--- _id: '42299' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten. Universität Paderborn; 2020. apa: N., N. (2020). Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten. Universität Paderborn. bibtex: '@book{N._2020, title={Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten. Universität Paderborn, 2020. ieee: N. N., Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten. Universität Paderborn, 2020. mla: N., N. Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten. Universität Paderborn, 2020. short: N. N., Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten, Universität Paderborn, 2020. date_created: 2023-02-22T11:12:20Z date_updated: 2023-05-23T12:46:15Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: ger project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Eine ökonomische Analyse der Piraterie in zweiseitigen Softwaremärkten type: mastersthesis user_id: '477' year: '2020' ... --- _id: '42304' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen. Universität Paderborn; 2020. apa: N., N. (2020). Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen. Universität Paderborn. bibtex: '@book{N._2020, title={Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen. Universität Paderborn, 2020. ieee: N. N., Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen. Universität Paderborn, 2020. mla: N., N. Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen. Universität Paderborn, 2020. short: N. N., Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen, Universität Paderborn, 2020. date_created: 2023-02-22T11:17:53Z date_updated: 2023-05-23T12:45:34Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: ger project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Kulturelle Unterschiede beim Lösen von Verhandlungsproblemen type: bachelorsthesis user_id: '477' year: '2020' ... --- _id: '42298' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Productivity Optimization through Project Matching. Universität Paderborn; 2020. apa: N., N. (2020). Productivity optimization through project matching. Universität Paderborn. bibtex: '@book{N._2020, title={Productivity optimization through project matching}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Productivity Optimization through Project Matching. Universität Paderborn, 2020. ieee: N. N., Productivity optimization through project matching. Universität Paderborn, 2020. mla: N., N. Productivity Optimization through Project Matching. Universität Paderborn, 2020. short: N. N., Productivity Optimization through Project Matching, Universität Paderborn, 2020. date_created: 2023-02-22T11:10:47Z date_updated: 2023-05-23T12:46:30Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: eng project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Productivity optimization through project matching type: bachelorsthesis user_id: '477' year: '2020' ... --- _id: '42306' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Matching Mechanisms and Organ Exchange. Universität Paderborn; 2020. apa: N., N. (2020). Matching Mechanisms and Organ Exchange. Universität Paderborn. bibtex: '@book{N._2020, title={Matching Mechanisms and Organ Exchange}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Matching Mechanisms and Organ Exchange. Universität Paderborn, 2020. ieee: N. N., Matching Mechanisms and Organ Exchange. Universität Paderborn, 2020. mla: N., N. Matching Mechanisms and Organ Exchange. Universität Paderborn, 2020. short: N. N., Matching Mechanisms and Organ Exchange, Universität Paderborn, 2020. date_created: 2023-02-22T11:18:47Z date_updated: 2023-05-23T12:45:27Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: eng project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Matching Mechanisms and Organ Exchange type: mastersthesis user_id: '477' year: '2020' ... --- _id: '42300' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Cartel Fines in the European Union. Universität Paderborn; 2020. apa: N., N. (2020). Cartel Fines in the European Union. Universität Paderborn. bibtex: '@book{N._2020, title={Cartel Fines in the European Union}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Cartel Fines in the European Union. Universität Paderborn, 2020. ieee: N. N., Cartel Fines in the European Union. Universität Paderborn, 2020. mla: N., N. Cartel Fines in the European Union. Universität Paderborn, 2020. short: N. N., Cartel Fines in the European Union, Universität Paderborn, 2020. date_created: 2023-02-22T11:13:16Z date_updated: 2023-05-23T12:46:00Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: eng project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Cartel Fines in the European Union type: bachelorsthesis user_id: '477' year: '2020' ... --- _id: '42302' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Anspruchsregeln in Verhandlungen. Universität Paderborn; 2020. apa: N., N. (2020). Anspruchsregeln in Verhandlungen. Universität Paderborn. bibtex: '@book{N._2020, title={Anspruchsregeln in Verhandlungen}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Anspruchsregeln in Verhandlungen. Universität Paderborn, 2020. ieee: N. N., Anspruchsregeln in Verhandlungen. Universität Paderborn, 2020. mla: N., N. Anspruchsregeln in Verhandlungen. Universität Paderborn, 2020. short: N. N., Anspruchsregeln in Verhandlungen, Universität Paderborn, 2020. date_created: 2023-02-22T11:15:31Z date_updated: 2023-05-23T12:45:52Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: ger project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Anspruchsregeln in Verhandlungen type: bachelorsthesis user_id: '477' year: '2020' ... --- _id: '42292' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen. Universität Paderborn; 2020. apa: N., N. (2020). Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen. Universität Paderborn. bibtex: '@book{N._2020, title={Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen. Universität Paderborn, 2020. ieee: N. N., Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen. Universität Paderborn, 2020. mla: N., N. Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen. Universität Paderborn, 2020. short: N. N., Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen, Universität Paderborn, 2020. date_created: 2023-02-22T11:04:42Z date_updated: 2023-05-23T12:46:58Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: ger project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Die Zusammenstellung eines Sortiments als Beispiel interdependenter Verhandlungen type: mastersthesis user_id: '477' year: '2020' ... --- _id: '42294' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Matching in Netzwerken. Universität Paderborn; 2020. apa: N., N. (2020). Matching in Netzwerken. Universität Paderborn. bibtex: '@book{N._2020, title={Matching in Netzwerken}, publisher={Universität Paderborn}, author={N., N.}, year={2020} }' chicago: N., N. Matching in Netzwerken. Universität Paderborn, 2020. ieee: N. N., Matching in Netzwerken. Universität Paderborn, 2020. mla: N., N. Matching in Netzwerken. Universität Paderborn, 2020. short: N. N., Matching in Netzwerken, Universität Paderborn, 2020. date_created: 2023-02-22T11:06:52Z date_updated: 2023-05-23T12:46:44Z department: - _id: '204' - _id: '205' - _id: '475' - _id: '200' language: - iso: ger project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '2' name: 'SFB 901 - A: SFB 901 - Project Area A' - _id: '7' name: 'SFB 901 - A3: SFB 901 - Subproject A3' publisher: Universität Paderborn status: public supervisor: - first_name: Claus-Jochen full_name: Haake, Claus-Jochen id: '20801' last_name: Haake title: Matching in Netzwerken type: mastersthesis user_id: '477' year: '2020' ... --- _id: '45232' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. A Framework for Measurable Value Propositions of Mobile Applications.; 2020. apa: N., N. (2020). A Framework for Measurable Value Propositions of Mobile Applications. bibtex: '@book{N._2020, title={A Framework for Measurable Value Propositions of Mobile Applications}, author={N., N.}, year={2020} }' chicago: N., N. A Framework for Measurable Value Propositions of Mobile Applications, 2020. ieee: N. N., A Framework for Measurable Value Propositions of Mobile Applications. 2020. mla: N., N. A Framework for Measurable Value Propositions of Mobile Applications. 2020. short: N. N., A Framework for Measurable Value Propositions of Mobile Applications, 2020. date_created: 2023-05-23T13:03:24Z date_updated: 2023-05-23T13:04:16Z department: - _id: '66' language: - iso: eng project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '4' name: 'SFB 901 - C: SFB 901 - Project Area C' - _id: '17' name: 'SFB 901 - C5: SFB 901 - Subproject C5' status: public supervisor: - first_name: Simon full_name: Oberthür, Simon id: '383' last_name: Oberthür - first_name: Sebastian full_name: Gottschalk, Sebastian id: '47208' last_name: Gottschalk title: A Framework for Measurable Value Propositions of Mobile Applications type: mastersthesis user_id: '47208' year: '2020' ... --- _id: '45234' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Model-Based Product Configuration in Augmented Reality Applications.; 2020. apa: N., N. (2020). Model-Based Product Configuration in Augmented Reality Applications. bibtex: '@book{N._2020, title={Model-Based Product Configuration in Augmented Reality Applications}, author={N., N.}, year={2020} }' chicago: N., N. Model-Based Product Configuration in Augmented Reality Applications, 2020. ieee: N. N., Model-Based Product Configuration in Augmented Reality Applications. 2020. mla: N., N. Model-Based Product Configuration in Augmented Reality Applications. 2020. short: N. N., Model-Based Product Configuration in Augmented Reality Applications, 2020. date_created: 2023-05-23T13:05:23Z date_updated: 2023-05-23T13:05:26Z department: - _id: '66' language: - iso: eng project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '4' name: 'SFB 901 - C: SFB 901 - Project Area C' - _id: '17' name: 'SFB 901 - C5: SFB 901 - Subproject C5' status: public supervisor: - first_name: Enes full_name: Yigitbas, Enes id: '8447' last_name: Yigitbas orcid: 0000-0002-5967-833X - first_name: Sebastian full_name: Gottschalk, Sebastian id: '47208' last_name: Gottschalk title: Model-Based Product Configuration in Augmented Reality Applications type: mastersthesis user_id: '47208' year: '2020' ... --- _id: '45235' author: - first_name: N. full_name: N., N. last_name: N. citation: ama: N. N. Design and Implementation of a Crowd-Based Prototype Validation Platform.; 2020. apa: N., N. (2020). Design and Implementation of a Crowd-based Prototype Validation Platform. bibtex: '@book{N._2020, title={Design and Implementation of a Crowd-based Prototype Validation Platform}, author={N., N.}, year={2020} }' chicago: N., N. Design and Implementation of a Crowd-Based Prototype Validation Platform, 2020. ieee: N. N., Design and Implementation of a Crowd-based Prototype Validation Platform. 2020. mla: N., N. Design and Implementation of a Crowd-Based Prototype Validation Platform. 2020. short: N. N., Design and Implementation of a Crowd-Based Prototype Validation Platform, 2020. date_created: 2023-05-23T13:08:17Z date_updated: 2023-05-23T13:08:22Z department: - _id: '66' language: - iso: eng project: - _id: '1' name: 'SFB 901: SFB 901' - _id: '4' name: 'SFB 901 - C: SFB 901 - Project Area C' - _id: '17' name: 'SFB 901 - C5: SFB 901 - Subproject C5' status: public title: Design and Implementation of a Crowd-based Prototype Validation Platform type: mastersthesis user_id: '47208' year: '2020' ... --- _id: '20808' author: - first_name: Hassan full_name: Ghasemzadeh Mohammadi, Hassan id: '61186' last_name: Ghasemzadeh Mohammadi - first_name: Rahil full_name: Arshad, Rahil last_name: Arshad - first_name: Sneha full_name: Rautmare, Sneha last_name: Rautmare - first_name: Suraj full_name: Manjunatha, Suraj last_name: Manjunatha - first_name: Maurice full_name: Kuschel, Maurice last_name: Kuschel - first_name: Felix Paul full_name: Jentzsch, Felix Paul last_name: Jentzsch - first_name: Marco full_name: Platzner, Marco id: '398' last_name: Platzner - first_name: Alexander full_name: Boschmann, Alexander last_name: Boschmann - first_name: Dirk full_name: Schollbach, Dirk last_name: Schollbach citation: ama: 'Ghasemzadeh Mohammadi H, Arshad R, Rautmare S, et al. DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms. In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). ; 2020. doi:10.1109/etfa46521.2020.9211880' apa: 'Ghasemzadeh Mohammadi, H., Arshad, R., Rautmare, S., Manjunatha, S., Kuschel, M., Jentzsch, F. P., Platzner, M., Boschmann, A., & Schollbach, D. (2020). DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms. 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). https://doi.org/10.1109/etfa46521.2020.9211880' bibtex: '@inproceedings{Ghasemzadeh Mohammadi_Arshad_Rautmare_Manjunatha_Kuschel_Jentzsch_Platzner_Boschmann_Schollbach_2020, title={DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms}, DOI={10.1109/etfa46521.2020.9211880}, booktitle={2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, author={Ghasemzadeh Mohammadi, Hassan and Arshad, Rahil and Rautmare, Sneha and Manjunatha, Suraj and Kuschel, Maurice and Jentzsch, Felix Paul and Platzner, Marco and Boschmann, Alexander and Schollbach, Dirk}, year={2020} }' chicago: 'Ghasemzadeh Mohammadi, Hassan, Rahil Arshad, Sneha Rautmare, Suraj Manjunatha, Maurice Kuschel, Felix Paul Jentzsch, Marco Platzner, Alexander Boschmann, and Dirk Schollbach. “DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms.” In 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020. https://doi.org/10.1109/etfa46521.2020.9211880.' ieee: 'H. Ghasemzadeh Mohammadi et al., “DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms,” 2020, doi: 10.1109/etfa46521.2020.9211880.' mla: 'Ghasemzadeh Mohammadi, Hassan, et al. “DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms.” 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020, doi:10.1109/etfa46521.2020.9211880.' short: 'H. Ghasemzadeh Mohammadi, R. Arshad, S. Rautmare, S. Manjunatha, M. Kuschel, F.P. Jentzsch, M. Platzner, A. Boschmann, D. Schollbach, in: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020.' date_created: 2020-12-21T10:03:49Z date_updated: 2023-07-09T13:08:07Z doi: 10.1109/etfa46521.2020.9211880 language: - iso: eng project: - _id: '83' name: 'SFB 901 - T1: SFB 901 -Subproject T1' - _id: '82' name: 'SFB 901 - T: SFB 901 - Project Area T' - _id: '1' grant_number: '160364472' name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ' publication: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) publication_identifier: isbn: - '9781728189567' publication_status: published status: public title: 'DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms' type: conference user_id: '398' year: '2020' ... --- _id: '21433' abstract: - lang: eng text: "Modern machine learning (ML) techniques continue to move into the embedded system space because traditional centralized compute resources do not suit certain application domains, for example in mobile or real-time environments. Google’s TensorFlow Lite (TFLite) framework supports this shift from cloud to edge computing and makes ML inference accessible on resource-constrained devices. While it offers the possibility to partially delegate computation to hardware accelerators, there is no such “delegate” available to utilize the promising characteristics of reconfigurable hardware.\r\nThis thesis incorporates modern platform FPGAs into TFLite by implementing a modular delegate framework, which allows accelerators within the programmable logic to take over the execution of neural network layers. To facilitate the necessary hardware/software codesign, the FPGA delegate is based on the operating system for reconfigurable\r\ncomputing (ReconOS), whose partial reconfiguration support enables the instantiation of model-tailored accelerator architectures. In the hardware back-end, a streaming-based prototype accelerator for the MobileNet model family showcases the working order of the platform, but falls short of the desired performance. Thus, it indicates the need for further exploration of alternative accelerator designs, which the delegate could automatically synthesize to meet a model’s demands." author: - first_name: Felix P. full_name: Jentzsch, Felix P. last_name: Jentzsch citation: ama: Jentzsch FP. Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture.; 2020. apa: Jentzsch, F. P. (2020). Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture. bibtex: '@book{Jentzsch_2020, title={Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture}, author={Jentzsch, Felix P.}, year={2020} }' chicago: Jentzsch, Felix P. Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture, 2020. ieee: F. P. Jentzsch, Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture. 2020. mla: Jentzsch, Felix P. Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture. 2020. short: F.P. Jentzsch, Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture, 2020. date_created: 2021-03-10T07:09:14Z date_updated: 2023-07-09T17:12:52Z department: - _id: '78' language: - iso: eng project: - _id: '1' grant_number: '160364472' name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ' - _id: '82' name: 'SFB 901 - T: SFB 901 - Project Area T' - _id: '83' name: 'SFB 901 - T1: SFB 901 -Subproject T1' status: public supervisor: - first_name: Christian full_name: Lienen, Christian id: '60323' last_name: Lienen - first_name: Marco full_name: Platzner, Marco id: '398' last_name: Platzner - first_name: Christian full_name: Plessl, Christian id: '16153' last_name: Plessl orcid: 0000-0001-5728-9982 title: Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture type: mastersthesis user_id: '398' year: '2020' ... --- _id: '16726' author: - first_name: Hadi full_name: Razzaghi Kouchaksaraei, Hadi id: '60845' last_name: Razzaghi Kouchaksaraei - first_name: Ashwin Prasad full_name: Shivarpatna Venkatesh, Ashwin Prasad id: '66637' last_name: Shivarpatna Venkatesh - first_name: Amey full_name: Churi, Amey last_name: Churi - first_name: Marvin full_name: Illian, Marvin id: '44169' last_name: Illian orcid: 0009-0007-2992-8346 - first_name: Holger full_name: Karl, Holger id: '126' last_name: Karl citation: ama: 'Razzaghi Kouchaksaraei H, Shivarpatna Venkatesh AP, Churi A, Illian M, Karl H. Dynamic Provisioning of Network Services on Heterogeneous Resources. In: European Conference on Networks and Communications (EUCNC 2020).' apa: Razzaghi Kouchaksaraei, H., Shivarpatna Venkatesh, A. P., Churi, A., Illian, M., & Karl, H. (n.d.). Dynamic Provisioning of Network Services on Heterogeneous Resources. European Conference on Networks and Communications (EUCNC 2020). European Conference on Networks and Communications (EUCNC 2020). bibtex: '@inproceedings{Razzaghi Kouchaksaraei_Shivarpatna Venkatesh_Churi_Illian_Karl, title={Dynamic Provisioning of Network Services on Heterogeneous Resources}, booktitle={European Conference on Networks and Communications (EUCNC 2020)}, author={Razzaghi Kouchaksaraei, Hadi and Shivarpatna Venkatesh, Ashwin Prasad and Churi, Amey and Illian, Marvin and Karl, Holger} }' chicago: Razzaghi Kouchaksaraei, Hadi, Ashwin Prasad Shivarpatna Venkatesh, Amey Churi, Marvin Illian, and Holger Karl. “Dynamic Provisioning of Network Services on Heterogeneous Resources.” In European Conference on Networks and Communications (EUCNC 2020), n.d. ieee: H. Razzaghi Kouchaksaraei, A. P. Shivarpatna Venkatesh, A. Churi, M. Illian, and H. Karl, “Dynamic Provisioning of Network Services on Heterogeneous Resources,” presented at the European Conference on Networks and Communications (EUCNC 2020). mla: Razzaghi Kouchaksaraei, Hadi, et al. “Dynamic Provisioning of Network Services on Heterogeneous Resources.” European Conference on Networks and Communications (EUCNC 2020). short: 'H. Razzaghi Kouchaksaraei, A.P. Shivarpatna Venkatesh, A. Churi, M. Illian, H. Karl, in: European Conference on Networks and Communications (EUCNC 2020), n.d.' conference: end_date: 2020-06-18 name: European Conference on Networks and Communications (EUCNC 2020) start_date: 2020-06-15 date_created: 2020-04-20T09:36:53Z date_updated: 2026-05-20T08:45:06Z department: - _id: '34' language: - iso: eng project: - _id: '23' name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte Resources - _id: '4' name: SFB 901 - Project Area C - _id: '16' name: SFB 901 - Subproject C4 - _id: '1' name: SFB 901 publication: European Conference on Networks and Communications (EUCNC 2020) publication_status: accepted quality_controlled: '1' status: public title: Dynamic Provisioning of Network Services on Heterogeneous Resources type: conference user_id: '44169' year: '2020' ... --- _id: '3287' abstract: - lang: eng 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." author: - first_name: Stefan Balthasar full_name: Schneider, Stefan Balthasar id: '35343' last_name: Schneider orcid: 0000-0001-8210-4011 - first_name: Arnab full_name: Sharma, Arnab id: '67200' last_name: Sharma - first_name: Holger full_name: Karl, Holger id: '126' last_name: Karl - first_name: Heike full_name: Wehrheim, Heike id: '573' last_name: Wehrheim citation: ama: 'Schneider SB, Sharma A, Karl H, Wehrheim H. Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM). Washington, DC, USA: IFIP; 2019:116--124.' apa: 'Schneider, S. B., Sharma, A., Karl, H., & Wehrheim, H. (2019). Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM) (pp. 116--124). Washington, DC, USA: IFIP.' 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} }' chicago: 'Schneider, Stefan Balthasar, Arnab Sharma, Holger Karl, and Heike Wehrheim. “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets.” In 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), 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 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), Washington, DC, USA, 2019, pp. 116--124. mla: Schneider, Stefan Balthasar, et al. “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets.” 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), IFIP, 2019, pp. 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.' conference: end_date: 2019-04-12 location: Washington, DC, USA name: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM) start_date: 2019-04-08 date_created: 2018-06-18T15:23:18Z date_updated: 2022-01-06T06:59:09Z ddc: - '040' department: - _id: '77' - _id: '75' file: - access_level: open_access content_type: application/pdf creator: stschn date_created: 2019-01-07T12:38:35Z date_updated: 2019-01-07T12:38:35Z file_id: '6504' file_name: ris_preprint.pdf file_size: 497528 relation: main_file file_date_updated: 2019-01-07T12:38:35Z has_accepted_license: '1' language: - iso: eng main_file_link: - open_access: '1' url: http://dl.ifip.org/db/conf/im/im2019/188490.pdf oa: '1' page: 116--124 place: Washington, DC, USA project: - _id: '3' name: SFB 901 - Project Area B - _id: '11' name: SFB 901 - Subproject B3 - _id: '1' name: SFB 901 - _id: '4' name: SFB 901 - Project Area C - _id: '16' name: SFB 901 - Subproject C4 - _id: '28' grant_number: '761493' name: 5G Development and validation platform for global industry-specific network services and Apps - _id: '25' call_identifier: 5G PPP Phase 1 grant_number: '671517' name: 'SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized Networks' publication: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM) publisher: IFIP status: public title: Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets type: conference user_id: '35343' year: '2019' ... --- _id: '3585' abstract: - lang: eng 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. author: - first_name: Linus Matthias full_name: Witschen, Linus Matthias id: '49051' last_name: Witschen - first_name: Tobias full_name: Wiersema, Tobias id: '3118' last_name: Wiersema - first_name: Hassan full_name: Ghasemzadeh Mohammadi, Hassan id: '61186' last_name: Ghasemzadeh Mohammadi - first_name: Muhammad full_name: Awais, Muhammad id: '64665' last_name: Awais orcid: https://orcid.org/0000-0003-4148-2969 - first_name: Marco full_name: Platzner, Marco id: '398' last_name: Platzner citation: ama: 'Witschen LM, Wiersema T, Ghasemzadeh Mohammadi H, Awais M, Platzner M. CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation. Microelectronics Reliability. 2019;99:277-290. doi:10.1016/j.microrel.2019.04.003' apa: 'Witschen, L. M., Wiersema, T., Ghasemzadeh Mohammadi, H., Awais, M., & Platzner, M. (2019). CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation. Microelectronics Reliability, 99, 277–290. https://doi.org/10.1016/j.microrel.2019.04.003' bibtex: '@article{Witschen_Wiersema_Ghasemzadeh Mohammadi_Awais_Platzner_2019, title={CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation}, volume={99}, DOI={10.1016/j.microrel.2019.04.003}, 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} }' 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.” Microelectronics Reliability 99 (2019): 277–90. https://doi.org/10.1016/j.microrel.2019.04.003.' 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,” Microelectronics Reliability, vol. 99, pp. 277–290, 2019.' mla: 'Witschen, Linus Matthias, et al. “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation.” Microelectronics Reliability, vol. 99, Elsevier, 2019, pp. 277–90, doi:10.1016/j.microrel.2019.04.003.' short: L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Microelectronics Reliability 99 (2019) 277–290. date_created: 2018-07-20T14:08:49Z date_updated: 2022-01-06T06:59:25Z department: - _id: '78' doi: 10.1016/j.microrel.2019.04.003 intvolume: ' 99' keyword: - Approximate Computing - Framework - Pareto Front - Accuracy language: - iso: eng page: 277-290 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 publication: Microelectronics Reliability publication_identifier: issn: - 0026-2714 publication_status: published publisher: Elsevier status: public title: 'CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation' type: journal_article user_id: '49051' volume: 99 year: '2019' ... --- _id: '1139' abstract: - lang: eng text: We investigate the degree of price competition among telecommunication firms. Underlying a Bertrand model of price competition, we empirically model pricing behaviour in an oligopoly. We analyse panel data of individual pricing information of mobile phone contracts offered between 2011 and 2017. We provide empirical evidence that price differences as well as reputational effects serve as a signal to buyers and significantly affect market demand. Additionally, we find that brands lead to an increase in demand and thus are able to generate spillover effects even after price increase. author: - first_name: Daniel full_name: Kaimann, Daniel id: '18949' last_name: Kaimann - first_name: Britta full_name: Hoyer, Britta id: '42447' last_name: Hoyer citation: ama: 'Kaimann D, Hoyer B. Price competition and the Bertrand model: The paradox of the German mobile discount market. Applied Economics Letters. 2019;26(1):54-57. doi:10.1080/13504851.2018.1436141' apa: 'Kaimann, D., & Hoyer, B. (2019). Price competition and the Bertrand model: The paradox of the German mobile discount market. Applied Economics Letters, 26(1), 54–57. https://doi.org/10.1080/13504851.2018.1436141' bibtex: '@article{Kaimann_Hoyer_2019, title={Price competition and the Bertrand model: The paradox of the German mobile discount market}, volume={26}, DOI={10.1080/13504851.2018.1436141}, number={1}, journal={Applied Economics Letters}, publisher={Taylor and Francis Online}, author={Kaimann, Daniel and Hoyer, Britta}, year={2019}, pages={54–57} }' chicago: 'Kaimann, Daniel, and Britta Hoyer. “Price Competition and the Bertrand Model: The Paradox of the German Mobile Discount Market.” Applied Economics Letters 26, no. 1 (2019): 54–57. https://doi.org/10.1080/13504851.2018.1436141.' ieee: 'D. Kaimann and B. Hoyer, “Price competition and the Bertrand model: The paradox of the German mobile discount market,” Applied Economics Letters, vol. 26, no. 1, pp. 54–57, 2019.' mla: 'Kaimann, Daniel, and Britta Hoyer. “Price Competition and the Bertrand Model: The Paradox of the German Mobile Discount Market.” Applied Economics Letters, vol. 26, no. 1, Taylor and Francis Online, 2019, pp. 54–57, doi:10.1080/13504851.2018.1436141.' short: D. Kaimann, B. Hoyer, Applied Economics Letters 26 (2019) 54–57. date_created: 2018-01-31T08:34:35Z date_updated: 2022-01-06T06:51:00Z ddc: - '000' department: - _id: '280' - _id: '183' - _id: '475' doi: 10.1080/13504851.2018.1436141 file: - access_level: closed content_type: application/pdf creator: ups date_created: 2018-11-02T15:35:29Z date_updated: 2018-11-02T15:35:29Z file_id: '5307' file_name: KaimannHoyer.pdf file_size: 625230 relation: main_file success: 1 file_date_updated: 2018-11-02T15:35:29Z has_accepted_license: '1' intvolume: ' 26' issue: '1' language: - iso: eng main_file_link: - url: http://www.tandfonline.com/doi/full/10.1080/13504851.2018.1436141 page: 54-57 project: - _id: '2' name: SFB 901 - Project Area A - _id: '7' name: SFB 901 - Subproject A3 - _id: '8' name: SFB 901 - Subproject A4 - _id: '1' name: SFB 901 publication: Applied Economics Letters publication_status: epub_ahead publisher: Taylor and Francis Online status: public title: 'Price competition and the Bertrand model: The paradox of the German mobile discount market' type: journal_article user_id: '18949' volume: 26 year: '2019' ... --- _id: '2256' abstract: - lang: eng text: "Social psychology studies the \"common enemy effect\", the phenomenon\r\nthat members of a group work together when they face an opponent, although they otherwise have little in common. An interesting scenario\r\nis the formation of an information network where group members individually sponsor costly links. Suppose that ceteris paribus, an outsider\r\nappears who aims to disrupt the information \r\nflow within the network\r\nby deleting some of the links. The question is how the group responds\r\nto this common enemy. We address this question for the homogeneous\r\nconnections model of strategic network formation, with two-way \r\nflow of\r\ninformation and without information decay. For sufficiently low linkage\r\ncosts, the external threat can lead to a more connected network, a positive\r\ncommon enemy effect. For very high but not prohibitively high linkage\r\ncosts, the equilibrium network can be minimally connected and efficient\r\nin the absence of the external threat whereas it is always empty and ineffi\fcient in the presence of the external threat, a negative common enemy\r\neffect. For intermediate linkage costs, both connected networks and the\r\nempty network are Nash for certain cost ranges." author: - first_name: Britta full_name: Hoyer, Britta id: '42447' last_name: Hoyer - first_name: Hans full_name: Haller, Hans last_name: Haller citation: ama: Hoyer B, Haller H. The Common Enemy Effect under Strategic Network Formation and  Disruption. Journal of Economic Behavior & Organization. 2019;162:146-163. doi:10.1016/j.jebo.2019.03.011 apa: Hoyer, B., & Haller, H. (2019). The Common Enemy Effect under Strategic Network Formation and  Disruption. Journal of Economic Behavior & Organization, 162, 146–163. https://doi.org/10.1016/j.jebo.2019.03.011 bibtex: '@article{Hoyer_Haller_2019, title={The Common Enemy Effect under Strategic Network Formation and  Disruption}, volume={162}, DOI={10.1016/j.jebo.2019.03.011}, journal={Journal of Economic Behavior & Organization}, author={Hoyer, Britta and Haller, Hans}, year={2019}, pages={146–163} }' chicago: 'Hoyer, Britta, and Hans Haller. “The Common Enemy Effect under Strategic Network Formation and  Disruption.” Journal of Economic Behavior & Organization 162 (2019): 146–63. https://doi.org/10.1016/j.jebo.2019.03.011.' ieee: B. Hoyer and H. Haller, “The Common Enemy Effect under Strategic Network Formation and  Disruption,” Journal of Economic Behavior & Organization, vol. 162, pp. 146–163, 2019. mla: Hoyer, Britta, and Hans Haller. “The Common Enemy Effect under Strategic Network Formation and  Disruption.” Journal of Economic Behavior & Organization, vol. 162, 2019, pp. 146–63, doi:10.1016/j.jebo.2019.03.011. short: B. Hoyer, H. Haller, Journal of Economic Behavior & Organization 162 (2019) 146–163. date_created: 2018-04-06T07:59:01Z date_updated: 2022-01-06T06:55:36Z department: - _id: '280' - _id: '475' doi: 10.1016/j.jebo.2019.03.011 intvolume: ' 162' language: - iso: eng main_file_link: - url: https://www.sciencedirect.com/science/article/pii/S0167268119300824 page: 146-163 project: - _id: '1' name: SFB 901 - _id: '2' name: SFB 901 - Project Area A - _id: '7' name: SFB 901 - Subproject A3 publication: Journal of Economic Behavior & Organization publication_status: published status: public title: The Common Enemy Effect under Strategic Network Formation and Disruption type: journal_article user_id: '477' volume: 162 year: '2019' ... --- _id: '9261' author: - first_name: Daniel full_name: Szopinski, Daniel id: '36372' last_name: Szopinski citation: ama: 'Szopinski D. Jumping, dumping, and pumping: Three mental principles for idea generation to activate software-based tools in business model innovation. In: Proceedings of the 32nd Bled EConference. ; 2019.' apa: 'Szopinski, D. (2019). Jumping, dumping, and pumping: Three mental principles for idea generation to activate software-based tools in business model innovation. In Proceedings of the 32nd Bled eConference. Bled, Slovenia.' bibtex: '@inproceedings{Szopinski_2019, title={Jumping, dumping, and pumping: Three mental principles for idea generation to activate software-based tools in business model innovation}, booktitle={Proceedings of the 32nd Bled eConference}, author={Szopinski, Daniel}, year={2019} }' chicago: 'Szopinski, Daniel. “Jumping, Dumping, and Pumping: Three Mental Principles for Idea Generation to Activate Software-Based Tools in Business Model Innovation.” In Proceedings of the 32nd Bled EConference, 2019.' ieee: 'D. Szopinski, “Jumping, dumping, and pumping: Three mental principles for idea generation to activate software-based tools in business model innovation,” in Proceedings of the 32nd Bled eConference, Bled, Slovenia, 2019.' mla: 'Szopinski, Daniel. “Jumping, Dumping, and Pumping: Three Mental Principles for Idea Generation to Activate Software-Based Tools in Business Model Innovation.” Proceedings of the 32nd Bled EConference, 2019.' short: 'D. Szopinski, in: Proceedings of the 32nd Bled EConference, 2019.' conference: location: Bled, Slovenia name: 32nd Bled eConference date_created: 2019-04-17T12:14:39Z date_updated: 2022-01-06T07:04:10Z ddc: - '040' department: - _id: '276' file: - access_level: closed content_type: application/pdf creator: abursig date_created: 2019-04-17T12:17:42Z date_updated: 2019-04-17T12:17:42Z file_id: '9262' file_name: BLED 2019 Manuscript_final.pdf file_size: 1465891 relation: main_file success: 1 file_date_updated: 2019-04-17T12:17:42Z has_accepted_license: '1' language: - iso: eng project: - _id: '1' name: SFB 901 - _id: '4' name: SFB 901 - Project Area C - _id: '17' name: SFB 901 - Subproject C5 publication: Proceedings of the 32nd Bled eConference status: public title: 'Jumping, dumping, and pumping: Three mental principles for idea generation to activate software-based tools in business model innovation' type: conference user_id: '16205' year: '2019' ... --- _id: '9263' author: - first_name: Daniel full_name: Szopinski, Daniel id: '36372' last_name: Szopinski - first_name: T. full_name: Schoormann, T. last_name: Schoormann - first_name: Dennis full_name: Kundisch, Dennis id: '21117' last_name: Kundisch citation: ama: 'Szopinski D, Schoormann T, Kundisch D. Because your taxonomy is worth it: Towards a framework for taxonomy evaluation. In: Proceedings of the 27th European Conference on Information Systems (ECIS). ; 2019.' apa: 'Szopinski, D., Schoormann, T., & Kundisch, D. (2019). Because your taxonomy is worth it: Towards a framework for taxonomy evaluation. In Proceedings of the 27th European Conference on Information Systems (ECIS). Stockholm, Sweden.' bibtex: '@inproceedings{Szopinski_Schoormann_Kundisch_2019, title={Because your taxonomy is worth it: Towards a framework for taxonomy evaluation}, booktitle={Proceedings of the 27th European Conference on Information Systems (ECIS)}, author={Szopinski, Daniel and Schoormann, T. and Kundisch, Dennis}, year={2019} }' chicago: 'Szopinski, Daniel, T. Schoormann, and Dennis Kundisch. “Because Your Taxonomy Is Worth It: Towards a Framework for Taxonomy Evaluation.” In Proceedings of the 27th European Conference on Information Systems (ECIS), 2019.' ieee: 'D. Szopinski, T. Schoormann, and D. Kundisch, “Because your taxonomy is worth it: Towards a framework for taxonomy evaluation,” in Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm, Sweden, 2019.' mla: 'Szopinski, Daniel, et al. “Because Your Taxonomy Is Worth It: Towards a Framework for Taxonomy Evaluation.” Proceedings of the 27th European Conference on Information Systems (ECIS), 2019.' short: 'D. Szopinski, T. Schoormann, D. Kundisch, in: Proceedings of the 27th European Conference on Information Systems (ECIS), 2019.' conference: location: Stockholm, Sweden name: 27th European Conference on Information Systems (ECIS) date_created: 2019-04-17T12:21:40Z date_updated: 2022-01-06T07:04:10Z ddc: - '040' department: - _id: '276' file: - access_level: closed content_type: application/pdf creator: abursig date_created: 2019-04-17T12:21:28Z date_updated: 2019-04-17T12:21:28Z file_id: '9264' file_name: ECIS2019_TaxonomyEvaluation_RevisedManuscript_final.pdf file_size: 414949 relation: main_file success: 1 file_date_updated: 2019-04-17T12:21:28Z has_accepted_license: '1' language: - iso: eng project: - _id: '1' name: SFB 901 - _id: '4' name: SFB 901 - Project Area C - _id: '17' name: SFB 901 - Subproject C5 publication: Proceedings of the 27th European Conference on Information Systems (ECIS) status: public title: 'Because your taxonomy is worth it: Towards a framework for taxonomy evaluation' type: conference user_id: '16205' year: '2019' ...