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1,522 results on '"Bosch, Jan"'

54. An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions

Author

Figalist, Iris, Elsner, Christoph, Bosch, Jan, Olsson, Helena Holmström, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Morisio, Maurizio, editor, Torchiano, Marco, editor, and Jedlitschka, Andreas, editor

Published
2020
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55. From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems

Author

Lwakatare, Lucy Ellen, Crnkovic, Ivica, Rånge, Ellinor, Bosch, Jan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Morisio, Maurizio, editor, Torchiano, Marco, editor, and Jedlitschka, Andreas, editor

Published
2020
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56. Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies

Author

Fredriksson, Teodor, Mattos, David Issa, Bosch, Jan, Olsson, Helena Holmström, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Morisio, Maurizio, editor, Torchiano, Marco, editor, and Jedlitschka, Andreas, editor

Published
2020
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57. Data Pipeline Management in Practice: Challenges and Opportunities

Author

Munappy, Aiswarya Raj, Bosch, Jan, Olsson, Helena Homström, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Morisio, Maurizio, editor, Torchiano, Marco, editor, and Jedlitschka, Andreas, editor

Published
2020
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60. Towards AIOps enabled services in continuously evolving software‐intensive embedded systems.

Author

Dakkak, Anas, Bosch, Jan, and Holmstrom Olsson, Helena

Subjects
*RADIO access networks, *TELECOMMUNICATION systems, *SOFTWARE maintenance, *4G networks, *CUSTOMER satisfaction, *5G networks
Abstract

Continuous deployment has been practiced for many years by companies developing web‐ and cloud‐based applications. To succeed with continuous deployment, these companies have a strong collaboration culture between the operations and development teams. In addition, these companies use AI, analytics, and big data to assist with time‐consuming postdeployment activities such as continuous monitoring and fault identification. Thus, the term AIOps has evolved to highlight the importance and difficulty of maintaining highly available applications in a complex and dynamic environment. In contrast, software‐intensive embedded systems often provide customer product‐related services, such as maintenance, optimization, and support. These services are critical for these companies as they provide significant revenue and increase customer satisfaction. Therefore, the objective of our study is to gain an in‐depth understanding of the impact of continuous deployment on product‐related services provided by software‐intensive embedded systems companies. In addition, we aim to understand how AIOps can support continuous deployment in the context of software‐intensive embedded systems. To address this objective, we conducted a case study at a large and multinational telecommunications systems provider focusing on the radio access network (RAN) systems for 4G and 5G networks. The company provides RAN products and three complementing services: rollout, optimization, and customer support. The results from the case study show that the boundaries between product‐related services become blurry with continuous deployment. In addition, product‐related services, which were conducted in sequence by independent projects, converge with continuous deployment and become part of the same project. Further, AIOps platforms play an important role in reducing costs and increasing postdeployment activities' efficiency and speed. These results show that continuous deployment has a profound impact on the software‐intensive system's provider service organization. The service organization becomes the connection between the R&D organization and the customer. In order to cope with the increased speed of releases, deployment and postdeployment activities need to be largely automated. AIOps platforms are seen as a critical enabler in managing the increasing complexity without increasing human involvement. [ABSTRACT FROM AUTHOR]

Published
2024
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61. Customer Churn Prediction in B2B Contexts

Author

Figalist, Iris, Elsner, Christoph, Bosch, Jan, Olsson, Helena Holmström, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Rosemann, Michael, Series Editor, Shaw, Michael J., Series Editor, Szyperski, Clemens, Series Editor, Hyrynsalmi, Sami, editor, Suoranta, Mari, editor, Nguyen-Duc, Anh, editor, Tyrväinen, Pasi, editor, and Abrahamsson, Pekka, editor

Published
2019
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62. Leveraging Business Transformation with Machine Learning Experiments

Author

Mattos, David Issa, Bosch, Jan, Olsson, Helena Holmström, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Rosemann, Michael, Series Editor, Shaw, Michael J., Series Editor, Szyperski, Clemens, Series Editor, Hyrynsalmi, Sami, editor, Suoranta, Mari, editor, Nguyen-Duc, Anh, editor, Tyrväinen, Pasi, editor, and Abrahamsson, Pekka, editor

Published
2019
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63. Dynamic Data Management for Machine Learning in Embedded Systems: A Case Study

Author

Ouhaichi, Hamza, Olsson, Helena Holmström, Bosch, Jan, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Rosemann, Michael, Series Editor, Shaw, Michael J., Series Editor, Szyperski, Clemens, Series Editor, Hyrynsalmi, Sami, editor, Suoranta, Mari, editor, Nguyen-Duc, Anh, editor, Tyrväinen, Pasi, editor, and Abrahamsson, Pekka, editor

Published
2019
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64. API Management Challenges in Ecosystems

Author

Andreo, Sebastien, Bosch, Jan, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Rosemann, Michael, Series Editor, Shaw, Michael J., Series Editor, Szyperski, Clemens, Series Editor, Hyrynsalmi, Sami, editor, Suoranta, Mari, editor, Nguyen-Duc, Anh, editor, Tyrväinen, Pasi, editor, and Abrahamsson, Pekka, editor

Published
2019
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66. A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation

Author

Lwakatare, Lucy Ellen, Raj, Aiswarya, Bosch, Jan, Olsson, Helena Holmström, Crnkovic, Ivica, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Rosemann, Michael, Series Editor, Shaw, Michael J., Series Editor, Szyperski, Clemens, Series Editor, Kruchten, Philippe, editor, Fraser, Steven, editor, and Coallier, François, editor

Published
2019
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68. Data Driven Development: Challenges in Online, Embedded and On-Premise Software

Author

Holmström Olsson, Helena, Bosch, Jan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Franch, Xavier, editor, Männistö, Tomi, editor, and Martínez-Fernández, Silverio, editor

Published
2019
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69. Continuous Experimentation for Software Organizations with Low Control of Roadmap and a Large Distance to Users: An Exploratory Case Study

Author

Sveningson, Robin, Mattos, David Issa, Bosch, Jan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Franch, Xavier, editor, Männistö, Tomi, editor, and Martínez-Fernández, Silverio, editor

Published
2019
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70. Excellence in Exploratory Testing: Success Factors in Large-Scale Industry Projects

Author

Mårtensson, Torvald, Martini, Antonio, Ståhl, Daniel, Bosch, Jan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Franch, Xavier, editor, Männistö, Tomi, editor, and Martínez-Fernández, Silverio, editor

Published
2019
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71. ACE: Easy Deployment of Field Optimization Experiments

Author

Mattos, David Issa, Bosch, Jan, Holmström Olsson, Helena, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Bures, Tomas, editor, Duchien, Laurence, editor, and Inverardi, Paola, editor

Published
2019
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81. Contributing Authors

Author

Abe, Yukio, primary, Aita, Márcio Aurélio, additional, Perez Alba, Jose Manuel, additional, Axelrod, Daniel, additional, Axelsson, Peter, additional, Bauer, Thomas, additional, Bell, Katrina R., additional, Bessems, J.H.J.M., additional, Bhandari, Mohit, additional, Blackburn, Julia, additional, Blokhuis, Taco J., additional, Boeckstyns, Michel E.H., additional, Bouyer, Michael, additional, Carratalá Baixauli, Vicente, additional, Calcagni, Maurizio, additional, Chan, Andrea, additional, Chantelot, Christophe, additional, Chiche, Léo, additional, Chung, Kevin C., additional, Colaris, Joost W., additional, Corella Montoya, Fernando, additional, Davis, Elissa S., additional, Piñal, Francisco del, additional, Dias, Joseph, additional, Doornberg, Job N., additional, Drijfhout van Hooff, C.C., additional, Duckworth, Andrew D., additional, Ehlinger, Matthieu, additional, Esposito, K.R., additional, Facca, Sybille, additional, Farnebo, Simon, additional, Fredrikson, Per, additional, Freibott, C.E., additional, Gómez, Ignacio Miranda, additional, Gouzou, Stéphanie, additional, Grewal, Ruby, additional, Guidi, Marco, additional, Hannemann, Pascal F.W., additional, Harper, Carl M., additional, Haynes, Sara F., additional, Jaarsma, R.L., additional, Johal, Herman, additional, Johnson, Nick, additional, Jung, Hyoung-Seok, additional, Kadar, Assaf, additional, Kim, Jong Pil, additional, Koehler, Steven M., additional, Laane, C.L.E., additional, Lafosse, Thibault, additional, Lee, Hyun Il, additional, Lee, Jae-Sung, additional, Lindau, Tommy R., additional, Lindqvist, Sandra, additional, Liverneaux, Philippe, additional, Loisel, François, additional, Lucas García, Francisco J., additional, Luchetti, Riccardo, additional, Meaike, Jesse D., additional, Meaike, Joshua J., additional, Medoff, Robert J., additional, Michielsen, Maartje, additional, Miller, Andrew, additional, Molyneux, Samuel G., additional, Obert, Laurent, additional, Osterman, A. Lee, additional, Paul, Ryan, additional, Pientka, William F., additional, Ploegmakers, J.J.W., additional, Pocnetz, Sasa, additional, Poublon, A.R., additional, Ring, D., additional, Rozental, Tamara, additional, Saab, Marc, additional, Saka, Natsumi, additional, Sandow, Michael J., additional, Schep, Niels W.L., additional, Schoolmeesters, B.J.A., additional, Shin, Alexander Y., additional, Shoap, S.C., additional, Sims, Laura, additional, Strauch, R.J., additional, Strelzow, Jason A., additional, Suh, Nina, additional, Takahashi, Youhei, additional, Tang, Jin Bo, additional, Ten Bosch, Jan A., additional, The, B., additional, Tosti, Rick, additional, van der Windt, A.E., additional, Vanhees, Matthias, additional, Vernet, Paul, additional, Verstreken, Frederik, additional, White, Timothy O., additional, Wijffels, M.M.E., additional, Woolnough, Taylor, additional, Xiong, Grace, additional, Zenke, Yukichi, additional, and Zhang, Yiyang, additional

Published
2021
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83. Towards a Digital Business Operating System

Author

Bosch, Jan, Barbosa, Simone Diniz Junqueira, Series Editor, Chen, Phoebe, Series Editor, Filipe, Joaquim, Series Editor, Kotenko, Igor, Series Editor, Sivalingam, Krishna M., Series Editor, Washio, Takashi, Series Editor, Yuan, Junsong, Series Editor, Zhou, Lizhu, Series Editor, Cabello, Enrique, editor, Cardoso, Jorge, editor, Maciaszek, Leszek A., editor, and van Sinderen, Marten, editor

Published
2018
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84. Optimization Experiments in the Continuous Space : The Limited Growth Optimistic Optimization Algorithm

Author

Mattos, David Issa, Mårtensson, Erling, Bosch, Jan, Olsson, Helena Holmström, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Colanzi, Thelma Elita, editor, and McMinn, Phil, editor

Published
2018
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85. An Activity and Metric Model for Online Controlled Experiments

Author

Issa Mattos, David, Dmitriev, Pavel, Fabijan, Aleksander, Bosch, Jan, Holmström Olsson, Helena, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Kuhrmann, Marco, editor, Schneider, Kurt, editor, Pfahl, Dietmar, editor, Amasaki, Sousuke, editor, Ciolkowski, Marcus, editor, Hebig, Regina, editor, Tell, Paolo, editor, Klünder, Jil, editor, and Küpper, Steffen, editor

Published
2018
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87. Opportunities and barriers for prehospital emergency medical services research in the Netherlands; results of a mixed-methods consensus study.

Author

Vianen, Niek J., Maissan, Iscander M., den Hartog, Dennis, Stolker, Robert J., Houmes, Robert J., Gommers, Diederik A. M. P. J., Van Meeteren, Nico L. U., Hoeks, Sanne E., Van Lieshout, Esther M. M., Verhofstad, Michael H. J., Van Vledder, Mark G., Alsma, Jelmer, Baden, David N., Bevelander, Timo, Bierens, Joost, Bollen, Jan, Bosch, Jan, Dercksen, Bert, Duvekot, Johannes J., and Gaakeer, Menno I.

Subjects
MEDICAL care research, HEALTH services accessibility, CONSENSUS (Social sciences), CORPORATE culture, FOCUS groups, INTERVIEWING, STATISTICAL sampling, EMERGENCY medicine, EMERGENCY medical services, HOSPITAL emergency services, JUDGMENT sampling, DESCRIPTIVE statistics, THEMATIC analysis, ATTITUDES of medical personnel, RESEARCH methodology, ACQUISITION of data, QUALITY assurance, STAKEHOLDER analysis, DELPHI method, DATA analysis software
Abstract

Introduction: Quality improvement in prehospital emergency medical services (EMS) can only be achieved by high-quality research and critical appraisal of current practices. This study examines current opportunities and barriers in EMS research in the Netherlands. Methods: This mixed-methods consensus study consisted of three phases. The first phase consisted of semi-structured interviews with relevant stakeholders. Thematic analysis of qualitative data derived from these interviews was used to identify main themes, which were subsequently discussed in several online focus groups in the second phase. Output from these discussions was used to shape statements for an online Delphi consensus study among relevant stakeholders in EMS research. Consensus was met if 80% of respondents agreed or disagreed on a particular statement. Results: Forty-nine stakeholders participated in the study; qualitative thematic analysis of the interviews and focus group discussions identified four main themes: (1) data registration and data sharing, (2) laws and regulations, (3) financial aspects and funding, and (4) organization and culture. Qualitative data from the first two phases of the study were used to construct 33 statements for an online Delphi study. Consensus was reached on 21 (64%) statements. Eleven (52%) of these statements pertained to the storage and use of EMS patient data. Conclusion: Barriers for prehospital EMS research in the Netherlands include issues regarding the use of patient data, privacy and legislation, funding and research culture in EMS organizations. Opportunities to increase scientific productivity in EMS research include the development of a national strategy for EMS data and the incorporation of EMS topics in research agendas of national medical professional associations. [ABSTRACT FROM AUTHOR]

Published
2024
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98. Exploratory Testing of Large-Scale Systems – Testing in the Continuous Integration and Delivery Pipeline

Author

Mårtensson, Torvald, Ståhl, Daniel, Bosch, Jan, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Felderer, Michael, editor, Méndez Fernández, Daniel, editor, Turhan, Burak, editor, Kalinowski, Marcos, editor, Sarro, Federica, editor, and Winkler, Dietmar, editor

Published
2017
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99. Differentiating Feature Realization in Software Product Development

Author

Fabijan, Aleksander, Holmström Olsson, Helena, Bosch, Jan, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Felderer, Michael, editor, Méndez Fernández, Daniel, editor, Turhan, Burak, editor, Kalinowski, Marcos, editor, Sarro, Federica, editor, and Winkler, Dietmar, editor

Published
2017
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100. More for Less: Automated Experimentation in Software-Intensive Systems

Author

Mattos, David Issa, Bosch, Jan, Holmström Olsson, Helena, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Felderer, Michael, editor, Méndez Fernández, Daniel, editor, Turhan, Burak, editor, Kalinowski, Marcos, editor, Sarro, Federica, editor, and Winkler, Dietmar, editor

Published
2017
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