---
_id: '34195'
author:
- first_name: Daniela
  full_name: Hobscheidt, Daniela
  last_name: Hobscheidt
- first_name: Jörn Steffen
  full_name: Menzefricke, Jörn Steffen
  last_name: Menzefricke
- first_name: Stefan
  full_name: Gabriel, Stefan
  last_name: Gabriel
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
citation:
  ama: 'Hobscheidt D, Menzefricke JS, Gabriel S, Kühn A, Dumitrescu R. Soziotechnische
    Herausforderungen bei der Einführung von RPA managen. In: <i>Praxishandbuch Robotic
    Process Automation (RPA)</i>. Springer Fachmedien Wiesbaden; 2022. doi:<a href="https://doi.org/10.1007/978-3-658-38379-4_8">10.1007/978-3-658-38379-4_8</a>'
  apa: Hobscheidt, D., Menzefricke, J. S., Gabriel, S., Kühn, A., &#38; Dumitrescu,
    R. (2022). Soziotechnische Herausforderungen bei der Einführung von RPA managen.
    In <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Springer Fachmedien
    Wiesbaden. <a href="https://doi.org/10.1007/978-3-658-38379-4_8">https://doi.org/10.1007/978-3-658-38379-4_8</a>
  bibtex: '@inbook{Hobscheidt_Menzefricke_Gabriel_Kühn_Dumitrescu_2022, place={Wiesbaden},
    title={Soziotechnische Herausforderungen bei der Einführung von RPA managen},
    DOI={<a href="https://doi.org/10.1007/978-3-658-38379-4_8">10.1007/978-3-658-38379-4_8</a>},
    booktitle={Praxishandbuch Robotic Process Automation (RPA)}, publisher={Springer
    Fachmedien Wiesbaden}, author={Hobscheidt, Daniela and Menzefricke, Jörn Steffen
    and Gabriel, Stefan and Kühn, Arno and Dumitrescu, Roman}, year={2022} }'
  chicago: 'Hobscheidt, Daniela, Jörn Steffen Menzefricke, Stefan Gabriel, Arno Kühn,
    and Roman Dumitrescu. “Soziotechnische Herausforderungen Bei Der Einführung von
    RPA Managen.” In <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Wiesbaden:
    Springer Fachmedien Wiesbaden, 2022. <a href="https://doi.org/10.1007/978-3-658-38379-4_8">https://doi.org/10.1007/978-3-658-38379-4_8</a>.'
  ieee: 'D. Hobscheidt, J. S. Menzefricke, S. Gabriel, A. Kühn, and R. Dumitrescu,
    “Soziotechnische Herausforderungen bei der Einführung von RPA managen,” in <i>Praxishandbuch
    Robotic Process Automation (RPA)</i>, Wiesbaden: Springer Fachmedien Wiesbaden,
    2022.'
  mla: Hobscheidt, Daniela, et al. “Soziotechnische Herausforderungen Bei Der Einführung
    von RPA Managen.” <i>Praxishandbuch Robotic Process Automation (RPA)</i>, Springer
    Fachmedien Wiesbaden, 2022, doi:<a href="https://doi.org/10.1007/978-3-658-38379-4_8">10.1007/978-3-658-38379-4_8</a>.
  short: 'D. Hobscheidt, J.S. Menzefricke, S. Gabriel, A. Kühn, R. Dumitrescu, in:
    Praxishandbuch Robotic Process Automation (RPA), Springer Fachmedien Wiesbaden,
    Wiesbaden, 2022.'
date_created: 2022-12-05T12:46:56Z
date_updated: 2022-12-05T12:51:11Z
department:
- _id: '563'
doi: 10.1007/978-3-658-38379-4_8
language:
- iso: eng
place: Wiesbaden
publication: Praxishandbuch Robotic Process Automation (RPA)
publication_identifier:
  isbn:
  - '9783658383787'
  - '9783658383794'
publication_status: published
publisher: Springer Fachmedien Wiesbaden
status: public
title: Soziotechnische Herausforderungen bei der Einführung von RPA managen
type: book_chapter
user_id: '15782'
year: '2022'
...
---
_id: '34193'
author:
- first_name: Michael
  full_name: Bansmann, Michael
  last_name: Bansmann
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
- first_name: Christian
  full_name: Fechtelpeter, Christian
  last_name: Fechtelpeter
citation:
  ama: 'Bansmann M, Dumitrescu R, Fechtelpeter C. Transfer von Arbeit 4.0-Anwendungsszenarien.
    In: <i>Gestaltung Digitalisierter Arbeitswelten</i>. Springer Berlin Heidelberg;
    2022. doi:<a href="https://doi.org/10.1007/978-3-662-58014-1_3">10.1007/978-3-662-58014-1_3</a>'
  apa: Bansmann, M., Dumitrescu, R., &#38; Fechtelpeter, C. (2022). Transfer von Arbeit
    4.0-Anwendungsszenarien. In <i>Gestaltung digitalisierter Arbeitswelten</i>. Springer
    Berlin Heidelberg. <a href="https://doi.org/10.1007/978-3-662-58014-1_3">https://doi.org/10.1007/978-3-662-58014-1_3</a>
  bibtex: '@inbook{Bansmann_Dumitrescu_Fechtelpeter_2022, place={Berlin, Heidelberg},
    title={Transfer von Arbeit 4.0-Anwendungsszenarien}, DOI={<a href="https://doi.org/10.1007/978-3-662-58014-1_3">10.1007/978-3-662-58014-1_3</a>},
    booktitle={Gestaltung digitalisierter Arbeitswelten}, publisher={Springer Berlin
    Heidelberg}, author={Bansmann, Michael and Dumitrescu, Roman and Fechtelpeter,
    Christian}, year={2022} }'
  chicago: 'Bansmann, Michael, Roman Dumitrescu, and Christian Fechtelpeter. “Transfer
    von Arbeit 4.0-Anwendungsszenarien.” In <i>Gestaltung Digitalisierter Arbeitswelten</i>.
    Berlin, Heidelberg: Springer Berlin Heidelberg, 2022. <a href="https://doi.org/10.1007/978-3-662-58014-1_3">https://doi.org/10.1007/978-3-662-58014-1_3</a>.'
  ieee: 'M. Bansmann, R. Dumitrescu, and C. Fechtelpeter, “Transfer von Arbeit 4.0-Anwendungsszenarien,”
    in <i>Gestaltung digitalisierter Arbeitswelten</i>, Berlin, Heidelberg: Springer
    Berlin Heidelberg, 2022.'
  mla: Bansmann, Michael, et al. “Transfer von Arbeit 4.0-Anwendungsszenarien.” <i>Gestaltung
    Digitalisierter Arbeitswelten</i>, Springer Berlin Heidelberg, 2022, doi:<a href="https://doi.org/10.1007/978-3-662-58014-1_3">10.1007/978-3-662-58014-1_3</a>.
  short: 'M. Bansmann, R. Dumitrescu, C. Fechtelpeter, in: Gestaltung Digitalisierter
    Arbeitswelten, Springer Berlin Heidelberg, Berlin, Heidelberg, 2022.'
date_created: 2022-12-05T12:45:43Z
date_updated: 2022-12-05T12:51:19Z
department:
- _id: '563'
doi: 10.1007/978-3-662-58014-1_3
language:
- iso: eng
place: Berlin, Heidelberg
publication: Gestaltung digitalisierter Arbeitswelten
publication_identifier:
  isbn:
  - '9783662580134'
  - '9783662580141'
  issn:
  - 2523-3637
  - 2523-3645
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: Transfer von Arbeit 4.0-Anwendungsszenarien
type: book_chapter
user_id: '15782'
year: '2022'
...
---
_id: '34194'
author:
- first_name: Jonathan
  full_name: Brock, Jonathan
  last_name: Brock
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
citation:
  ama: 'Brock J, von Enzberg S, Kühn A, Dumitrescu R. Nutzung von Process Mining in
    RPA-Projekten. In: <i>Praxishandbuch Robotic Process Automation (RPA)</i>. Springer
    Fachmedien Wiesbaden; 2022. doi:<a href="https://doi.org/10.1007/978-3-658-38379-4_5">10.1007/978-3-658-38379-4_5</a>'
  apa: Brock, J., von Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2022). Nutzung
    von Process Mining in RPA-Projekten. In <i>Praxishandbuch Robotic Process Automation
    (RPA)</i>. Springer Fachmedien Wiesbaden. <a href="https://doi.org/10.1007/978-3-658-38379-4_5">https://doi.org/10.1007/978-3-658-38379-4_5</a>
  bibtex: '@inbook{Brock_von Enzberg_Kühn_Dumitrescu_2022, place={Wiesbaden}, title={Nutzung
    von Process Mining in RPA-Projekten}, DOI={<a href="https://doi.org/10.1007/978-3-658-38379-4_5">10.1007/978-3-658-38379-4_5</a>},
    booktitle={Praxishandbuch Robotic Process Automation (RPA)}, publisher={Springer
    Fachmedien Wiesbaden}, author={Brock, Jonathan and von Enzberg, Sebastian and
    Kühn, Arno and Dumitrescu, Roman}, year={2022} }'
  chicago: 'Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu.
    “Nutzung von Process Mining in RPA-Projekten.” In <i>Praxishandbuch Robotic Process
    Automation (RPA)</i>. Wiesbaden: Springer Fachmedien Wiesbaden, 2022. <a href="https://doi.org/10.1007/978-3-658-38379-4_5">https://doi.org/10.1007/978-3-658-38379-4_5</a>.'
  ieee: 'J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Nutzung von Process
    Mining in RPA-Projekten,” in <i>Praxishandbuch Robotic Process Automation (RPA)</i>,
    Wiesbaden: Springer Fachmedien Wiesbaden, 2022.'
  mla: Brock, Jonathan, et al. “Nutzung von Process Mining in RPA-Projekten.” <i>Praxishandbuch
    Robotic Process Automation (RPA)</i>, Springer Fachmedien Wiesbaden, 2022, doi:<a
    href="https://doi.org/10.1007/978-3-658-38379-4_5">10.1007/978-3-658-38379-4_5</a>.
  short: 'J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, in: Praxishandbuch Robotic
    Process Automation (RPA), Springer Fachmedien Wiesbaden, Wiesbaden, 2022.'
date_created: 2022-12-05T12:46:26Z
date_updated: 2022-12-05T12:51:14Z
department:
- _id: '563'
doi: 10.1007/978-3-658-38379-4_5
language:
- iso: eng
place: Wiesbaden
publication: Praxishandbuch Robotic Process Automation (RPA)
publication_identifier:
  isbn:
  - '9783658383787'
  - '9783658383794'
publication_status: published
publisher: Springer Fachmedien Wiesbaden
status: public
title: Nutzung von Process Mining in RPA-Projekten
type: book_chapter
user_id: '15782'
year: '2022'
...
---
_id: '34292'
author:
- first_name: Dennis
  full_name: Wolters, Dennis
  id: '11308'
  last_name: Wolters
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Wolters D, Engels G. Towards Situational Process Management for Professional
    Education Programmes. In: Taibi D, Kuhrmann M, Mikkonen T, Klünder J, Abrahamsson
    P, eds. <i>Product-Focused Software Process Improvement</i>. Vol 13709. Lecture
    Notes in Computer Science. Springer International Publishing; 2022:235-242. doi:<a
    href="https://doi.org/10.1007/978-3-031-21388-5_16">10.1007/978-3-031-21388-5_16</a>'
  apa: Wolters, D., &#38; Engels, G. (2022). Towards Situational Process Management
    for Professional Education Programmes. In D. Taibi, M. Kuhrmann, T. Mikkonen,
    J. Klünder, &#38; P. Abrahamsson (Eds.), <i>Product-Focused Software Process Improvement</i>
    (Vol. 13709, pp. 235–242). Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-21388-5_16">https://doi.org/10.1007/978-3-031-21388-5_16</a>
  bibtex: '@inbook{Wolters_Engels_2022, place={Cham}, series={Lecture Notes in Computer
    Science}, title={Towards Situational Process Management for Professional Education
    Programmes}, volume={13709}, DOI={<a href="https://doi.org/10.1007/978-3-031-21388-5_16">10.1007/978-3-031-21388-5_16</a>},
    booktitle={Product-Focused Software Process Improvement}, publisher={Springer
    International Publishing}, author={Wolters, Dennis and Engels, Gregor}, editor={Taibi,
    Davide and Kuhrmann, Marco and Mikkonen, Tommi and Klünder, Jil and Abrahamsson,
    Pekka}, year={2022}, pages={235–242}, collection={Lecture Notes in Computer Science}
    }'
  chicago: 'Wolters, Dennis, and Gregor Engels. “Towards Situational Process Management
    for Professional Education Programmes.” In <i>Product-Focused Software Process
    Improvement</i>, edited by Davide Taibi, Marco Kuhrmann, Tommi Mikkonen, Jil Klünder,
    and Pekka Abrahamsson, 13709:235–42. Lecture Notes in Computer Science. Cham:
    Springer International Publishing, 2022. <a href="https://doi.org/10.1007/978-3-031-21388-5_16">https://doi.org/10.1007/978-3-031-21388-5_16</a>.'
  ieee: 'D. Wolters and G. Engels, “Towards Situational Process Management for Professional
    Education Programmes,” in <i>Product-Focused Software Process Improvement</i>,
    vol. 13709, D. Taibi, M. Kuhrmann, T. Mikkonen, J. Klünder, and P. Abrahamsson,
    Eds. Cham: Springer International Publishing, 2022, pp. 235–242.'
  mla: Wolters, Dennis, and Gregor Engels. “Towards Situational Process Management
    for Professional Education Programmes.” <i>Product-Focused Software Process Improvement</i>,
    edited by Davide Taibi et al., vol. 13709, Springer International Publishing,
    2022, pp. 235–42, doi:<a href="https://doi.org/10.1007/978-3-031-21388-5_16">10.1007/978-3-031-21388-5_16</a>.
  short: 'D. Wolters, G. Engels, in: D. Taibi, M. Kuhrmann, T. Mikkonen, J. Klünder,
    P. Abrahamsson (Eds.), Product-Focused Software Process Improvement, Springer
    International Publishing, Cham, 2022, pp. 235–242.'
date_created: 2022-12-08T19:23:46Z
date_updated: 2022-12-17T19:00:40Z
department:
- _id: '66'
doi: 10.1007/978-3-031-21388-5_16
editor:
- first_name: Davide
  full_name: Taibi, Davide
  last_name: Taibi
- first_name: Marco
  full_name: Kuhrmann, Marco
  last_name: Kuhrmann
- first_name: Tommi
  full_name: Mikkonen, Tommi
  last_name: Mikkonen
- first_name: Jil
  full_name: Klünder, Jil
  last_name: Klünder
- first_name: Pekka
  full_name: Abrahamsson, Pekka
  last_name: Abrahamsson
intvolume: '     13709'
language:
- iso: eng
page: 235-242
place: Cham
publication: Product-Focused Software Process Improvement
publication_identifier:
  isbn:
  - '9783031213878'
  - '9783031213885'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: Towards Situational Process Management for Professional Education Programmes
type: book_chapter
user_id: '11308'
volume: 13709
year: '2022'
...
---
_id: '29220'
abstract:
- lang: eng
  text: "Modern services often comprise several components, such as chained virtual
    network functions, microservices, or\r\nmachine learning functions. Providing
    such services requires to decide how often to instantiate each component, where
    to place these instances in the network, how to chain them and route traffic through
    them. \r\nTo overcome limitations of conventional, hardwired heuristics, deep
    reinforcement learning (DRL) approaches for self-learning network and service
    management have emerged recently. These model-free DRL approaches are more flexible
    but typically learn tabula rasa, i.e., disregard existing understanding of networks,
    services, and their coordination. \r\n\r\nInstead, we propose FutureCoord, a novel
    model-based AI approach that leverages existing understanding of networks and
    services for more efficient and effective coordination without time-intensive
    training. FutureCoord combines Monte Carlo Tree Search with a stochastic traffic
    model. This allows FutureCoord to estimate the impact of future incoming traffic
    and effectively optimize long-term effects, taking fluctuating demand and Quality
    of Service (QoS) requirements into account. Our extensive evaluation based on
    real-world network topologies, services, and traffic traces indicates that FutureCoord
    clearly outperforms state-of-the-art model-free and model-based approaches with
    up to 51% higher flow success ratios."
author:
- first_name: Stefan
  full_name: Werner, Stefan
  last_name: Werner
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Werner S, Schneider SB, Karl H. Use What You Know: Network and Service Coordination
    Beyond Certainty. In: <i>IEEE/IFIP Network Operations and Management Symposium
    (NOMS)</i>. IEEE; 2022.'
  apa: 'Werner, S., Schneider, S. B., &#38; Karl, H. (2022). Use What You Know: Network
    and Service Coordination Beyond Certainty. <i>IEEE/IFIP Network Operations and
    Management Symposium (NOMS)</i>. IEEE/IFIP Network Operations and Management Symposium
    (NOMS), Budapest.'
  bibtex: '@inproceedings{Werner_Schneider_Karl_2022, title={Use What You Know: Network
    and Service Coordination Beyond Certainty}, booktitle={IEEE/IFIP Network Operations
    and Management Symposium (NOMS)}, publisher={IEEE}, author={Werner, Stefan and
    Schneider, Stefan Balthasar and Karl, Holger}, year={2022} }'
  chicago: 'Werner, Stefan, Stefan Balthasar Schneider, and Holger Karl. “Use What
    You Know: Network and Service Coordination Beyond Certainty.” In <i>IEEE/IFIP
    Network Operations and Management Symposium (NOMS)</i>. IEEE, 2022.'
  ieee: 'S. Werner, S. B. Schneider, and H. Karl, “Use What You Know: Network and
    Service Coordination Beyond Certainty,” presented at the IEEE/IFIP Network Operations
    and Management Symposium (NOMS), Budapest, 2022.'
  mla: 'Werner, Stefan, et al. “Use What You Know: Network and Service Coordination
    Beyond Certainty.” <i>IEEE/IFIP Network Operations and Management Symposium (NOMS)</i>,
    IEEE, 2022.'
  short: 'S. Werner, S.B. Schneider, H. Karl, in: IEEE/IFIP Network Operations and
    Management Symposium (NOMS), IEEE, 2022.'
conference:
  end_date: 2022-04-29
  location: Budapest
  name: IEEE/IFIP Network Operations and Management Symposium (NOMS)
  start_date: 2022-04-25
date_created: 2022-01-11T08:43:26Z
date_updated: 2022-01-11T08:44:04Z
ddc:
- '004'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2022-01-11T08:39:57Z
  date_updated: 2022-01-11T08:39:57Z
  file_id: '29222'
  file_name: author_version.pdf
  file_size: 528653
  relation: main_file
file_date_updated: 2022-01-11T08:39:57Z
has_accepted_license: '1'
keyword:
- network management
- service management
- AI
- Monte Carlo Tree Search
- model-based
- QoS
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
publication: IEEE/IFIP Network Operations and Management Symposium (NOMS)
publisher: IEEE
quality_controlled: '1'
status: public
title: 'Use What You Know: Network and Service Coordination Beyond Certainty'
type: conference
user_id: '35343'
year: '2022'
...
---
_id: '27776'
article_number: '121329'
author:
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Anja
  full_name: Rasor, Anja
  id: '34415'
  last_name: Rasor
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  id: '163'
  last_name: Gausemeier
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Nadia
  full_name: Chohan, Nadia
  last_name: Chohan
- first_name: Maximilian
  full_name: Frank, Maximilian
  id: '38255'
  last_name: Frank
citation:
  ama: Koldewey C, Rasor A, Reinhold J, et al. Aligning strategic position, behavior,
    and structure for smart service businesses in manufacturing. <i>Technological
    Forecasting and Social Change</i>. Published online 2022. doi:<a href="https://doi.org/10.1016/j.techfore.2021.121329">10.1016/j.techfore.2021.121329</a>
  apa: Koldewey, C., Rasor, A., Reinhold, J., Gausemeier, J., Dumitrescu, R., Chohan,
    N., &#38; Frank, M. (2022). Aligning strategic position, behavior, and structure
    for smart service businesses in manufacturing. <i>Technological Forecasting and
    Social Change</i>, Article 121329. <a href="https://doi.org/10.1016/j.techfore.2021.121329">https://doi.org/10.1016/j.techfore.2021.121329</a>
  bibtex: '@article{Koldewey_Rasor_Reinhold_Gausemeier_Dumitrescu_Chohan_Frank_2022,
    title={Aligning strategic position, behavior, and structure for smart service
    businesses in manufacturing}, DOI={<a href="https://doi.org/10.1016/j.techfore.2021.121329">10.1016/j.techfore.2021.121329</a>},
    number={121329}, journal={Technological Forecasting and Social Change}, publisher={Elsevier},
    author={Koldewey, Christian and Rasor, Anja and Reinhold, Jannik and Gausemeier,
    Jürgen and Dumitrescu, Roman and Chohan, Nadia and Frank, Maximilian}, year={2022}
    }'
  chicago: Koldewey, Christian, Anja Rasor, Jannik Reinhold, Jürgen Gausemeier, Roman
    Dumitrescu, Nadia Chohan, and Maximilian Frank. “Aligning Strategic Position,
    Behavior, and Structure for Smart Service Businesses in Manufacturing.” <i>Technological
    Forecasting and Social Change</i>, 2022. <a href="https://doi.org/10.1016/j.techfore.2021.121329">https://doi.org/10.1016/j.techfore.2021.121329</a>.
  ieee: 'C. Koldewey <i>et al.</i>, “Aligning strategic position, behavior, and structure
    for smart service businesses in manufacturing,” <i>Technological Forecasting and
    Social Change</i>, Art. no. 121329, 2022, doi: <a href="https://doi.org/10.1016/j.techfore.2021.121329">10.1016/j.techfore.2021.121329</a>.'
  mla: Koldewey, Christian, et al. “Aligning Strategic Position, Behavior, and Structure
    for Smart Service Businesses in Manufacturing.” <i>Technological Forecasting and
    Social Change</i>, 121329, Elsevier, 2022, doi:<a href="https://doi.org/10.1016/j.techfore.2021.121329">10.1016/j.techfore.2021.121329</a>.
  short: C. Koldewey, A. Rasor, J. Reinhold, J. Gausemeier, R. Dumitrescu, N. Chohan,
    M. Frank, Technological Forecasting and Social Change (2022).
date_created: 2021-11-24T09:52:18Z
date_updated: 2022-01-25T08:52:39Z
department:
- _id: '563'
doi: 10.1016/j.techfore.2021.121329
language:
- iso: eng
publication: Technological Forecasting and Social Change
publication_identifier:
  issn:
  - 0040-1625
publication_status: published
publisher: Elsevier
status: public
title: Aligning strategic position, behavior, and structure for smart service businesses
  in manufacturing
type: journal_article
user_id: '15782'
year: '2022'
...
---
_id: '29541'
author:
- first_name: Christian
  full_name: Lienen, Christian
  id: '60323'
  last_name: Lienen
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Lienen C, Platzner M. ReconROS Executor: Event-Driven Programming of FPGA-accelerated
    ROS 2 Applications. Published online 2022.'
  apa: 'Lienen, C., &#38; Platzner, M. (2022). <i>ReconROS Executor: Event-Driven
    Programming of FPGA-accelerated ROS 2 Applications</i>.'
  bibtex: '@article{Lienen_Platzner_2022, title={ReconROS Executor: Event-Driven Programming
    of FPGA-accelerated ROS 2 Applications}, author={Lienen, Christian and Platzner,
    Marco}, year={2022} }'
  chicago: 'Lienen, Christian, and Marco Platzner. “ReconROS Executor: Event-Driven
    Programming of FPGA-Accelerated ROS 2 Applications,” 2022.'
  ieee: 'C. Lienen and M. Platzner, “ReconROS Executor: Event-Driven Programming of
    FPGA-accelerated ROS 2 Applications.” 2022.'
  mla: 'Lienen, Christian, and Marco Platzner. <i>ReconROS Executor: Event-Driven
    Programming of FPGA-Accelerated ROS 2 Applications</i>. 2022.'
  short: C. Lienen, M. Platzner, (2022).
date_created: 2022-01-26T08:52:20Z
date_updated: 2022-01-28T08:30:16Z
department:
- _id: '78'
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/abs/2201.07454
status: public
title: 'ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications'
type: preprint
user_id: '60323'
year: '2022'
...
---
_id: '29763'
abstract:
- lang: eng
  text: "Modern-day communication has become more and more digital. While this comes
    with many advantages such as a more efficient economy, it has also created more
    and more opportunities for various adversaries to manipulate communication or
    eavesdrop on it. The Snowden revelations in 2013 further highlighted the seriousness
    of these threats. To protect the communication of people, companies, and states
    from such threats, we require cryptography with strong security guarantees.\r\nDifferent
    applications may require different security properties from cryptographic schemes.
    For most applications, however, so-called adaptive security is considered a reasonable
    minimal requirement of security. Cryptographic schemes with adaptive security
    remain secure in the presence of an adversary that can corrupt communication partners
    to respond to messages of the adversaries choice, while the adversary may choose
    the messages based on previously observed interactions.\r\nWhile cryptography
    is associated the most with encryption, this is only one of many primitives that
    are essential for the security of digital interactions. This thesis presents novel
    identity-based encryption (IBE) schemes and verifiable random functions (VRFs)
    that achieve adaptive security as outlined above. Moreover, the cryptographic
    schemes presented in this thesis are proven secure in the standard model. That
    is without making use of idealized models like the random oracle model."
author:
- first_name: David
  full_name: Niehues, David
  id: '36113'
  last_name: Niehues
citation:
  ama: Niehues D. <i>More Efficient Techniques for Adaptively-Secure Cryptography</i>.;
    2022. doi:<a href="https://doi.org/10.25926/rdtq-jw45">10.25926/rdtq-jw45</a>
  apa: Niehues, D. (2022). <i>More Efficient Techniques for Adaptively-Secure Cryptography</i>.
    <a href="https://doi.org/10.25926/rdtq-jw45">https://doi.org/10.25926/rdtq-jw45</a>
  bibtex: '@book{Niehues_2022, title={More Efficient Techniques for Adaptively-Secure
    Cryptography}, DOI={<a href="https://doi.org/10.25926/rdtq-jw45">10.25926/rdtq-jw45</a>},
    author={Niehues, David}, year={2022} }'
  chicago: Niehues, David. <i>More Efficient Techniques for Adaptively-Secure Cryptography</i>,
    2022. <a href="https://doi.org/10.25926/rdtq-jw45">https://doi.org/10.25926/rdtq-jw45</a>.
  ieee: D. Niehues, <i>More Efficient Techniques for Adaptively-Secure Cryptography</i>.
    2022.
  mla: Niehues, David. <i>More Efficient Techniques for Adaptively-Secure Cryptography</i>.
    2022, doi:<a href="https://doi.org/10.25926/rdtq-jw45">10.25926/rdtq-jw45</a>.
  short: D. Niehues, More Efficient Techniques for Adaptively-Secure Cryptography,
    2022.
date_created: 2022-02-07T13:29:07Z
date_updated: 2022-02-07T13:32:28Z
ddc:
- '000'
department:
- _id: '558'
doi: 10.25926/rdtq-jw45
file:
- access_level: closed
  content_type: application/pdf
  creator: davnie
  date_created: 2022-02-07T13:26:05Z
  date_updated: 2022-02-07T13:26:05Z
  file_id: '29764'
  file_name: de2107.pdf
  file_size: 1542089
  relation: main_file
  success: 1
file_date_updated: 2022-02-07T13:26:05Z
has_accepted_license: '1'
keyword:
- public-key cryptography
- lattices
- pairings
- verifiable random functions
- identity-based encryption
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nd/4.0/
main_file_link:
- open_access: '1'
  url: https://elpub.bib.uni-wuppertal.de/servlets/DerivateServlet/Derivate-14686/de2107.pdf
oa: '1'
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
  name: 'SFB 901 - C1: SFB 901 - Subproject C1'
publication_status: published
status: public
supervisor:
- first_name: Tibor
  full_name: Jager, Tibor
  id: '64669'
  last_name: Jager
- first_name: Anja
  full_name: Lehmann, Anja
  last_name: Lehmann
title: More Efficient Techniques for Adaptively-Secure Cryptography
type: dissertation
user_id: '36113'
year: '2022'
...
---
_id: '31068'
author:
- first_name: Mei-Hua
  full_name: Chen, Mei-Hua
  last_name: Chen
- first_name: Garima
  full_name: Mudgal, Garima
  last_name: Mudgal
- first_name: Wei-Fan
  full_name: Chen, Wei-Fan
  id: '82920'
  last_name: Chen
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
citation:
  ama: 'Chen M-H, Mudgal G, Chen W-F, Wachsmuth H. Investigating the argumentation
    structures of EFL learners from diverse language backgrounds. In: <i>EUROCALL</i>.
    ; 2022.'
  apa: Chen, M.-H., Mudgal, G., Chen, W.-F., &#38; Wachsmuth, H. (2022). Investigating
    the argumentation structures of EFL learners from diverse language backgrounds.
    <i>EUROCALL</i>.
  bibtex: '@inproceedings{Chen_Mudgal_Chen_Wachsmuth_2022, title={Investigating the
    argumentation structures of EFL learners from diverse language backgrounds}, booktitle={EUROCALL},
    author={Chen, Mei-Hua and Mudgal, Garima and Chen, Wei-Fan and Wachsmuth, Henning},
    year={2022} }'
  chicago: Chen, Mei-Hua, Garima Mudgal, Wei-Fan Chen, and Henning Wachsmuth. “Investigating
    the Argumentation Structures of EFL Learners from Diverse Language Backgrounds.”
    In <i>EUROCALL</i>, 2022.
  ieee: M.-H. Chen, G. Mudgal, W.-F. Chen, and H. Wachsmuth, “Investigating the argumentation
    structures of EFL learners from diverse language backgrounds,” 2022.
  mla: Chen, Mei-Hua, et al. “Investigating the Argumentation Structures of EFL Learners
    from Diverse Language Backgrounds.” <i>EUROCALL</i>, 2022.
  short: 'M.-H. Chen, G. Mudgal, W.-F. Chen, H. Wachsmuth, in: EUROCALL, 2022.'
date_created: 2022-05-05T07:50:21Z
date_updated: 2022-05-09T14:58:39Z
department:
- _id: '600'
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '9'
  name: 'SFB 901 - B1: SFB 901 - Subproject B1'
publication: EUROCALL
status: public
title: Investigating the argumentation structures of EFL learners from diverse language
  backgrounds
type: conference_abstract
user_id: '82920'
year: '2022'
...
---
_id: '31479'
author:
- first_name: Surender
  full_name: Baswana, Surender
  last_name: Baswana
- first_name: Shiv
  full_name: Gupta, Shiv
  last_name: Gupta
- first_name: Till
  full_name: Knollmann, Till
  id: '39241'
  last_name: Knollmann
  orcid: 0000-0003-2014-4696
citation:
  ama: Baswana S, Gupta S, Knollmann T. Mincut Sensitivity Data Structures for the
    Insertion of an Edge. <i>Algorithmica</i>. Published online 2022. doi:<a href="https://doi.org/10.1007/s00453-022-00978-0">10.1007/s00453-022-00978-0</a>
  apa: Baswana, S., Gupta, S., &#38; Knollmann, T. (2022). Mincut Sensitivity Data
    Structures for the Insertion of an Edge. <i>Algorithmica</i>. <a href="https://doi.org/10.1007/s00453-022-00978-0">https://doi.org/10.1007/s00453-022-00978-0</a>
  bibtex: '@article{Baswana_Gupta_Knollmann_2022, title={Mincut Sensitivity Data Structures
    for the Insertion of an Edge}, DOI={<a href="https://doi.org/10.1007/s00453-022-00978-0">10.1007/s00453-022-00978-0</a>},
    journal={Algorithmica}, publisher={Springer Science and Business Media LLC}, author={Baswana,
    Surender and Gupta, Shiv and Knollmann, Till}, year={2022} }'
  chicago: Baswana, Surender, Shiv Gupta, and Till Knollmann. “Mincut Sensitivity
    Data Structures for the Insertion of an Edge.” <i>Algorithmica</i>, 2022. <a href="https://doi.org/10.1007/s00453-022-00978-0">https://doi.org/10.1007/s00453-022-00978-0</a>.
  ieee: 'S. Baswana, S. Gupta, and T. Knollmann, “Mincut Sensitivity Data Structures
    for the Insertion of an Edge,” <i>Algorithmica</i>, 2022, doi: <a href="https://doi.org/10.1007/s00453-022-00978-0">10.1007/s00453-022-00978-0</a>.'
  mla: Baswana, Surender, et al. “Mincut Sensitivity Data Structures for the Insertion
    of an Edge.” <i>Algorithmica</i>, Springer Science and Business Media LLC, 2022,
    doi:<a href="https://doi.org/10.1007/s00453-022-00978-0">10.1007/s00453-022-00978-0</a>.
  short: S. Baswana, S. Gupta, T. Knollmann, Algorithmica (2022).
date_created: 2022-05-27T10:09:24Z
date_updated: 2022-05-27T10:14:27Z
department:
- _id: '63'
doi: 10.1007/s00453-022-00978-0
genbank:
- tillk
keyword:
- Applied Mathematics
- Computer Science Applications
- General Computer Science
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
  name: 'SFB 901 - A1: SFB 901 - Subproject A1'
publication: Algorithmica
publication_identifier:
  issn:
  - 0178-4617
  - 1432-0541
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Mincut Sensitivity Data Structures for the Insertion of an Edge
type: journal_article
user_id: '39241'
year: '2022'
...
---
_id: '32792'
abstract:
- lang: eng
  text: Decision makers in complex business environments have different goals and
    constraints and therefore require tailored decision support systems (DSS). Following
    a low-code approach, a tailored DSS can be created by a decision maker as a process-based
    composition of existing, interoperable decision support services. Data incompatibilities
    may be introduced during the design or execution of such a process-driven DSS,
    e.g., when a service always generates or a decision maker selects data which violates
    a data constraint of a subsequent service. These incompatibilities cause interrupted
    or erroneous decision processes. In this paper, we contribute an approach which
    enables the detection of data incompatibilities in process-driven DSS during process
    design and execution. Our approach utilizes the JSON Schema specification to define
    service interfaces and associated type constraints which data produced by services
    or decision makers can be validated against. We demonstrate our approach in the
    context of decision support for energy network planning using a prototypical open-source
    implementation.
author:
- first_name: Jonas
  full_name: Kirchhoff, Jonas
  id: '39928'
  last_name: Kirchhoff
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Kirchhoff J, Gottschalk S, Engels G. Detecting Data Incompatibilities in Process-Driven
    Decision Support Systems. In: <i>Lecture Notes in Business Information Processing</i>.
    Springer International Publishing; 2022. doi:<a href="https://doi.org/10.1007/978-3-031-11510-3_6">10.1007/978-3-031-11510-3_6</a>'
  apa: Kirchhoff, J., Gottschalk, S., &#38; Engels, G. (2022). Detecting Data Incompatibilities
    in Process-Driven Decision Support Systems. In <i>Lecture Notes in Business Information
    Processing</i>. Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-11510-3_6">https://doi.org/10.1007/978-3-031-11510-3_6</a>
  bibtex: '@inbook{Kirchhoff_Gottschalk_Engels_2022, place={Cham}, title={Detecting
    Data Incompatibilities in Process-Driven Decision Support Systems}, DOI={<a href="https://doi.org/10.1007/978-3-031-11510-3_6">10.1007/978-3-031-11510-3_6</a>},
    booktitle={Lecture Notes in Business Information Processing}, publisher={Springer
    International Publishing}, author={Kirchhoff, Jonas and Gottschalk, Sebastian
    and Engels, Gregor}, year={2022} }'
  chicago: 'Kirchhoff, Jonas, Sebastian Gottschalk, and Gregor Engels. “Detecting
    Data Incompatibilities in Process-Driven Decision Support Systems.” In <i>Lecture
    Notes in Business Information Processing</i>. Cham: Springer International Publishing,
    2022. <a href="https://doi.org/10.1007/978-3-031-11510-3_6">https://doi.org/10.1007/978-3-031-11510-3_6</a>.'
  ieee: 'J. Kirchhoff, S. Gottschalk, and G. Engels, “Detecting Data Incompatibilities
    in Process-Driven Decision Support Systems,” in <i>Lecture Notes in Business Information
    Processing</i>, Cham: Springer International Publishing, 2022.'
  mla: Kirchhoff, Jonas, et al. “Detecting Data Incompatibilities in Process-Driven
    Decision Support Systems.” <i>Lecture Notes in Business Information Processing</i>,
    Springer International Publishing, 2022, doi:<a href="https://doi.org/10.1007/978-3-031-11510-3_6">10.1007/978-3-031-11510-3_6</a>.
  short: 'J. Kirchhoff, S. Gottschalk, G. Engels, in: Lecture Notes in Business Information
    Processing, Springer International Publishing, Cham, 2022.'
date_created: 2022-08-10T13:18:30Z
date_updated: 2022-08-10T13:21:34Z
department:
- _id: '534'
- _id: '66'
doi: 10.1007/978-3-031-11510-3_6
language:
- iso: eng
place: Cham
publication: Lecture Notes in Business Information Processing
publication_identifier:
  isbn:
  - '9783031115097'
  - '9783031115103'
  issn:
  - 1865-1348
  - 1865-1356
publication_status: published
publisher: Springer International Publishing
status: public
title: Detecting Data Incompatibilities in Process-Driven Decision Support Systems
type: book_chapter
user_id: '39928'
year: '2022'
...
---
_id: '33033'
author:
- first_name: Lukas
  full_name: Fehring, Lukas
  id: '75695'
  last_name: Fehring
citation:
  ama: Fehring L. <i>Combined Ranking and Regression Trees for Algorithm Selection</i>.;
    2022.
  apa: Fehring, L. (2022). <i>Combined Ranking and Regression Trees for Algorithm
    Selection</i>.
  bibtex: '@book{Fehring_2022, place={Paderborn}, title={Combined Ranking and Regression
    Trees for Algorithm Selection}, author={Fehring, Lukas}, year={2022} }'
  chicago: Fehring, Lukas. <i>Combined Ranking and Regression Trees for Algorithm
    Selection</i>. Paderborn, 2022.
  ieee: L. Fehring, <i>Combined Ranking and Regression Trees for Algorithm Selection</i>.
    Paderborn, 2022.
  mla: Fehring, Lukas. <i>Combined Ranking and Regression Trees for Algorithm Selection</i>.
    2022.
  short: L. Fehring, Combined Ranking and Regression Trees for Algorithm Selection,
    Paderborn, 2022.
date_created: 2022-08-19T09:41:14Z
date_updated: 2022-08-20T07:02:04Z
ddc:
- '006'
department:
- _id: '34'
- _id: '7'
- _id: '26'
file:
- access_level: open_access
  content_type: application/pdf
  creator: ahetzer
  date_created: 2022-08-19T09:39:57Z
  date_updated: 2022-08-19T09:39:57Z
  file_id: '33034'
  file_name: Final Bachelor Thesis.pdf
  file_size: 24830795
  relation: main_file
file_date_updated: 2022-08-19T09:39:57Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Paderborn
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
status: public
title: Combined Ranking and Regression Trees for Algorithm Selection
type: bachelorsthesis
user_id: '38209'
year: '2022'
...
---
_id: '30867'
abstract:
- lang: eng
  text: "In online algorithm selection (OAS), instances of an algorithmic problem\r\nclass
    are presented to an agent one after another, and the agent has to quickly\r\nselect
    a presumably best algorithm from a fixed set of candidate algorithms.\r\nFor decision
    problems such as satisfiability (SAT), quality typically refers to\r\nthe algorithm's
    runtime. As the latter is known to exhibit a heavy-tail\r\ndistribution, an algorithm
    is normally stopped when exceeding a predefined\r\nupper time limit. As a consequence,
    machine learning methods used to optimize\r\nan algorithm selection strategy in
    a data-driven manner need to deal with\r\nright-censored samples, a problem that
    has received little attention in the\r\nliterature so far. In this work, we revisit
    multi-armed bandit algorithms for\r\nOAS and discuss their capability of dealing
    with the problem. Moreover, we\r\nadapt them towards runtime-oriented losses,
    allowing for partially censored\r\ndata while keeping a space- and time-complexity
    independent of the time\r\nhorizon. In an extensive experimental evaluation on
    an adapted version of the\r\nASlib benchmark, we demonstrate that theoretically
    well-founded methods based\r\non Thompson sampling perform specifically strong
    and improve in comparison to\r\nexisting methods."
author:
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Viktor
  full_name: Bengs, Viktor
  id: '76599'
  last_name: Bengs
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Tornede A, Bengs V, Hüllermeier E. Machine Learning for Online Algorithm Selection
    under Censored Feedback. <i>Proceedings of the 36th AAAI Conference on Artificial
    Intelligence</i>. Published online 2022.
  apa: Tornede, A., Bengs, V., &#38; Hüllermeier, E. (2022). Machine Learning for
    Online Algorithm Selection under Censored Feedback. In <i>Proceedings of the 36th
    AAAI Conference on Artificial Intelligence</i>. AAAI.
  bibtex: '@article{Tornede_Bengs_Hüllermeier_2022, title={Machine Learning for Online
    Algorithm Selection under Censored Feedback}, journal={Proceedings of the 36th
    AAAI Conference on Artificial Intelligence}, publisher={AAAI}, author={Tornede,
    Alexander and Bengs, Viktor and Hüllermeier, Eyke}, year={2022} }'
  chicago: Tornede, Alexander, Viktor Bengs, and Eyke Hüllermeier. “Machine Learning
    for Online Algorithm Selection under Censored Feedback.” <i>Proceedings of the
    36th AAAI Conference on Artificial Intelligence</i>. AAAI, 2022.
  ieee: A. Tornede, V. Bengs, and E. Hüllermeier, “Machine Learning for Online Algorithm
    Selection under Censored Feedback,” <i>Proceedings of the 36th AAAI Conference
    on Artificial Intelligence</i>. AAAI, 2022.
  mla: Tornede, Alexander, et al. “Machine Learning for Online Algorithm Selection
    under Censored Feedback.” <i>Proceedings of the 36th AAAI Conference on Artificial
    Intelligence</i>, AAAI, 2022.
  short: A. Tornede, V. Bengs, E. Hüllermeier, Proceedings of the 36th AAAI Conference
    on Artificial Intelligence (2022).
date_created: 2022-04-12T11:58:56Z
date_updated: 2022-08-24T12:44:27Z
department:
- _id: '34'
- _id: '7'
- _id: '26'
external_id:
  arxiv:
  - '2109.06234'
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
publication: Proceedings of the 36th AAAI Conference on Artificial Intelligence
publisher: AAAI
status: public
title: Machine Learning for Online Algorithm Selection under Censored Feedback
type: preprint
user_id: '38209'
year: '2022'
...
---
_id: '30865'
abstract:
- lang: eng
  text: "The problem of selecting an algorithm that appears most suitable for a\r\nspecific
    instance of an algorithmic problem class, such as the Boolean\r\nsatisfiability
    problem, is called instance-specific algorithm selection. Over\r\nthe past decade,
    the problem has received considerable attention, resulting in\r\na number of different
    methods for algorithm selection. Although most of these\r\nmethods are based on
    machine learning, surprisingly little work has been done\r\non meta learning,
    that is, on taking advantage of the complementarity of\r\nexisting algorithm selection
    methods in order to combine them into a single\r\nsuperior algorithm selector.
    In this paper, we introduce the problem of meta\r\nalgorithm selection, which
    essentially asks for the best way to combine a given\r\nset of algorithm selectors.
    We present a general methodological framework for\r\nmeta algorithm selection
    as well as several concrete learning methods as\r\ninstantiations of this framework,
    essentially combining ideas of meta learning\r\nand ensemble learning. In an extensive
    experimental evaluation, we demonstrate\r\nthat ensembles of algorithm selectors
    can significantly outperform single\r\nalgorithm selectors and have the potential
    to form the new state of the art in\r\nalgorithm selection."
author:
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Lukas
  full_name: Gehring, Lukas
  last_name: Gehring
- first_name: Tanja
  full_name: Tornede, Tanja
  id: '40795'
  last_name: Tornede
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Tornede A, Gehring L, Tornede T, Wever MD, Hüllermeier E. Algorithm Selection
    on a Meta Level. <i>Machine Learning</i>. Published online 2022.
  apa: Tornede, A., Gehring, L., Tornede, T., Wever, M. D., &#38; Hüllermeier, E.
    (2022). Algorithm Selection on a Meta Level. In <i>Machine Learning</i>.
  bibtex: '@article{Tornede_Gehring_Tornede_Wever_Hüllermeier_2022, title={Algorithm
    Selection on a Meta Level}, journal={Machine Learning}, author={Tornede, Alexander
    and Gehring, Lukas and Tornede, Tanja and Wever, Marcel Dominik and Hüllermeier,
    Eyke}, year={2022} }'
  chicago: Tornede, Alexander, Lukas Gehring, Tanja Tornede, Marcel Dominik Wever,
    and Eyke Hüllermeier. “Algorithm Selection on a Meta Level.” <i>Machine Learning</i>,
    2022.
  ieee: A. Tornede, L. Gehring, T. Tornede, M. D. Wever, and E. Hüllermeier, “Algorithm
    Selection on a Meta Level,” <i>Machine Learning</i>. 2022.
  mla: Tornede, Alexander, et al. “Algorithm Selection on a Meta Level.” <i>Machine
    Learning</i>, 2022.
  short: A. Tornede, L. Gehring, T. Tornede, M.D. Wever, E. Hüllermeier, Machine Learning
    (2022).
date_created: 2022-04-12T11:55:18Z
date_updated: 2022-08-24T12:45:39Z
department:
- _id: '34'
- _id: '7'
- _id: '26'
external_id:
  arxiv:
  - '2107.09414'
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
publication: Machine Learning
status: public
title: Algorithm Selection on a Meta Level
type: preprint
user_id: '38209'
year: '2022'
...
---
_id: '33150'
abstract:
- lang: eng
  text: In this article, we build on previous work to present an optimization algorithm
    for nonlinearly constrained multi-objective optimization problems. The algorithm
    combines a surrogate-assisted derivative-free trust-region approach with the filter
    method known from single-objective optimization. Instead of the true objective
    and constraint functions, so-called fully linear models are employed and we show
    how to deal with the gradient inexactness in the composite step setting, adapted
    from single-objective optimization as well. Under standard assumptions, we prove
    convergence of a subset of iterates to a quasi-stationary point and if constraint
    qualifications hold, then the limit point is also a KKT-point of the multi-objective
    problem.
author:
- first_name: Manuel Bastian
  full_name: Berkemeier, Manuel Bastian
  id: '51701'
  last_name: Berkemeier
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
citation:
  ama: Berkemeier MB, Peitz S. Multi-Objective Trust-Region Filter Method for Nonlinear
    Constraints using Inexact Gradients. <i>arXiv:220812094</i>. Published online
    2022.
  apa: Berkemeier, M. B., &#38; Peitz, S. (2022). Multi-Objective Trust-Region Filter
    Method for Nonlinear Constraints using Inexact Gradients. In <i>arXiv:2208.12094</i>.
  bibtex: '@article{Berkemeier_Peitz_2022, title={Multi-Objective Trust-Region Filter
    Method for Nonlinear Constraints using Inexact Gradients}, journal={arXiv:2208.12094},
    author={Berkemeier, Manuel Bastian and Peitz, Sebastian}, year={2022} }'
  chicago: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Multi-Objective Trust-Region
    Filter Method for Nonlinear Constraints Using Inexact Gradients.” <i>ArXiv:2208.12094</i>,
    2022.
  ieee: M. B. Berkemeier and S. Peitz, “Multi-Objective Trust-Region Filter Method
    for Nonlinear Constraints using Inexact Gradients,” <i>arXiv:2208.12094</i>. 2022.
  mla: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Multi-Objective Trust-Region
    Filter Method for Nonlinear Constraints Using Inexact Gradients.” <i>ArXiv:2208.12094</i>,
    2022.
  short: M.B. Berkemeier, S. Peitz, ArXiv:2208.12094 (2022).
date_created: 2022-08-26T06:08:06Z
date_updated: 2022-08-26T06:12:10Z
department:
- _id: '101'
- _id: '655'
external_id:
  arxiv:
  - '2208.12094'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/2208.12094
oa: '1'
publication: arXiv:2208.12094
status: public
title: Multi-Objective Trust-Region Filter Method for Nonlinear Constraints using
  Inexact Gradients
type: preprint
user_id: '47427'
year: '2022'
...
---
_id: '33230'
author:
- first_name: Joshua J.
  full_name: Daymude, Joshua J.
  last_name: Daymude
- first_name: Andréa W.
  full_name: Richa, Andréa W.
  last_name: Richa
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
citation:
  ama: 'Daymude JJ, Richa AW, Scheideler C. Local Mutual Exclusion for Dynamic, Anonymous,
    Bounded Memory Message Passing Systems. In: Aspnes J, Michail O, eds. <i>1st Symposium
    on Algorithmic Foundations of Dynamic Networks, SAND 2022, March 28-30, 2022,
    Virtual Conference</i>. Vol 221. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik; 2022:12:1–12:19. doi:<a href="https://doi.org/10.4230/LIPIcs.SAND.2022.12">10.4230/LIPIcs.SAND.2022.12</a>'
  apa: Daymude, J. J., Richa, A. W., &#38; Scheideler, C. (2022). Local Mutual Exclusion
    for Dynamic, Anonymous, Bounded Memory Message Passing Systems. In J. Aspnes &#38;
    O. Michail (Eds.), <i>1st Symposium on Algorithmic Foundations of Dynamic Networks,
    SAND 2022, March 28-30, 2022, Virtual Conference</i> (Vol. 221, p. 12:1–12:19).
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.SAND.2022.12">https://doi.org/10.4230/LIPIcs.SAND.2022.12</a>
  bibtex: '@inproceedings{Daymude_Richa_Scheideler_2022, series={LIPIcs}, title={Local
    Mutual Exclusion for Dynamic, Anonymous, Bounded Memory Message Passing Systems},
    volume={221}, DOI={<a href="https://doi.org/10.4230/LIPIcs.SAND.2022.12">10.4230/LIPIcs.SAND.2022.12</a>},
    booktitle={1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND
    2022, March 28-30, 2022, Virtual Conference}, publisher={Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik}, author={Daymude, Joshua J. and Richa, Andréa W. and Scheideler,
    Christian}, editor={Aspnes, James and Michail, Othon}, year={2022}, pages={12:1–12:19},
    collection={LIPIcs} }'
  chicago: Daymude, Joshua J., Andréa W. Richa, and Christian Scheideler. “Local Mutual
    Exclusion for Dynamic, Anonymous, Bounded Memory Message Passing Systems.” In
    <i>1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022, March
    28-30, 2022, Virtual Conference</i>, edited by James Aspnes and Othon Michail,
    221:12:1–12:19. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
    <a href="https://doi.org/10.4230/LIPIcs.SAND.2022.12">https://doi.org/10.4230/LIPIcs.SAND.2022.12</a>.
  ieee: 'J. J. Daymude, A. W. Richa, and C. Scheideler, “Local Mutual Exclusion for
    Dynamic, Anonymous, Bounded Memory Message Passing Systems,” in <i>1st Symposium
    on Algorithmic Foundations of Dynamic Networks, SAND 2022, March 28-30, 2022,
    Virtual Conference</i>, 2022, vol. 221, p. 12:1–12:19, doi: <a href="https://doi.org/10.4230/LIPIcs.SAND.2022.12">10.4230/LIPIcs.SAND.2022.12</a>.'
  mla: Daymude, Joshua J., et al. “Local Mutual Exclusion for Dynamic, Anonymous,
    Bounded Memory Message Passing Systems.” <i>1st Symposium on Algorithmic Foundations
    of Dynamic Networks, SAND 2022, March 28-30, 2022, Virtual Conference</i>, edited
    by James Aspnes and Othon Michail, vol. 221, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2022, p. 12:1–12:19, doi:<a href="https://doi.org/10.4230/LIPIcs.SAND.2022.12">10.4230/LIPIcs.SAND.2022.12</a>.
  short: 'J.J. Daymude, A.W. Richa, C. Scheideler, in: J. Aspnes, O. Michail (Eds.),
    1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022, March
    28-30, 2022, Virtual Conference, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2022, p. 12:1–12:19.'
date_created: 2022-08-30T06:31:21Z
date_updated: 2022-08-30T06:33:44Z
department:
- _id: '79'
doi: 10.4230/LIPIcs.SAND.2022.12
editor:
- first_name: James
  full_name: Aspnes, James
  last_name: Aspnes
- first_name: Othon
  full_name: Michail, Othon
  last_name: Michail
intvolume: '       221'
language:
- iso: eng
page: 12:1–12:19
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
  name: 'SFB 901 - A1: SFB 901 - Subproject A1'
publication: 1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022,
  March 28-30, 2022, Virtual Conference
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
series_title: LIPIcs
status: public
title: Local Mutual Exclusion for Dynamic, Anonymous, Bounded Memory Message Passing
  Systems
type: conference
user_id: '15504'
volume: 221
year: '2022'
...
---
_id: '33240'
author:
- first_name: Thorsten
  full_name: Götte, Thorsten
  id: '34727'
  last_name: Götte
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
citation:
  ama: 'Götte T, Scheideler C. Brief Announcement: The (Limited) Power of Multiple
    Identities: Asynchronous Byzantine Reliable Broadcast with Improved Resilience
    through Collusion. In: Agrawal K, Lee I-TA, eds. <i>SPAA ’22: 34th ACM Symposium
    on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11
    - 14, 2022</i>. ACM; 2022:99–101. doi:<a href="https://doi.org/10.1145/3490148.3538556">10.1145/3490148.3538556</a>'
  apa: 'Götte, T., &#38; Scheideler, C. (2022). Brief Announcement: The (Limited)
    Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
    Resilience through Collusion. In K. Agrawal &#38; I.-T. A. Lee (Eds.), <i>SPAA
    ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia,
    PA, USA, July 11 - 14, 2022</i> (pp. 99–101). ACM. <a href="https://doi.org/10.1145/3490148.3538556">https://doi.org/10.1145/3490148.3538556</a>'
  bibtex: '@inproceedings{Götte_Scheideler_2022, title={Brief Announcement: The (Limited)
    Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
    Resilience through Collusion}, DOI={<a href="https://doi.org/10.1145/3490148.3538556">10.1145/3490148.3538556</a>},
    booktitle={SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures,
    Philadelphia, PA, USA, July 11 - 14, 2022}, publisher={ACM}, author={Götte, Thorsten
    and Scheideler, Christian}, editor={Agrawal, Kunal and Lee, I-Ting Angelina},
    year={2022}, pages={99–101} }'
  chicago: 'Götte, Thorsten, and Christian Scheideler. “Brief Announcement: The (Limited)
    Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
    Resilience through Collusion.” In <i>SPAA ’22: 34th ACM Symposium on Parallelism
    in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022</i>,
    edited by Kunal Agrawal and I-Ting Angelina Lee, 99–101. ACM, 2022. <a href="https://doi.org/10.1145/3490148.3538556">https://doi.org/10.1145/3490148.3538556</a>.'
  ieee: 'T. Götte and C. Scheideler, “Brief Announcement: The (Limited) Power of Multiple
    Identities: Asynchronous Byzantine Reliable Broadcast with Improved Resilience
    through Collusion,” in <i>SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms
    and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022</i>, 2022, pp. 99–101,
    doi: <a href="https://doi.org/10.1145/3490148.3538556">10.1145/3490148.3538556</a>.'
  mla: 'Götte, Thorsten, and Christian Scheideler. “Brief Announcement: The (Limited)
    Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
    Resilience through Collusion.” <i>SPAA ’22: 34th ACM Symposium on Parallelism
    in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022</i>,
    edited by Kunal Agrawal and I-Ting Angelina Lee, ACM, 2022, pp. 99–101, doi:<a
    href="https://doi.org/10.1145/3490148.3538556">10.1145/3490148.3538556</a>.'
  short: 'T. Götte, C. Scheideler, in: K. Agrawal, I.-T.A. Lee (Eds.), SPAA ’22: 34th
    ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA,
    USA, July 11 - 14, 2022, ACM, 2022, pp. 99–101.'
date_created: 2022-09-01T07:55:00Z
date_updated: 2022-09-01T07:57:53Z
department:
- _id: '79'
doi: 10.1145/3490148.3538556
editor:
- first_name: Kunal
  full_name: Agrawal, Kunal
  last_name: Agrawal
- first_name: I-Ting Angelina
  full_name: Lee, I-Ting Angelina
  last_name: Lee
language:
- iso: eng
page: 99–101
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
  name: 'SFB 901 - C1: SFB 901 - Subproject C1'
publication: 'SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures,
  Philadelphia, PA, USA, July 11 - 14, 2022'
publisher: ACM
status: public
title: 'Brief Announcement: The (Limited) Power of Multiple Identities: Asynchronous
  Byzantine Reliable Broadcast with Improved Resilience through Collusion'
type: conference
user_id: '15504'
year: '2022'
...
---
_id: '30941'
abstract:
- lang: eng
  text: "Decision support systems are crucial in helping decision makers to quickly
    identify optimal business decisions in increasingly volatile and complex business
    environments. However, the ideal DSS for one decision maker may not optimally
    address the requirements for decision support of another decision maker. This
    is due to differences between\r\ndecision makers in business goals, regulatory
    restrictions or availability of resources such as data. By using a suboptimal
    DSS, decision makers risk implementing suboptimal decision recommendations which
    endanger the success of their business. This presents DSS developers with the
    challenge to implement a customizable DSS which can be tailored to the individual
    requirements for decision support of a single decision maker. In order to address
    this challenge, we suggest a decision support ecosystem in which DSS developers,
    decision makers and other domain experts collaborate using a shared platform to
    provide and combine reusable decision support services into a tailored DSS. The
    contribution of our paper is twofold: First, we define the concept of a decision
    support ecosystem with respect to existing digital business ecosystems and discuss
    expected benefits and challenges. Second, we present a reference architecture
    for a shared platform supporting the realization of a decision support ecosystem.
    We demonstrate our contributions in the example application domain of regional
    energy distribution network planning."
author:
- first_name: Jonas
  full_name: Kirchhoff, Jonas
  id: '39928'
  last_name: Kirchhoff
- first_name: Christoph
  full_name: Weskamp, Christoph
  last_name: Weskamp
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Kirchhoff J, Weskamp C, Engels G. Decision Support Ecosystems: Deﬁnition and
    Platform Architecture. In: <i>Decision Support Systems XII: Decision Support Addressing
    Modern Industry, Business, and Societal Needs</i>. Vol 447. Lecture Notes in Business
    Information Processing . Springer; 2022. doi:<a href="https://doi.org/10.1007/978-3-031-06530-9_8">10.1007/978-3-031-06530-9_8</a>'
  apa: 'Kirchhoff, J., Weskamp, C., &#38; Engels, G. (2022). Decision Support Ecosystems:
    Deﬁnition and Platform Architecture. In <i>Decision Support Systems XII: Decision
    Support Addressing Modern Industry, Business, and Societal Needs</i> (Vol. 447).
    Springer. <a href="https://doi.org/10.1007/978-3-031-06530-9_8">https://doi.org/10.1007/978-3-031-06530-9_8</a>'
  bibtex: '@inbook{Kirchhoff_Weskamp_Engels_2022, series={Lecture Notes in Business
    Information Processing }, title={Decision Support Ecosystems: Deﬁnition and Platform
    Architecture}, volume={447}, DOI={<a href="https://doi.org/10.1007/978-3-031-06530-9_8">10.1007/978-3-031-06530-9_8</a>},
    booktitle={Decision Support Systems XII: Decision Support Addressing Modern Industry,
    Business, and Societal Needs}, publisher={Springer}, author={Kirchhoff, Jonas
    and Weskamp, Christoph and Engels, Gregor}, year={2022}, collection={Lecture Notes
    in Business Information Processing } }'
  chicago: 'Kirchhoff, Jonas, Christoph Weskamp, and Gregor Engels. “Decision Support
    Ecosystems: Deﬁnition and Platform Architecture.” In <i>Decision Support Systems
    XII: Decision Support Addressing Modern Industry, Business, and Societal Needs</i>,
    Vol. 447. Lecture Notes in Business Information Processing . Springer, 2022. <a
    href="https://doi.org/10.1007/978-3-031-06530-9_8">https://doi.org/10.1007/978-3-031-06530-9_8</a>.'
  ieee: 'J. Kirchhoff, C. Weskamp, and G. Engels, “Decision Support Ecosystems: Deﬁnition
    and Platform Architecture,” in <i>Decision Support Systems XII: Decision Support
    Addressing Modern Industry, Business, and Societal Needs</i>, vol. 447, Springer,
    2022.'
  mla: 'Kirchhoff, Jonas, et al. “Decision Support Ecosystems: Deﬁnition and Platform
    Architecture.” <i>Decision Support Systems XII: Decision Support Addressing Modern
    Industry, Business, and Societal Needs</i>, vol. 447, Springer, 2022, doi:<a href="https://doi.org/10.1007/978-3-031-06530-9_8">10.1007/978-3-031-06530-9_8</a>.'
  short: 'J. Kirchhoff, C. Weskamp, G. Engels, in: Decision Support Systems XII: Decision
    Support Addressing Modern Industry, Business, and Societal Needs, Springer, 2022.'
conference:
  name: 8th International Conference on Decision Support System Technology (ICDSST'22)
date_created: 2022-04-25T11:33:09Z
date_updated: 2022-09-07T08:56:38Z
ddc:
- '000'
department:
- _id: '534'
- _id: '66'
doi: 10.1007/978-3-031-06530-9_8
file:
- access_level: closed
  content_type: application/pdf
  creator: jonaskir
  date_created: 2022-04-25T11:34:18Z
  date_updated: 2022-04-25T11:34:18Z
  file_id: '30942'
  file_name: ICDSST22_5504_Paper.pdf
  file_size: 425852
  relation: main_file
  success: 1
file_date_updated: 2022-04-25T11:34:18Z
has_accepted_license: '1'
intvolume: '       447'
language:
- iso: eng
publication: 'Decision Support Systems XII: Decision Support Addressing Modern Industry,
  Business, and Societal Needs'
publisher: Springer
series_title: 'Lecture Notes in Business Information Processing '
status: public
title: 'Decision Support Ecosystems: Deﬁnition and Platform Architecture'
type: book_chapter
user_id: '39928'
volume: 447
year: '2022'
...
---
_id: '33281'
abstract:
- lang: eng
  text: Corporate decision makers have individual requirements for decision support
    influenced by business goals, regulatory restrictions or access to resources such
    as data. Ideally, decision makers could quickly create tailored decision support
    systems (DSS) themselves which optimally address their individual requirements
    for decision support. Although service-oriented architectures have been proposed
    for DSS customization, they are primarily targeting trained software developers
    and cannot immediately be adapted by decision makers or domain experts with little
    to no software development knowledge. In this paper, we therefore motivate an
    assisted process-based service composition approach which can be used by non-developers
    to create tailored DSS. For assistance during service composition, we contribute
    a meta-model for the formalization of both decision support requirements and functionality
    of decision support services. Models created according to the meta-model can be
    used to detect mismatches between a decision maker’s requirements for decision
    support and services selected in the service composition representing a DSS. Furthermore,
    the formalizations may even be used for automated service composition given a
    decision maker’s decision support requirements. We demonstrate the expressiveness
    of our meta-model in the domain of regional energy distribution network planning.
author:
- first_name: Jonas
  full_name: Kirchhoff, Jonas
  id: '39928'
  last_name: Kirchhoff
- first_name: Christoph
  full_name: Weskamp, Christoph
  last_name: Weskamp
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Kirchhoff J, Weskamp C, Engels G. Requirements-Based Composition of Tailored
    Decision Support Systems. In: Bernhaupt R, Ardito C, Sauer S, eds. <i>Human-Centered
    Software Engineering</i>. Vol 13482. Lecture Notes in Computer Science . Springer
    International Publishing; 2022:150–162. doi:<a href="https://doi.org/10.1007/978-3-031-14785-2_10">10.1007/978-3-031-14785-2_10</a>'
  apa: Kirchhoff, J., Weskamp, C., &#38; Engels, G. (2022). Requirements-Based Composition
    of Tailored Decision Support Systems. In R. Bernhaupt, C. Ardito, &#38; S. Sauer
    (Eds.), <i>Human-Centered Software Engineering</i> (Vol. 13482, pp. 150–162).
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-14785-2_10">https://doi.org/10.1007/978-3-031-14785-2_10</a>
  bibtex: '@inproceedings{Kirchhoff_Weskamp_Engels_2022, place={Cham}, series={Lecture
    Notes in Computer Science }, title={Requirements-Based Composition of Tailored
    Decision Support Systems}, volume={13482}, DOI={<a href="https://doi.org/10.1007/978-3-031-14785-2_10">10.1007/978-3-031-14785-2_10</a>},
    booktitle={Human-Centered Software Engineering}, publisher={Springer International
    Publishing}, author={Kirchhoff, Jonas and Weskamp, Christoph and Engels, Gregor},
    editor={Bernhaupt, Regina and Ardito, Carmelo and Sauer, Stefan}, year={2022},
    pages={150–162}, collection={Lecture Notes in Computer Science } }'
  chicago: 'Kirchhoff, Jonas, Christoph Weskamp, and Gregor Engels. “Requirements-Based
    Composition of Tailored Decision Support Systems.” In <i>Human-Centered Software
    Engineering</i>, edited by Regina Bernhaupt, Carmelo Ardito, and Stefan Sauer,
    13482:150–162. Lecture Notes in Computer Science . Cham: Springer International
    Publishing, 2022. <a href="https://doi.org/10.1007/978-3-031-14785-2_10">https://doi.org/10.1007/978-3-031-14785-2_10</a>.'
  ieee: 'J. Kirchhoff, C. Weskamp, and G. Engels, “Requirements-Based Composition
    of Tailored Decision Support Systems,” in <i>Human-Centered Software Engineering</i>,
    2022, vol. 13482, pp. 150–162, doi: <a href="https://doi.org/10.1007/978-3-031-14785-2_10">10.1007/978-3-031-14785-2_10</a>.'
  mla: Kirchhoff, Jonas, et al. “Requirements-Based Composition of Tailored Decision
    Support Systems.” <i>Human-Centered Software Engineering</i>, edited by Regina
    Bernhaupt et al., vol. 13482, Springer International Publishing, 2022, pp. 150–162,
    doi:<a href="https://doi.org/10.1007/978-3-031-14785-2_10">10.1007/978-3-031-14785-2_10</a>.
  short: 'J. Kirchhoff, C. Weskamp, G. Engels, in: R. Bernhaupt, C. Ardito, S. Sauer
    (Eds.), Human-Centered Software Engineering, Springer International Publishing,
    Cham, 2022, pp. 150–162.'
conference:
  name: Human-Centered Software Engineering
date_created: 2022-09-07T08:35:38Z
date_updated: 2022-09-07T08:55:43Z
department:
- _id: '534'
- _id: '66'
doi: 10.1007/978-3-031-14785-2_10
editor:
- first_name: Regina
  full_name: Bernhaupt, Regina
  last_name: Bernhaupt
- first_name: Carmelo
  full_name: Ardito, Carmelo
  last_name: Ardito
- first_name: Stefan
  full_name: Sauer, Stefan
  last_name: Sauer
intvolume: '     13482'
language:
- iso: eng
page: 150–162
place: Cham
publication: Human-Centered Software Engineering
publication_identifier:
  isbn:
  - 978-3-031-14785-2
publisher: Springer International Publishing
series_title: 'Lecture Notes in Computer Science '
status: public
title: Requirements-Based Composition of Tailored Decision Support Systems
type: conference
user_id: '39928'
volume: 13482
year: '2022'
...
---
_id: '29872'
author:
- first_name: Marten
  full_name: Maack, Marten
  id: '88252'
  last_name: Maack
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Simon
  full_name: Pukrop, Simon
  id: '44428'
  last_name: Pukrop
citation:
  ama: 'Maack M, Meyer auf der Heide F, Pukrop S. Server Cloud Scheduling. In: <i>Approximation
    and Online Algorithms</i>. Springer International Publishing; 2022. doi:<a href="https://doi.org/10.1007/978-3-030-92702-8_10">10.1007/978-3-030-92702-8_10</a>'
  apa: Maack, M., Meyer auf der Heide, F., &#38; Pukrop, S. (2022). Server Cloud Scheduling.
    In <i>Approximation and Online Algorithms</i>. Springer International Publishing.
    <a href="https://doi.org/10.1007/978-3-030-92702-8_10">https://doi.org/10.1007/978-3-030-92702-8_10</a>
  bibtex: '@inbook{Maack_Meyer auf der Heide_Pukrop_2022, place={Cham}, title={Server
    Cloud Scheduling}, DOI={<a href="https://doi.org/10.1007/978-3-030-92702-8_10">10.1007/978-3-030-92702-8_10</a>},
    booktitle={Approximation and Online Algorithms}, publisher={Springer International
    Publishing}, author={Maack, Marten and Meyer auf der Heide, Friedhelm and Pukrop,
    Simon}, year={2022} }'
  chicago: 'Maack, Marten, Friedhelm Meyer auf der Heide, and Simon Pukrop. “Server
    Cloud Scheduling.” In <i>Approximation and Online Algorithms</i>. Cham: Springer
    International Publishing, 2022. <a href="https://doi.org/10.1007/978-3-030-92702-8_10">https://doi.org/10.1007/978-3-030-92702-8_10</a>.'
  ieee: 'M. Maack, F. Meyer auf der Heide, and S. Pukrop, “Server Cloud Scheduling,”
    in <i>Approximation and Online Algorithms</i>, Cham: Springer International Publishing,
    2022.'
  mla: Maack, Marten, et al. “Server Cloud Scheduling.” <i>Approximation and Online
    Algorithms</i>, Springer International Publishing, 2022, doi:<a href="https://doi.org/10.1007/978-3-030-92702-8_10">10.1007/978-3-030-92702-8_10</a>.
  short: 'M. Maack, F. Meyer auf der Heide, S. Pukrop, in: Approximation and Online
    Algorithms, Springer International Publishing, Cham, 2022.'
date_created: 2022-02-18T09:31:54Z
date_updated: 2022-09-27T15:03:13Z
department:
- _id: '63'
doi: 10.1007/978-3-030-92702-8_10
language:
- iso: eng
place: Cham
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
publication: Approximation and Online Algorithms
publication_identifier:
  isbn:
  - '9783030927011'
  - '9783030927028'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
status: public
title: Server Cloud Scheduling
type: book_chapter
user_id: '44428'
year: '2022'
...
