of Process, Microstructure and Properties.” <i>Journal of Advanced Joining Processes</i>, 2022. <a href=\"https://doi.org/10.1016/j.jajp.2022.100108\">https://doi.org/10.1016/j.jajp.2022.100108</a>.","mla":"Kupfer, Robert, et al. “Clinching of Aluminum Materials – Methods for the Continuous Characterization of Process, Microstructure and Properties.” <i>Journal of Advanced Joining Processes</i>, 100108, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.jajp.2022.100108\">10.1016/j.jajp.2022.100108</a>.","ama":"Kupfer R, Köhler D, Römisch D, et al. Clinching of Aluminum Materials – Methods for the Continuous Characterization of Process, Microstructure and Properties. <i>Journal of Advanced Joining Processes</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1016/j.jajp.2022.100108\">10.1016/j.jajp.2022.100108</a>","bibtex":"@article{Kupfer_Köhler_Römisch_Wituschek_Ewenz_Kalich_Weiß_Sadeghian_Busch_Krüger_et al._2022, title={Clinching of Aluminum Materials – Methods for the Continuous Characterization of Process, Microstructure and Properties}, DOI={<a href=\"https://doi.org/10.1016/j.jajp.2022.100108\">10.1016/j.jajp.2022.100108</a>}, number={100108}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier BV}, author={Kupfer, Robert and Köhler, Daniel and Römisch, David and Wituschek, Simon and Ewenz, Lars and Kalich, Jan and Weiß, Deborah and Sadeghian, Behdad and Busch, Matthias and Krüger, Jan Tobias and et al.}, year={2022} }"}},{"publisher":"Springer International Publishing","_id":"29771","language":[{"iso":"eng"}],"doi":"10.1007/978-3-030-92529-1_96","user_id":"7850","year":"2022","title":"Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum Strips","status":"public","publication_identifier":{"isbn":["9783030925284","9783030925291"],"issn":["2367-1181","2367-1696"]},"author":[{"last_name":"Grydin","first_name":"Olexandr","full_name":"Grydin, Olexandr","id":"43822"},{"last_name":"Mortensen","first_name":"Dag","full_name":"Mortensen, Dag"},{"first_name":"Moritz","last_name":"Neuser","full_name":"Neuser, Moritz","id":"32340"},{"full_name":"Lindholm, Dag","first_name":"Dag","last_name":"Lindholm"},{"first_name":"Hallvard G.","last_name":"Fjaer","full_name":"Fjaer, Hallvard G."},{"id":"43720","full_name":"Schaper, Mirko","last_name":"Schaper","first_name":"Mirko"}],"date_updated":"2026-05-12T13:47:55Z","publication_status":"published","place":"Cham","date_created":"2022-02-07T18:02:27Z","type":"book_chapter","department":[{"_id":"158"},{"_id":"630"}],"publication":"Light Metals 2022","citation":{"mla":"Grydin, Olexandr, et al. “Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum Strips.” <i>Light Metals 2022</i>, Springer International Publishing, 2022, doi:<a href=\"https://doi.org/10.1007/978-3-030-92529-1_96\">10.1007/978-3-030-92529-1_96</a>.","ama":"Grydin O, Mortensen D, Neuser M, Lindholm D, Fjaer HG, Schaper M. Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum Strips. In: <i>Light Metals 2022</i>. Springer International Publishing; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-030-92529-1_96\">10.1007/978-3-030-92529-1_96</a>","bibtex":"@inbook{Grydin_Mortensen_Neuser_Lindholm_Fjaer_Schaper_2022, place={Cham}, title={Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum Strips}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-92529-1_96\">10.1007/978-3-030-92529-1_96</a>}, booktitle={Light Metals 2022}, publisher={Springer International Publishing}, author={Grydin, Olexandr and Mortensen, Dag and Neuser, Moritz and Lindholm, Dag and Fjaer, Hallvard G. and Schaper, Mirko}, year={2022} }","apa":"Grydin, O., Mortensen, D., Neuser, M., Lindholm, D., Fjaer, H. G., &#38; Schaper, M. (2022). Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum Strips. In <i>Light Metals 2022</i>. Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-030-92529-1_96\">https://doi.org/10.1007/978-3-030-92529-1_96</a>","ieee":"O. Grydin, D. Mortensen, M. Neuser, D. Lindholm, H. G. Fjaer, and M. Schaper, “Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum Strips,” in <i>Light Metals 2022</i>, Cham: Springer International Publishing, 2022.","chicago":"Grydin, Olexandr, Dag Mortensen, Moritz Neuser, Dag Lindholm, Hallvard G. Fjaer, and Mirko Schaper. “Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum Strips.” In <i>Light Metals 2022</i>. Cham: Springer International Publishing, 2022. <a href=\"https://doi.org/10.1007/978-3-030-92529-1_96\">https://doi.org/10.1007/978-3-030-92529-1_96</a>.","short":"O. Grydin, D. Mortensen, M. Neuser, D. Lindholm, H.G. Fjaer, M. Schaper, in: Light Metals 2022, Springer International Publishing, Cham, 2022."},"quality_controlled":"1","project":[{"_id":"130","name":"TRR 285: TRR 285"},{"_id":"136","name":"TRR 285 – A02: TRR 285 - Subproject A02"},{"name":"TRR 285 - Project Area A","_id":"131"}]},{"quality_controlled":"1","abstract":[{"text":"The manufacturing domain is exposed to a continuous change of the requirements towards the IT infrastructure and the flexibility in Industry 4.0. In order to achieve a highly reliable production system, predictive maintenance and additive sensing have been implemented and will be complemented by further applications such as Augmented Reality. As the applications may be required ad-hoc at any time, the dynamic resource utilization of networking and computational resources needs to be managed. In the long-term, the planning of the infrastructure affects the available resources and thus the efficiency and reliability of the short-term resource management. This paper suggests an architecture that combines short- and long-term aspects of the resource utilization and previews how the infrastructure and opportunity costs can be optimized by the joint approach.","lang":"eng"}],"citation":{"mla":"Neumann, Arne, et al. “An Architecture Concept for Short- and Long-Term Resource Planning in the Industry 4.0 Environment.” <i>18th IEEE International Workshop on Factory Communication Systems (WFCS)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/WFCS53837.2022.9779161\">10.1109/WFCS53837.2022.9779161</a>.","ama":"Neumann A, Illian M, Hardes T, Martenvormfelde L, Wisniewski L, Jasperneite J. An Architecture Concept for Short- and Long-term Resource Planning in the Industry 4.0 Environment. In: <i>18th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/WFCS53837.2022.9779161\">10.1109/WFCS53837.2022.9779161</a>","bibtex":"@inproceedings{Neumann_Illian_Hardes_Martenvormfelde_Wisniewski_Jasperneite_2022, place={Virtual, Online}, title={An Architecture Concept for Short- and Long-term Resource Planning in the Industry 4.0 Environment}, DOI={<a href=\"https://doi.org/10.1109/WFCS53837.2022.9779161\">10.1109/WFCS53837.2022.9779161</a>}, booktitle={18th IEEE International Workshop on Factory Communication Systems (WFCS)}, publisher={IEEE}, author={Neumann, Arne and Illian, Marvin and Hardes, Tobias and Martenvormfelde, Lukas and Wisniewski, Lukasz and Jasperneite, Jürgen}, year={2022} }","apa":"Neumann, A., Illian, M., Hardes, T., Martenvormfelde, L., Wisniewski, L., &#38; Jasperneite, J. (2022). An Architecture Concept for Short- and Long-term Resource Planning in the Industry 4.0 Environment. <i>18th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. IEEE International Workshop on Factory Communication Systems, Virtual. <a href=\"https://doi.org/10.1109/WFCS53837.2022.9779161\">https://doi.org/10.1109/WFCS53837.2022.9779161</a>","ieee":"A. Neumann, M. Illian, T. Hardes, L. Martenvormfelde, L. Wisniewski, and J. Jasperneite, “An Architecture Concept for Short- and Long-term Resource Planning in the Industry 4.0 Environment,” presented at the IEEE International Workshop on Factory Communication Systems, Virtual, 2022, doi: <a href=\"https://doi.org/10.1109/WFCS53837.2022.9779161\">10.1109/WFCS53837.2022.9779161</a>.","chicago":"Neumann, Arne, Marvin Illian, Tobias Hardes, Lukas Martenvormfelde, Lukasz Wisniewski, and Jürgen Jasperneite. “An Architecture Concept for Short- and Long-Term Resource Planning in the Industry 4.0 Environment.” In <i>18th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Virtual, Online: IEEE, 2022. <a href=\"https://doi.org/10.1109/WFCS53837.2022.9779161\">https://doi.org/10.1109/WFCS53837.2022.9779161</a>.","short":"A. Neumann, M. Illian, T. Hardes, L. Martenvormfelde, L. Wisniewski, J. Jasperneite, in: 18th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, Virtual, Online, 2022."},"publication":"18th IEEE International Workshop on Factory Communication Systems (WFCS)","type":"conference","date_created":"2024-02-08T07:26:38Z","place":"Virtual, Online","publication_status":"published","date_updated":"2026-05-20T08:44:37Z","author":[{"first_name":"Arne","last_name":"Neumann","full_name":"Neumann, Arne"},{"id":"44169","first_name":"Marvin","last_name":"Illian","orcid":"0009-0007-2992-8346","full_name":"Illian, Marvin"},{"first_name":"Tobias","last_name":"Hardes","full_name":"Hardes, Tobias","id":"35441"},{"full_name":"Martenvormfelde, Lukas","first_name":"Lukas","last_name":"Martenvormfelde"},{"last_name":"Wisniewski","first_name":"Lukasz","full_name":"Wisniewski, Lukasz"},{"full_name":"Jasperneite, Jürgen","first_name":"Jürgen","last_name":"Jasperneite"}],"conference":{"name":"IEEE International Workshop on Factory Communication Systems","start_date":"2022-04-27","location":"Virtual","end_date":"2022-04-29"},"year":"2022","title":"An Architecture Concept for Short- and Long-term Resource Planning in the Industry 4.0 Environment","status":"public","user_id":"44169","doi":"10.1109/WFCS53837.2022.9779161","_id":"51262","language":[{"iso":"eng"}],"publisher":"IEEE"},{"quality_controlled":"1","file_date_updated":"2023-03-26T11:11:22Z","citation":{"apa":"Bürgel, C. (2022). Mündlichkeit in deutschen Französischlehrwerken am Beispiel von Phrasemen der gesprochenen Sprache. In C. Konzett-Firth &#38; A. Wojnesitz (Eds.), <i>Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge</i> (pp. 115–134). Narr .","ieee":"C. Bürgel, “Mündlichkeit in deutschen Französischlehrwerken am Beispiel von Phrasemen der gesprochenen Sprache,” in <i>Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge</i>, C. Konzett-Firth and A. Wojnesitz, Eds. Tübingen: Narr , 2022, pp. 115–134.","chicago":"Bürgel, Christoph. “Mündlichkeit in deutschen Französischlehrwerken am Beispiel von Phrasemen der gesprochenen Sprache.” In <i>Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge</i>, edited by Carmen Konzett-Firth and Alexandra Wojnesitz, 115–34. Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge. Tübingen: Narr , 2022.","short":"C. Bürgel, in: C. Konzett-Firth, A. Wojnesitz (Eds.), Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge, Narr , Tübingen, 2022, pp. 115–134.","mla":"Bürgel, Christoph. “Mündlichkeit in deutschen Französischlehrwerken am Beispiel von Phrasemen der gesprochenen Sprache.” <i>Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge</i>, edited by Carmen Konzett-Firth and Alexandra Wojnesitz, Narr , 2022, pp. 115–34.","ama":"Bürgel C. Mündlichkeit in deutschen Französischlehrwerken am Beispiel von Phrasemen der gesprochenen Sprache. In: Konzett-Firth C, Wojnesitz A, eds. <i>Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge</i>. Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge. 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Berlin, Heidelberg: Springer Berlin Heidelberg, 2022. <a href=\"https://doi.org/10.1007/978-3-662-63744-9\">https://doi.org/10.1007/978-3-662-63744-9</a>."}},{"page":"42-55","language":[{"iso":"eng"}],"_id":"65758","publisher":"Schneider bei wbv","user_id":"94512","editor":[{"first_name":"Eva","last_name":"Wilden","full_name":"Wilden, Eva"},{"full_name":"Alfes, Luisa","last_name":"Alfes","first_name":"Luisa"},{"full_name":"Cantone, Katja","last_name":"Cantone","first_name":"Katja"},{"full_name":"Çıkrıkçı, Sevgi","first_name":"Sevgi","last_name":"Çıkrıkçı"},{"last_name":"Daniel","first_name":"Reimann","full_name":"Daniel, Reimann"}],"title":"Einige Überlegungen zu physischen, digitalen und sozialen Räumen für die Fremd- und Zweitsprachenaneig-nung","status":"public","year":"2022","author":[{"id":"94512","full_name":"Ballweg, Sandra","last_name":"Ballweg","first_name":"Sandra"}],"date_updated":"2026-06-03T07:01:20Z","place":"Bielefeld","date_created":"2026-06-03T06:57:53Z","type":"book_chapter","department":[{"_id":"468"},{"_id":"5"}],"publication":"Standortbestimmungen in der Fremdsprachenforschung","citation":{"ama":"Ballweg S. Einige Überlegungen zu physischen, digitalen und sozialen Räumen für die Fremd- und Zweitsprachenaneig-nung. In: Wilden E, Alfes L, Cantone K, Çıkrıkçı S, Daniel R, eds. <i>Standortbestimmungen in Der Fremdsprachenforschung</i>. Schneider bei wbv; 2022:42-55.","bibtex":"@inbook{Ballweg_2022, place={Bielefeld}, title={Einige Überlegungen zu physischen, digitalen und sozialen Räumen für die Fremd- und Zweitsprachenaneig-nung}, booktitle={Standortbestimmungen in der Fremdsprachenforschung}, publisher={Schneider bei wbv}, author={Ballweg, Sandra}, editor={Wilden, Eva and Alfes, Luisa and Cantone, Katja and Çıkrıkçı, Sevgi and Daniel, Reimann}, year={2022}, pages={42–55} }","mla":"Ballweg, Sandra. “Einige Überlegungen Zu Physischen, Digitalen Und Sozialen Räumen Für Die Fremd- Und Zweitsprachenaneig-Nung.” <i>Standortbestimmungen in Der Fremdsprachenforschung</i>, edited by Eva Wilden et al., Schneider bei wbv, 2022, pp. 42–55.","chicago":"Ballweg, Sandra. “Einige Überlegungen Zu Physischen, Digitalen Und Sozialen Räumen Für Die Fremd- Und Zweitsprachenaneig-Nung.” In <i>Standortbestimmungen in Der Fremdsprachenforschung</i>, edited by Eva Wilden, Luisa Alfes, Katja Cantone, Sevgi Çıkrıkçı, and Reimann Daniel, 42–55. Bielefeld: Schneider bei wbv, 2022.","short":"S. Ballweg, in: E. Wilden, L. Alfes, K. Cantone, S. Çıkrıkçı, R. Daniel (Eds.), Standortbestimmungen in Der Fremdsprachenforschung, Schneider bei wbv, Bielefeld, 2022, pp. 42–55.","apa":"Ballweg, S. (2022). Einige Überlegungen zu physischen, digitalen und sozialen Räumen für die Fremd- und Zweitsprachenaneig-nung. In E. Wilden, L. Alfes, K. Cantone, S. Çıkrıkçı, &#38; R. Daniel (Eds.), <i>Standortbestimmungen in der Fremdsprachenforschung</i> (pp. 42–55). Schneider bei wbv.","ieee":"S. Ballweg, “Einige Überlegungen zu physischen, digitalen und sozialen Räumen für die Fremd- und Zweitsprachenaneig-nung,” in <i>Standortbestimmungen in der Fremdsprachenforschung</i>, E. Wilden, L. Alfes, K. Cantone, S. Çıkrıkçı, and R. Daniel, Eds. Bielefeld: Schneider bei wbv, 2022, pp. 42–55."}},{"citation":{"ama":"Eberhartinger E, Safei R, Sureth-Sloane C, Wu Y. <i>Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance</i>.; 2022.","bibtex":"@book{Eberhartinger_Safei_Sureth-Sloane_Wu_2022, series={arqus Discussion Paper No. 267}, title={Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance}, author={Eberhartinger, Eva and Safei, Reyhaneh and Sureth-Sloane, Caren and Wu, Yuchen}, year={2022}, collection={arqus Discussion Paper No. 267} }","mla":"Eberhartinger, Eva, et al. <i>Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance</i>. 2022.","chicago":"Eberhartinger, Eva, Reyhaneh Safei, Caren Sureth-Sloane, and Yuchen Wu. <i>Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance</i>. Arqus Discussion Paper No. 267, 2022.","short":"E. Eberhartinger, R. Safei, C. Sureth-Sloane, Y. Wu, Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance, 2022.","apa":"Eberhartinger, E., Safei, R., Sureth-Sloane, C., &#38; Wu, Y. (2022). <i>Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance</i>.","ieee":"E. Eberhartinger, R. Safei, C. Sureth-Sloane, and Y. Wu, <i>Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance</i>. 2022."},"type":"working_paper","department":[{"_id":"187"}],"date_created":"2026-06-11T08:57:56Z","date_updated":"2026-06-11T08:58:04Z","title":"Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance","year":"2022","status":"public","author":[{"last_name":"Eberhartinger","first_name":"Eva","full_name":"Eberhartinger, Eva"},{"full_name":"Safei, Reyhaneh","last_name":"Safei","first_name":"Reyhaneh"},{"first_name":"Caren","orcid":" 0000-0002-8183-5901","last_name":"Sureth-Sloane","full_name":"Sureth-Sloane, Caren","id":"530"},{"last_name":"Wu","first_name":"Yuchen","full_name":"Wu, Yuchen"}],"user_id":"96670","language":[{"iso":"eng"}],"_id":"65833","series_title":"arqus Discussion Paper No. 267"},{"keyword":["Corporate social responsibility","Mandatory reporting","Non-publicly listed banks","Double materiality","Stakeholder groups","Political influence"],"type":"working_paper","department":[{"_id":"635"},{"_id":"186"},{"_id":"551"}],"date_created":"2023-01-17T12:40:09Z","abstract":[{"lang":"eng","text":"We examine variation in mandatory CSR reporting practices based on a large sample of non-publicly listed savings banks in Germany. They do not have typical shareholders but rather are established by municipal trustees and can serve clients only in their distinct operating area. This setting permits us to identify demand for CSR information by their main stakeholder groups – municipal trustees and private and corporate clients. In this way, our analysis focuses on the double-materiality approach to CSR reporting. We find that demand for CSR information by supervisory board chairperson belonging to a left-wing or green party and the presence of more supervisory board members belonging to a left-wing or green party are associated with longer CSR reports and more disclosure on environmental, social, employee and human rights matters. In addition, competition for private clients and the sustainability orientation of corporate clients are associated with longer reports and more disclosure on environmental, employee and human rights matters. These findings suggest that savings banks’ CSR reports cater to their principal stakeholders’ demand for CSR information."}],"citation":{"mla":"Gulenko, Maryna, et al. <i>CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-Publicly Listed Firms</i>. 2022, doi:<a href=\"https://doi.org/10.2139/ssrn.4040946\">10.2139/ssrn.4040946</a>.","bibtex":"@book{Gulenko_Kohlhase_Kosi_2022, title={CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-publicly Listed Firms}, DOI={<a href=\"https://doi.org/10.2139/ssrn.4040946\">10.2139/ssrn.4040946</a>}, author={Gulenko, Maryna and Kohlhase, Saskia and Kosi, Urska}, year={2022} }","ama":"Gulenko M, Kohlhase S, Kosi U. <i>CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-Publicly Listed Firms</i>.; 2022. doi:<a href=\"https://doi.org/10.2139/ssrn.4040946\">10.2139/ssrn.4040946</a>","ieee":"M. Gulenko, S. Kohlhase, and U. Kosi, <i>CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-publicly Listed Firms</i>. 2022.","apa":"Gulenko, M., Kohlhase, S., &#38; Kosi, U. (2022). <i>CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-publicly Listed Firms</i>. <a href=\"https://doi.org/10.2139/ssrn.4040946\">https://doi.org/10.2139/ssrn.4040946</a>","short":"M. Gulenko, S. Kohlhase, U. Kosi, CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-Publicly Listed Firms, 2022.","chicago":"Gulenko, Maryna, Saskia Kohlhase, and Urska Kosi. <i>CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-Publicly Listed Firms</i>, 2022. <a href=\"https://doi.org/10.2139/ssrn.4040946\">https://doi.org/10.2139/ssrn.4040946</a>."},"doi":"10.2139/ssrn.4040946","user_id":"54068","main_file_link":[{"url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4040946"}],"language":[{"iso":"eng"}],"_id":"37088","date_updated":"2026-06-15T09:42:09Z","status":"public","year":"2022","title":"CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-publicly Listed Firms","author":[{"first_name":"Maryna","last_name":"Gulenko","full_name":"Gulenko, Maryna","id":"64226"},{"full_name":"Kohlhase, Saskia","first_name":"Saskia","last_name":"Kohlhase"},{"first_name":"Urska","last_name":"Kosi","orcid":"0009-0009-2545-5929","full_name":"Kosi, Urska","id":"54068"}]},{"author":[{"full_name":"Herold-Blasius, Raja","first_name":"Raja","last_name":"Herold-Blasius","id":"126182"},{"full_name":"Rott, Benjamin","last_name":"Rott","first_name":"Benjamin"}],"conference":{"location":"Bozen-Bolzano","name":"Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)"},"title":"Low-achieving secondary students learn mathematical problem solving. A longitudinal, qualitative video study","year":"2022","status":"public","has_accepted_license":"1","date_updated":"2026-06-24T06:38:24Z","language":[{"iso":"eng"}],"_id":"65890","page":"452-459","user_id":"126182","ddc":["510"],"citation":{"ieee":"R. Herold-Blasius and B. Rott, “Low-achieving secondary students learn mathematical problem solving. A longitudinal, qualitative video study,” in <i>Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)</i>, Bozen-Bolzano, 2022, pp. 452–459.","apa":"Herold-Blasius, R., &#38; Rott, B. (2022). Low-achieving secondary students learn mathematical problem solving. A longitudinal, qualitative video study. <i>Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)</i>, 452–459.","short":"R. Herold-Blasius, B. Rott, in: Twelfth Congress of the European Society for Research in Mathematics Education (CERME12), 2022, pp. 452–459.","chicago":"Herold-Blasius, Raja, and Benjamin Rott. “Low-Achieving Secondary Students Learn Mathematical Problem Solving. A Longitudinal, Qualitative Video Study.” In <i>Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)</i>, 452–59, 2022.","mla":"Herold-Blasius, Raja, and Benjamin Rott. “Low-Achieving Secondary Students Learn Mathematical Problem Solving. A Longitudinal, Qualitative Video Study.” <i>Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)</i>, 2022, pp. 452–59.","bibtex":"@inproceedings{Herold-Blasius_Rott_2022, title={Low-achieving secondary students learn mathematical problem solving. A longitudinal, qualitative video study}, booktitle={Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)}, author={Herold-Blasius, Raja and Rott, Benjamin}, year={2022}, pages={452–459} }","ama":"Herold-Blasius R, Rott B. Low-achieving secondary students learn mathematical problem solving. A longitudinal, qualitative video study. In: <i>Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)</i>. ; 2022:452-459."},"file_date_updated":"2026-06-15T10:11:28Z","publication":"Twelfth Congress of the European Society for Research in Mathematics Education (CERME12)","quality_controlled":"1","date_created":"2026-06-15T10:11:31Z","file":[{"file_name":"2022_TWG25_10_Herold-Blasius.pdf","access_level":"open_access","file_size":366608,"relation":"main_file","date_updated":"2026-06-15T10:11:28Z","file_id":"65891","content_type":"application/pdf","creator":"rheroldb","date_created":"2026-06-15T10:11:28Z"}],"oa":"1","type":"conference"},{"series_title":"Leibniz International Proceedings in Informatics (LIPIcs)","_id":"66265","publisher":"Schloss Dagstuhl – Leibniz-Zentrum für Informatik","page":"6:1–6:22","editor":[{"full_name":"Maggio, Martina","last_name":"Maggio","first_name":"Martina"}],"volume":231,"doi":"10.4230/LIPIcs.ECRTS.2022.6","user_id":"128464","author":[{"last_name":"Chen","first_name":"Kuan-Hsun","full_name":"Chen, Kuan-Hsun"},{"full_name":"Günzel, Mario","last_name":"Günzel","first_name":"Mario"},{"full_name":"Jablkowski, Boguslaw","first_name":"Boguslaw","last_name":"Jablkowski"},{"first_name":"Markus","last_name":"Buschhoff","full_name":"Buschhoff, Markus"},{"full_name":"Chen, Jian-Jia","first_name":"Jian-Jia","last_name":"Chen"}],"publication_identifier":{"isbn":["978-3-95977-239-6"],"issn":["1868-8969"]},"title":"Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization","status":"public","year":"2022","intvolume":"       231","date_updated":"2026-07-05T14:42:53Z","place":"Dagstuhl, Germany","date_created":"2026-07-05T14:40:21Z","type":"conference","citation":{"chicago":"Chen, Kuan-Hsun, Mario Günzel, Boguslaw Jablkowski, Markus Buschhoff, and Jian-Jia Chen. “Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization.” In <i>34th Euromicro Conference on Real-Time Systems (ECRTS 2022)</i>, edited by Martina Maggio, 231:6:1–6:22. Leibniz International Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2022. <a href=\"https://doi.org/10.4230/LIPIcs.ECRTS.2022.6\">https://doi.org/10.4230/LIPIcs.ECRTS.2022.6</a>.","short":"K.-H. Chen, M. Günzel, B. Jablkowski, M. Buschhoff, J.-J. Chen, in: M. Maggio (Ed.), 34th Euromicro Conference on Real-Time Systems (ECRTS 2022), Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2022, p. 6:1–6:22.","ieee":"K.-H. Chen, M. Günzel, B. Jablkowski, M. Buschhoff, and J.-J. Chen, “Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization,” in <i>34th Euromicro Conference on Real-Time Systems (ECRTS 2022)</i>, 2022, vol. 231, p. 6:1–6:22, doi: <a href=\"https://doi.org/10.4230/LIPIcs.ECRTS.2022.6\">10.4230/LIPIcs.ECRTS.2022.6</a>.","apa":"Chen, K.-H., Günzel, M., Jablkowski, B., Buschhoff, M., &#38; Chen, J.-J. (2022). Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization. In M. Maggio (Ed.), <i>34th Euromicro Conference on Real-Time Systems (ECRTS 2022)</i> (Vol. 231, p. 6:1–6:22). Schloss Dagstuhl – Leibniz-Zentrum für Informatik. <a href=\"https://doi.org/10.4230/LIPIcs.ECRTS.2022.6\">https://doi.org/10.4230/LIPIcs.ECRTS.2022.6</a>","bibtex":"@inproceedings{Chen_Günzel_Jablkowski_Buschhoff_Chen_2022, place={Dagstuhl, Germany}, series={Leibniz International Proceedings in Informatics (LIPIcs)}, title={Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization}, volume={231}, DOI={<a href=\"https://doi.org/10.4230/LIPIcs.ECRTS.2022.6\">10.4230/LIPIcs.ECRTS.2022.6</a>}, booktitle={34th Euromicro Conference on Real-Time Systems (ECRTS 2022)}, publisher={Schloss Dagstuhl – Leibniz-Zentrum für Informatik}, author={Chen, Kuan-Hsun and Günzel, Mario and Jablkowski, Boguslaw and Buschhoff, Markus and Chen, Jian-Jia}, editor={Maggio, Martina}, year={2022}, pages={6:1–6:22}, collection={Leibniz International Proceedings in Informatics (LIPIcs)} }","ama":"Chen K-H, Günzel M, Jablkowski B, Buschhoff M, Chen J-J. Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization. In: Maggio M, ed. <i>34th Euromicro Conference on Real-Time Systems (ECRTS 2022)</i>. Vol 231. Leibniz International Proceedings in Informatics (LIPIcs). Schloss Dagstuhl – Leibniz-Zentrum für Informatik; 2022:6:1–6:22. doi:<a href=\"https://doi.org/10.4230/LIPIcs.ECRTS.2022.6\">10.4230/LIPIcs.ECRTS.2022.6</a>","mla":"Chen, Kuan-Hsun, et al. “Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization.” <i>34th Euromicro Conference on Real-Time Systems (ECRTS 2022)</i>, edited by Martina Maggio, vol. 231, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2022, p. 6:1–6:22, doi:<a href=\"https://doi.org/10.4230/LIPIcs.ECRTS.2022.6\">10.4230/LIPIcs.ECRTS.2022.6</a>."},"publication":"34th Euromicro Conference on Real-Time Systems (ECRTS 2022)"},{"publication":"20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022)","citation":{"apa":"Hahn, S., Jacobs, M., Hölscher, N., Chen, K.-H., Chen, J.-J., &#38; Reineke, J. (2022). LLVMTA: An LLVM-Based WCET Analysis Tool. In C. Ballabriga (Ed.), <i>20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022)</i> (Vol. 103, p. 2:1–2:17). Schloss Dagstuhl – Leibniz-Zentrum für Informatik. <a href=\"https://doi.org/10.4230/OASIcs.WCET.2022.2\">https://doi.org/10.4230/OASIcs.WCET.2022.2</a>","ieee":"S. Hahn, M. Jacobs, N. Hölscher, K.-H. Chen, J.-J. Chen, and J. Reineke, “LLVMTA: An LLVM-Based WCET Analysis Tool,” in <i>20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022)</i>, 2022, vol. 103, p. 2:1–2:17, doi: <a href=\"https://doi.org/10.4230/OASIcs.WCET.2022.2\">10.4230/OASIcs.WCET.2022.2</a>.","short":"S. Hahn, M. Jacobs, N. Hölscher, K.-H. Chen, J.-J. Chen, J. Reineke, in: C. Ballabriga (Ed.), 20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022), Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2022, p. 2:1–2:17.","chicago":"Hahn, Sebastian, Michael Jacobs, Nils Hölscher, Kuan-Hsun Chen, Jian-Jia Chen, and Jan Reineke. “LLVMTA: An LLVM-Based WCET Analysis Tool.” In <i>20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022)</i>, edited by Clément Ballabriga, 103:2:1–2:17. Open Access Series in Informatics (OASIcs). Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2022. <a href=\"https://doi.org/10.4230/OASIcs.WCET.2022.2\">https://doi.org/10.4230/OASIcs.WCET.2022.2</a>.","mla":"Hahn, Sebastian, et al. “LLVMTA: An LLVM-Based WCET Analysis Tool.” <i>20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022)</i>, edited by Clément Ballabriga, vol. 103, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2022, p. 2:1–2:17, doi:<a href=\"https://doi.org/10.4230/OASIcs.WCET.2022.2\">10.4230/OASIcs.WCET.2022.2</a>.","ama":"Hahn S, Jacobs M, Hölscher N, Chen K-H, Chen J-J, Reineke J. LLVMTA: An LLVM-Based WCET Analysis Tool. In: Ballabriga C, ed. <i>20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022)</i>. Vol 103. Open Access Series in Informatics (OASIcs). Schloss Dagstuhl – Leibniz-Zentrum für Informatik; 2022:2:1–2:17. doi:<a href=\"https://doi.org/10.4230/OASIcs.WCET.2022.2\">10.4230/OASIcs.WCET.2022.2</a>","bibtex":"@inproceedings{Hahn_Jacobs_Hölscher_Chen_Chen_Reineke_2022, place={Dagstuhl, Germany}, series={Open Access Series in Informatics (OASIcs)}, title={LLVMTA: An LLVM-Based WCET Analysis Tool}, volume={103}, DOI={<a href=\"https://doi.org/10.4230/OASIcs.WCET.2022.2\">10.4230/OASIcs.WCET.2022.2</a>}, booktitle={20th International Workshop on Worst-Case Execution Time Analysis (WCET 2022)}, publisher={Schloss Dagstuhl – Leibniz-Zentrum für Informatik}, author={Hahn, Sebastian and Jacobs, Michael and Hölscher, Nils and Chen, Kuan-Hsun and Chen, Jian-Jia and Reineke, Jan}, editor={Ballabriga, Clément}, year={2022}, pages={2:1–2:17}, collection={Open Access Series in Informatics (OASIcs)} }"},"type":"conference","place":"Dagstuhl, Germany","date_created":"2026-07-05T14:39:51Z","date_updated":"2026-07-05T14:43:03Z","intvolume":"       103","title":"LLVMTA: An LLVM-Based WCET Analysis Tool","status":"public","year":"2022","author":[{"full_name":"Hahn, Sebastian","first_name":"Sebastian","last_name":"Hahn"},{"full_name":"Jacobs, Michael","last_name":"Jacobs","first_name":"Michael"},{"full_name":"Hölscher, Nils","last_name":"Hölscher","first_name":"Nils"},{"last_name":"Chen","first_name":"Kuan-Hsun","full_name":"Chen, Kuan-Hsun"},{"full_name":"Chen, Jian-Jia","last_name":"Chen","first_name":"Jian-Jia"},{"first_name":"Jan","last_name":"Reineke","full_name":"Reineke, Jan"}],"publication_identifier":{"isbn":["978-3-95977-244-0"],"issn":["2190-6807"]},"doi":"10.4230/OASIcs.WCET.2022.2","user_id":"128464","editor":[{"last_name":"Ballabriga","first_name":"Clément","full_name":"Ballabriga, Clément"}],"volume":103,"page":"2:1–2:17","series_title":"Open Access Series in Informatics (OASIcs)","_id":"66262","publisher":"Schloss Dagstuhl – Leibniz-Zentrum für Informatik"},{"publisher":"IEEE","_id":"66224","user_id":"128464","doi":"10.1109/fmec54266.2021.9732572","title":"Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach","year":"2022","status":"public","author":[{"last_name":"Freymann","first_name":"Raphael","full_name":"Freymann, Raphael"},{"last_name":"Shi","first_name":"Junjie","full_name":"Shi, Junjie"},{"full_name":"Chen, Jian-Jia","last_name":"Chen","first_name":"Jian-Jia"},{"full_name":"Chen, Kuan-Hsun","last_name":"Chen","first_name":"Kuan-Hsun"}],"publication_status":"published","date_updated":"2026-07-05T14:44:25Z","date_created":"2026-07-03T21:21:50Z","type":"conference","publication":"2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC)","citation":{"mla":"Freymann, Raphael, et al. “Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach.” <i>2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/fmec54266.2021.9732572\">10.1109/fmec54266.2021.9732572</a>.","bibtex":"@inproceedings{Freymann_Shi_Chen_Chen_2022, title={Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach}, DOI={<a href=\"https://doi.org/10.1109/fmec54266.2021.9732572\">10.1109/fmec54266.2021.9732572</a>}, booktitle={2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC)}, publisher={IEEE}, author={Freymann, Raphael and Shi, Junjie and Chen, Jian-Jia and Chen, Kuan-Hsun}, year={2022} }","ama":"Freymann R, Shi J, Chen J-J, Chen K-H. Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach. In: <i>2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/fmec54266.2021.9732572\">10.1109/fmec54266.2021.9732572</a>","ieee":"R. Freymann, J. Shi, J.-J. Chen, and K.-H. Chen, “Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach,” 2022, doi: <a href=\"https://doi.org/10.1109/fmec54266.2021.9732572\">10.1109/fmec54266.2021.9732572</a>.","apa":"Freymann, R., Shi, J., Chen, J.-J., &#38; Chen, K.-H. (2022). Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach. <i>2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC)</i>. <a href=\"https://doi.org/10.1109/fmec54266.2021.9732572\">https://doi.org/10.1109/fmec54266.2021.9732572</a>","chicago":"Freymann, Raphael, Junjie Shi, Jian-Jia Chen, and Kuan-Hsun Chen. “Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach.” In <i>2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC)</i>. IEEE, 2022. <a href=\"https://doi.org/10.1109/fmec54266.2021.9732572\">https://doi.org/10.1109/fmec54266.2021.9732572</a>.","short":"R. Freymann, J. Shi, J.-J. Chen, K.-H. Chen, in: 2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC), IEEE, 2022."}},{"language":[{"iso":"eng"}],"doi":"10.1145/3508019","year":"2022","title":"Efficient Realization of Decision Trees for Real-Time Inference","publication_identifier":{"issn":["1539-9087","1558-3465"]},"author":[{"first_name":"Kuan-Hsun","last_name":"Chen","full_name":"Chen, Kuan-Hsun"},{"first_name":"Chiahui","last_name":"Su","full_name":"Su, Chiahui"},{"full_name":"Hakert, Christian","last_name":"Hakert","first_name":"Christian"},{"full_name":"Buschjäger, Sebastian","first_name":"Sebastian","last_name":"Buschjäger"},{"last_name":"Lee","first_name":"Chao-Lin","full_name":"Lee, Chao-Lin"},{"full_name":"Lee, Jenq-Kuen","first_name":"Jenq-Kuen","last_name":"Lee"},{"full_name":"Morik, Katharina","last_name":"Morik","first_name":"Katharina"},{"last_name":"Chen","first_name":"Jian-Jia","full_name":"Chen, Jian-Jia"}],"publication_status":"published","date_updated":"2026-07-05T14:45:39Z","intvolume":"        21","date_created":"2026-07-03T21:17:45Z","type":"journal_article","publication":"ACM Transactions on Embedded Computing Systems","issue":"6","abstract":[{"lang":"eng","text":"<jats:p>For timing-sensitive edge applications, the demand for efficient lightweight machine learning solutions has increased recently. Tree ensembles are among the state-of-the-art in many machine learning applications. While single decision trees are comparably small, an ensemble of trees can have a significant memory footprint leading to cache locality issues, which are crucial to performance in terms of execution time. In this work, we analyze memory-locality issues of the two most common realizations of decision trees, i.e., native and if-else trees. We highlight that both realizations demand a more careful memory layout to improve caching behavior and maximize performance. We adopt a probabilistic model of decision tree inference to find the best memory layout for each tree at the application layer. Further, we present an efficient heuristic to take architecture-dependent information into account thereby optimizing the given ensemble for a target computer architecture. Our code-generation framework, which is freely available on an open-source repository, produces optimized code sessions while preserving the structure and accuracy of the trees. With several real-world data sets, we evaluate the elapsed time of various tree realizations on server hardware as well as embedded systems for Intel and ARM processors. Our optimized memory layout achieves a reduction in execution time up to 75 % execution for server-class systems, and up to 70 % for embedded systems, respectively.</jats:p>"}],"page":"1-26","_id":"66203","publisher":"Association for Computing Machinery (ACM)","user_id":"128464","volume":21,"status":"public","citation":{"bibtex":"@article{Chen_Su_Hakert_Buschjäger_Lee_Lee_Morik_Chen_2022, title={Efficient Realization of Decision Trees for Real-Time Inference}, volume={21}, DOI={<a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>}, number={6}, journal={ACM Transactions on Embedded Computing Systems}, publisher={Association for Computing Machinery (ACM)}, author={Chen, Kuan-Hsun and Su, Chiahui and Hakert, Christian and Buschjäger, Sebastian and Lee, Chao-Lin and Lee, Jenq-Kuen and Morik, Katharina and Chen, Jian-Jia}, year={2022}, pages={1–26} }","ama":"Chen K-H, Su C, Hakert C, et al. Efficient Realization of Decision Trees for Real-Time Inference. <i>ACM Transactions on Embedded Computing Systems</i>. 2022;21(6):1-26. doi:<a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>","mla":"Chen, Kuan-Hsun, et al. “Efficient Realization of Decision Trees for Real-Time Inference.” <i>ACM Transactions on Embedded Computing Systems</i>, vol. 21, no. 6, Association for Computing Machinery (ACM), 2022, pp. 1–26, doi:<a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>.","short":"K.-H. Chen, C. Su, C. Hakert, S. Buschjäger, C.-L. Lee, J.-K. Lee, K. Morik, J.-J. Chen, ACM Transactions on Embedded Computing Systems 21 (2022) 1–26.","chicago":"Chen, Kuan-Hsun, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin Lee, Jenq-Kuen Lee, Katharina Morik, and Jian-Jia Chen. “Efficient Realization of Decision Trees for Real-Time Inference.” <i>ACM Transactions on Embedded Computing Systems</i> 21, no. 6 (2022): 1–26. <a href=\"https://doi.org/10.1145/3508019\">https://doi.org/10.1145/3508019</a>.","ieee":"K.-H. Chen <i>et al.</i>, “Efficient Realization of Decision Trees for Real-Time Inference,” <i>ACM Transactions on Embedded Computing Systems</i>, vol. 21, no. 6, pp. 1–26, 2022, doi: <a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>.","apa":"Chen, K.-H., Su, C., Hakert, C., Buschjäger, S., Lee, C.-L., Lee, J.-K., Morik, K., &#38; Chen, J.-J. (2022). Efficient Realization of Decision Trees for Real-Time Inference. <i>ACM Transactions on Embedded Computing Systems</i>, <i>21</i>(6), 1–26. <a href=\"https://doi.org/10.1145/3508019\">https://doi.org/10.1145/3508019</a>"}},{"doi":"10.1145/3508019","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2026-07-05T14:45:55Z","intvolume":"        21","title":"Efficient Realization of Decision Trees for Real-Time Inference","year":"2022","author":[{"last_name":"Chen","first_name":"Kuan-Hsun","full_name":"Chen, Kuan-Hsun"},{"full_name":"Su, Chiahui","first_name":"Chiahui","last_name":"Su"},{"full_name":"Hakert, Christian","first_name":"Christian","last_name":"Hakert"},{"last_name":"Buschjäger","first_name":"Sebastian","full_name":"Buschjäger, Sebastian"},{"last_name":"Lee","first_name":"Chao-Lin","full_name":"Lee, Chao-Lin"},{"last_name":"Lee","first_name":"Jenq-Kuen","full_name":"Lee, Jenq-Kuen"},{"first_name":"Katharina","last_name":"Morik","full_name":"Morik, Katharina"},{"first_name":"Jian-Jia","last_name":"Chen","full_name":"Chen, Jian-Jia"}],"publication_identifier":{"issn":["1539-9087","1558-3465"]},"type":"journal_article","date_created":"2026-07-03T21:18:32Z","abstract":[{"text":"<jats:p>For timing-sensitive edge applications, the demand for efficient lightweight machine learning solutions has increased recently. Tree ensembles are among the state-of-the-art in many machine learning applications. While single decision trees are comparably small, an ensemble of trees can have a significant memory footprint leading to cache locality issues, which are crucial to performance in terms of execution time. In this work, we analyze memory-locality issues of the two most common realizations of decision trees, i.e., native and if-else trees. We highlight that both realizations demand a more careful memory layout to improve caching behavior and maximize performance. We adopt a probabilistic model of decision tree inference to find the best memory layout for each tree at the application layer. Further, we present an efficient heuristic to take architecture-dependent information into account thereby optimizing the given ensemble for a target computer architecture. Our code-generation framework, which is freely available on an open-source repository, produces optimized code sessions while preserving the structure and accuracy of the trees. With several real-world data sets, we evaluate the elapsed time of various tree realizations on server hardware as well as embedded systems for Intel and ARM processors. Our optimized memory layout achieves a reduction in execution time up to 75 % execution for server-class systems, and up to 70 % for embedded systems, respectively.</jats:p>","lang":"eng"}],"publication":"ACM Transactions on Embedded Computing Systems","issue":"6","user_id":"128464","volume":21,"page":"1-26","_id":"66209","publisher":"Association for Computing Machinery (ACM)","status":"public","citation":{"bibtex":"@article{Chen_Su_Hakert_Buschjäger_Lee_Lee_Morik_Chen_2022, title={Efficient Realization of Decision Trees for Real-Time Inference}, volume={21}, DOI={<a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>}, number={6}, journal={ACM Transactions on Embedded Computing Systems}, publisher={Association for Computing Machinery (ACM)}, author={Chen, Kuan-Hsun and Su, Chiahui and Hakert, Christian and Buschjäger, Sebastian and Lee, Chao-Lin and Lee, Jenq-Kuen and Morik, Katharina and Chen, Jian-Jia}, year={2022}, pages={1–26} }","ama":"Chen K-H, Su C, Hakert C, et al. Efficient Realization of Decision Trees for Real-Time Inference. <i>ACM Transactions on Embedded Computing Systems</i>. 2022;21(6):1-26. doi:<a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>","mla":"Chen, Kuan-Hsun, et al. “Efficient Realization of Decision Trees for Real-Time Inference.” <i>ACM Transactions on Embedded Computing Systems</i>, vol. 21, no. 6, Association for Computing Machinery (ACM), 2022, pp. 1–26, doi:<a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>.","chicago":"Chen, Kuan-Hsun, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin Lee, Jenq-Kuen Lee, Katharina Morik, and Jian-Jia Chen. “Efficient Realization of Decision Trees for Real-Time Inference.” <i>ACM Transactions on Embedded Computing Systems</i> 21, no. 6 (2022): 1–26. <a href=\"https://doi.org/10.1145/3508019\">https://doi.org/10.1145/3508019</a>.","short":"K.-H. Chen, C. Su, C. Hakert, S. Buschjäger, C.-L. Lee, J.-K. Lee, K. Morik, J.-J. Chen, ACM Transactions on Embedded Computing Systems 21 (2022) 1–26.","ieee":"K.-H. Chen <i>et al.</i>, “Efficient Realization of Decision Trees for Real-Time Inference,” <i>ACM Transactions on Embedded Computing Systems</i>, vol. 21, no. 6, pp. 1–26, 2022, doi: <a href=\"https://doi.org/10.1145/3508019\">10.1145/3508019</a>.","apa":"Chen, K.-H., Su, C., Hakert, C., Buschjäger, S., Lee, C.-L., Lee, J.-K., Morik, K., &#38; Chen, J.-J. (2022). Efficient Realization of Decision Trees for Real-Time Inference. <i>ACM Transactions on Embedded Computing Systems</i>, <i>21</i>(6), 1–26. <a href=\"https://doi.org/10.1145/3508019\">https://doi.org/10.1145/3508019</a>"}},{"publication":"ACM Transactions on Embedded Computing Systems","issue":"1","abstract":[{"lang":"eng","text":"<jats:p>\n            In-memory wear-leveling has become an important research field for emerging non-volatile main memories over the past years. Many approaches in the literature perform wear-leveling by making use of special hardware. Since most non-volatile memories only wear out from write accesses, the proposed approaches in the literature also usually try to spread write accesses widely over the entire memory space. Some non-volatile memories, however, also wear out from read accesses, because every read causes a consecutive write access. Software-based solutions only operate from the application or kernel level, where read and write accesses are realized with different instructions and semantics. Therefore different mechanisms are required to handle reads and writes on the software level. First, we design a method to approximate read and write accesses to the memory to allow aging aware coarse-grained wear-leveling in the absence of special hardware, providing the age information. Second, we provide specific solutions to resolve\n            <jats:italic>access hot-spots</jats:italic>\n            within the compiled program code (text segment) and on the application stack. In our evaluation, we estimate the cell age by counting the total amount of accesses per cell. The results show that employing all our methods improves the memory lifetime by up to a factor of 955×.\n          </jats:p>"}],"date_created":"2026-07-03T21:17:30Z","type":"journal_article","year":"2022","title":"Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory","publication_identifier":{"issn":["1539-9087","1558-3465"]},"author":[{"last_name":"Hakert","first_name":"Christian","full_name":"Hakert, Christian"},{"full_name":"Chen, Kuan-Hsun","first_name":"Kuan-Hsun","last_name":"Chen"},{"full_name":"Schirmeier, Horst","last_name":"Schirmeier","first_name":"Horst"},{"first_name":"Lars","last_name":"Bauer","full_name":"Bauer, Lars"},{"last_name":"Genssler","first_name":"Paul R.","full_name":"Genssler, Paul R."},{"full_name":"von der Brüggen, Georg","first_name":"Georg","last_name":"von der Brüggen"},{"first_name":"Hussam","last_name":"Amrouch","full_name":"Amrouch, Hussam"},{"first_name":"Jörg","last_name":"Henkel","full_name":"Henkel, Jörg"},{"last_name":"Chen","first_name":"Jian-Jia","full_name":"Chen, Jian-Jia"}],"publication_status":"published","date_updated":"2026-07-05T14:45:36Z","intvolume":"        21","language":[{"iso":"eng"}],"doi":"10.1145/3483839","citation":{"apa":"Hakert, C., Chen, K.-H., Schirmeier, H., Bauer, L., Genssler, P. R., von der Brüggen, G., Amrouch, H., Henkel, J., &#38; Chen, J.-J. (2022). Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory. <i>ACM Transactions on Embedded Computing Systems</i>, <i>21</i>(1), 1–24. <a href=\"https://doi.org/10.1145/3483839\">https://doi.org/10.1145/3483839</a>","ieee":"C. Hakert <i>et al.</i>, “Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory,” <i>ACM Transactions on Embedded Computing Systems</i>, vol. 21, no. 1, pp. 1–24, 2022, doi: <a href=\"https://doi.org/10.1145/3483839\">10.1145/3483839</a>.","short":"C. Hakert, K.-H. Chen, H. Schirmeier, L. Bauer, P.R. Genssler, G. von der Brüggen, H. Amrouch, J. Henkel, J.-J. Chen, ACM Transactions on Embedded Computing Systems 21 (2022) 1–24.","chicago":"Hakert, Christian, Kuan-Hsun Chen, Horst Schirmeier, Lars Bauer, Paul R. Genssler, Georg von der Brüggen, Hussam Amrouch, Jörg Henkel, and Jian-Jia Chen. “Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory.” <i>ACM Transactions on Embedded Computing Systems</i> 21, no. 1 (2022): 1–24. <a href=\"https://doi.org/10.1145/3483839\">https://doi.org/10.1145/3483839</a>.","mla":"Hakert, Christian, et al. “Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory.” <i>ACM Transactions on Embedded Computing Systems</i>, vol. 21, no. 1, Association for Computing Machinery (ACM), 2022, pp. 1–24, doi:<a href=\"https://doi.org/10.1145/3483839\">10.1145/3483839</a>.","ama":"Hakert C, Chen K-H, Schirmeier H, et al. Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory. <i>ACM Transactions on Embedded Computing Systems</i>. 2022;21(1):1-24. doi:<a href=\"https://doi.org/10.1145/3483839\">10.1145/3483839</a>","bibtex":"@article{Hakert_Chen_Schirmeier_Bauer_Genssler_von der Brüggen_Amrouch_Henkel_Chen_2022, title={Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory}, volume={21}, DOI={<a href=\"https://doi.org/10.1145/3483839\">10.1145/3483839</a>}, number={1}, journal={ACM Transactions on Embedded Computing Systems}, publisher={Association for Computing Machinery (ACM)}, author={Hakert, Christian and Chen, Kuan-Hsun and Schirmeier, Horst and Bauer, Lars and Genssler, Paul R. and von der Brüggen, Georg and Amrouch, Hussam and Henkel, Jörg and Chen, Jian-Jia}, year={2022}, pages={1–24} }"},"status":"public","page":"1-24","publisher":"Association for Computing Machinery (ACM)","_id":"66202","user_id":"128464","volume":21},{"citation":{"bibtex":"@inproceedings{Chen_Gunzel_von der Bruggen_Chen_2022, title={Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited}, DOI={<a href=\"https://doi.org/10.1109/rtss55097.2022.00022\">10.1109/rtss55097.2022.00022</a>}, booktitle={2022 IEEE Real-Time Systems Symposium (RTSS)}, publisher={IEEE}, author={Chen, Kuan-Hsun and Gunzel, Mario and von der Bruggen, Georg and Chen, Jian-Jia}, year={2022} }","ama":"Chen K-H, Gunzel M, von der Bruggen G, Chen J-J. Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited. In: <i>2022 IEEE Real-Time Systems Symposium (RTSS)</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/rtss55097.2022.00022\">10.1109/rtss55097.2022.00022</a>","mla":"Chen, Kuan-Hsun, et al. “Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited.” <i>2022 IEEE Real-Time Systems Symposium (RTSS)</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/rtss55097.2022.00022\">10.1109/rtss55097.2022.00022</a>.","chicago":"Chen, Kuan-Hsun, Mario Gunzel, Georg von der Bruggen, and Jian-Jia Chen. “Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited.” In <i>2022 IEEE Real-Time Systems Symposium (RTSS)</i>. IEEE, 2022. <a href=\"https://doi.org/10.1109/rtss55097.2022.00022\">https://doi.org/10.1109/rtss55097.2022.00022</a>.","short":"K.-H. Chen, M. Gunzel, G. von der Bruggen, J.-J. Chen, in: 2022 IEEE Real-Time Systems Symposium (RTSS), IEEE, 2022.","ieee":"K.-H. Chen, M. Gunzel, G. von der Bruggen, and J.-J. Chen, “Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited,” 2022, doi: <a href=\"https://doi.org/10.1109/rtss55097.2022.00022\">10.1109/rtss55097.2022.00022</a>.","apa":"Chen, K.-H., Gunzel, M., von der Bruggen, G., &#38; Chen, J.-J. (2022). 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