---
_id: '2681'
author:
- first_name: Thomas
  full_name: Görzen, Thomas
  id: '47700'
  last_name: Görzen
- first_name: Florian
  full_name: Laux, Florian
  last_name: Laux
citation:
  ama: 'Görzen T, Laux F. Extracting the Wisdom from the Crowd: A Comparison of Approaches
    to Aggregating Collective Intelligence. In: <i>Tagungsband Multikonferenz Wirtschaftsinformatik
    2018 (MKWI)</i>. Lüneburg; 2018.'
  apa: 'Görzen, T., &#38; Laux, F. (2018). Extracting the Wisdom from the Crowd: A
    Comparison of Approaches to Aggregating Collective Intelligence. In <i>Tagungsband
    Multikonferenz Wirtschaftsinformatik 2018 (MKWI)</i>. Lüneburg.'
  bibtex: '@inproceedings{Görzen_Laux_2018, place={Lüneburg}, title={Extracting the
    Wisdom from the Crowd: A Comparison of Approaches to Aggregating Collective Intelligence},
    booktitle={Tagungsband Multikonferenz Wirtschaftsinformatik 2018 (MKWI)}, author={Görzen,
    Thomas and Laux, Florian}, year={2018} }'
  chicago: 'Görzen, Thomas, and Florian Laux. “Extracting the Wisdom from the Crowd:
    A Comparison of Approaches to Aggregating Collective Intelligence.” In <i>Tagungsband
    Multikonferenz Wirtschaftsinformatik 2018 (MKWI)</i>. Lüneburg, 2018.'
  ieee: 'T. Görzen and F. Laux, “Extracting the Wisdom from the Crowd: A Comparison
    of Approaches to Aggregating Collective Intelligence,” in <i>Tagungsband Multikonferenz
    Wirtschaftsinformatik 2018 (MKWI)</i>, Lüneburg, 2018.'
  mla: 'Görzen, Thomas, and Florian Laux. “Extracting the Wisdom from the Crowd: A
    Comparison of Approaches to Aggregating Collective Intelligence.” <i>Tagungsband
    Multikonferenz Wirtschaftsinformatik 2018 (MKWI)</i>, 2018.'
  short: 'T. Görzen, F. Laux, in: Tagungsband Multikonferenz Wirtschaftsinformatik
    2018 (MKWI), Lüneburg, 2018.'
conference:
  location: Lüneburg
  name: Multikonferenz Wirtschaftsinformatik 2018 (MKWI)
date_created: 2018-05-07T14:48:07Z
date_updated: 2022-01-06T06:57:28Z
ddc:
- '040'
department:
- _id: '276'
file:
- access_level: closed
  content_type: application/pdf
  creator: abursig
  date_created: 2018-12-03T15:20:56Z
  date_updated: 2018-12-03T15:20:56Z
  file_id: '5989'
  file_name: MKWI_113.pdf
  file_size: 278279
  relation: main_file
  success: 1
file_date_updated: 2018-12-03T15:20:56Z
has_accepted_license: '1'
language:
- iso: eng
place: Lüneburg
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Tagungsband Multikonferenz Wirtschaftsinformatik 2018 (MKWI)
publication_status: published
status: public
title: 'Extracting the Wisdom from the Crowd: A Comparison of Approaches to Aggregating
  Collective Intelligence'
type: conference
user_id: '477'
year: '2018'
...
---
_id: '2685'
author:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Kathlén
  full_name: Kohn, Kathlén
  last_name: Kohn
citation:
  ama: Blömer J, Kohn K. Voronoi Cells of Lattices with Respect to Arbitrary Norms.
    <i>SIAM Journal on Applied Algebra and Geometry</i>. 2018;2(2):314-338. doi:<a
    href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>
  apa: Blömer, J., &#38; Kohn, K. (2018). Voronoi Cells of Lattices with Respect to
    Arbitrary Norms. <i>SIAM Journal on Applied Algebra and Geometry.</i>, <i>2</i>(2),
    314–338. <a href="https://doi.org/10.1137/17M1132045">https://doi.org/10.1137/17M1132045</a>
  bibtex: '@article{Blömer_Kohn_2018, title={Voronoi Cells of Lattices with Respect
    to Arbitrary Norms}, volume={2}, DOI={<a href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>},
    number={2}, journal={SIAM Journal on Applied Algebra and Geometry.}, author={Blömer,
    Johannes and Kohn, Kathlén}, year={2018}, pages={314–338} }'
  chicago: 'Blömer, Johannes, and Kathlén Kohn. “Voronoi Cells of Lattices with Respect
    to Arbitrary Norms.” <i>SIAM Journal on Applied Algebra and Geometry.</i> 2, no.
    2 (2018): 314–38. <a href="https://doi.org/10.1137/17M1132045">https://doi.org/10.1137/17M1132045</a>.'
  ieee: J. Blömer and K. Kohn, “Voronoi Cells of Lattices with Respect to Arbitrary
    Norms,” <i>SIAM Journal on Applied Algebra and Geometry.</i>, vol. 2, no. 2, pp.
    314–338, 2018.
  mla: Blömer, Johannes, and Kathlén Kohn. “Voronoi Cells of Lattices with Respect
    to Arbitrary Norms.” <i>SIAM Journal on Applied Algebra and Geometry.</i>, vol.
    2, no. 2, 2018, pp. 314–38, doi:<a href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>.
  short: J. Blömer, K. Kohn, SIAM Journal on Applied Algebra and Geometry. 2 (2018)
    314–338.
date_created: 2018-05-08T09:18:54Z
date_updated: 2022-01-06T06:57:29Z
ddc:
- '000'
department:
- _id: '7'
- _id: '64'
doi: 10.1137/17M1132045
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:22:55Z
  date_updated: 2018-11-02T15:22:55Z
  file_id: '5300'
  file_name: 17m1132045.pdf
  file_size: 1131048
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:22:55Z
has_accepted_license: '1'
intvolume: '         2'
issue: '2'
language:
- iso: eng
page: 314-338
project:
- _id: '13'
  name: SFB 901 - Subproject C1
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publication: SIAM Journal on Applied Algebra and Geometry.
publication_identifier:
  eissn:
  - 2470-6566
publication_status: epub_ahead
status: public
title: Voronoi Cells of Lattices with Respect to Arbitrary Norms
type: journal_article
user_id: '477'
volume: 2
year: '2018'
...
---
_id: '3265'
abstract:
- lang: eng
  text: "We present CLARC (Cryptographic Library for Anonymous Reputation and Credentials),
    an anonymous credentials system (ACS) combined with an anonymous reputation system.\r\n\r\nUsing
    CLARC, users can receive attribute-based credentials from issuers. They can efficiently
    prove that their credentials satisfy complex (access) policies in a privacy-preserving
    way. This implements anonymous access control with complex policies.\r\n\r\nFurthermore,
    CLARC is the first ACS that is combined with an anonymous reputation system where
    users can anonymously rate services. A user who gets access to a service via a
    credential, also anonymously receives a review token to rate the service. If a
    user creates more than a single rating, this can be detected by anyone, preventing
    users from spamming ratings to sway public opinion.\r\n\r\nTo evaluate feasibility
    of our construction, we present an open-source prototype implementation."
author:
- first_name: Kai
  full_name: Bemmann, Kai
  last_name: Bemmann
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Jan
  full_name: Bobolz, Jan
  id: '27207'
  last_name: Bobolz
- first_name: Henrik
  full_name: Bröcher, Henrik
  id: '41047'
  last_name: Bröcher
- first_name: Denis Pascal
  full_name: Diemert, Denis Pascal
  id: '44071'
  last_name: Diemert
- first_name: Fabian
  full_name: Eidens, Fabian
  id: '25078'
  last_name: Eidens
- first_name: Lukas
  full_name: Eilers, Lukas
  last_name: Eilers
- first_name: Jan Frederik
  full_name: Haltermann, Jan Frederik
  id: '44413'
  last_name: Haltermann
- first_name: Jakob
  full_name: Juhnke, Jakob
  id: '48090'
  last_name: Juhnke
- first_name: Burhan
  full_name: Otour, Burhan
  last_name: Otour
- first_name: Laurens Alexander
  full_name: Porzenheim, Laurens Alexander
  id: '47434'
  last_name: Porzenheim
- first_name: Simon
  full_name: Pukrop, Simon
  last_name: Pukrop
- first_name: Erik
  full_name: Schilling, Erik
  last_name: Schilling
- first_name: Michael
  full_name: Schlichtig, Michael
  id: '32312'
  last_name: Schlichtig
- first_name: Marcel
  full_name: Stienemeier, Marcel
  last_name: Stienemeier
citation:
  ama: 'Bemmann K, Blömer J, Bobolz J, et al. Fully-Featured Anonymous Credentials
    with Reputation System. In: <i>Proceedings of the 13th International Conference
    on Availability, Reliability and Security - ARES ’18</i>. New York, NY, USA: ACM.
    doi:<a href="https://doi.org/10.1145/3230833.3234517">10.1145/3230833.3234517</a>'
  apa: 'Bemmann, K., Blömer, J., Bobolz, J., Bröcher, H., Diemert, D. P., Eidens,
    F., … Stienemeier, M. (n.d.). Fully-Featured Anonymous Credentials with Reputation
    System. In <i>Proceedings of the 13th International Conference on Availability,
    Reliability and Security - ARES ’18</i>. New York, NY, USA: ACM. <a href="https://doi.org/10.1145/3230833.3234517">https://doi.org/10.1145/3230833.3234517</a>'
  bibtex: '@inproceedings{Bemmann_Blömer_Bobolz_Bröcher_Diemert_Eidens_Eilers_Haltermann_Juhnke_Otour_et
    al., place={New York, NY, USA}, title={Fully-Featured Anonymous Credentials with
    Reputation System}, DOI={<a href="https://doi.org/10.1145/3230833.3234517">10.1145/3230833.3234517</a>},
    booktitle={Proceedings of the 13th International Conference on Availability, Reliability
    and Security - ARES ’18}, publisher={ACM}, author={Bemmann, Kai and Blömer, Johannes
    and Bobolz, Jan and Bröcher, Henrik and Diemert, Denis Pascal and Eidens, Fabian
    and Eilers, Lukas and Haltermann, Jan Frederik and Juhnke, Jakob and Otour, Burhan
    and et al.} }'
  chicago: 'Bemmann, Kai, Johannes Blömer, Jan Bobolz, Henrik Bröcher, Denis Pascal
    Diemert, Fabian Eidens, Lukas Eilers, et al. “Fully-Featured Anonymous Credentials
    with Reputation System.” In <i>Proceedings of the 13th International Conference
    on Availability, Reliability and Security - ARES ’18</i>. New York, NY, USA: ACM,
    n.d. <a href="https://doi.org/10.1145/3230833.3234517">https://doi.org/10.1145/3230833.3234517</a>.'
  ieee: K. Bemmann <i>et al.</i>, “Fully-Featured Anonymous Credentials with Reputation
    System,” in <i>Proceedings of the 13th International Conference on Availability,
    Reliability and Security - ARES ’18</i>, Hamburg, Germany.
  mla: Bemmann, Kai, et al. “Fully-Featured Anonymous Credentials with Reputation
    System.” <i>Proceedings of the 13th International Conference on Availability,
    Reliability and Security - ARES ’18</i>, ACM, doi:<a href="https://doi.org/10.1145/3230833.3234517">10.1145/3230833.3234517</a>.
  short: 'K. Bemmann, J. Blömer, J. Bobolz, H. Bröcher, D.P. Diemert, F. Eidens, L.
    Eilers, J.F. Haltermann, J. Juhnke, B. Otour, L.A. Porzenheim, S. Pukrop, E. Schilling,
    M. Schlichtig, M. Stienemeier, in: Proceedings of the 13th International Conference
    on Availability, Reliability and Security - ARES ’18, ACM, New York, NY, USA,
    n.d.'
conference:
  end_date: 2018-08-30
  location: Hamburg, Germany
  name: ARES 2018 - SECPID
  start_date: 2018-08-27
date_created: 2018-06-14T11:19:29Z
date_updated: 2022-01-06T06:59:07Z
ddc:
- '000'
department:
- _id: '64'
doi: 10.1145/3230833.3234517
file:
- access_level: closed
  content_type: application/pdf
  creator: feidens
  date_created: 2018-11-08T10:17:39Z
  date_updated: 2018-11-08T10:17:39Z
  file_id: '5428'
  file_name: react_acs.pdf
  file_size: 920843
  relation: main_file
file_date_updated: 2018-11-08T10:17:39Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprint.iacr.org/2018/835
oa: '1'
place: New York, NY, USA
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
- _id: '44'
  name: KogniHome - die mitdenkende Wohnung
publication: Proceedings of the 13th International Conference on Availability, Reliability
  and Security - ARES '18
publication_identifier:
  isbn:
  - 978-1-4503-6448-5
publication_status: accepted
publisher: ACM
quality_controlled: '1'
related_material:
  link:
  - relation: software
    url: https://github.com/upbcuk
status: public
title: Fully-Featured Anonymous Credentials with Reputation System
type: conference
user_id: '25078'
year: '2018'
...
---
_id: '3313'
author:
- first_name: Alexandra
  full_name: Maurer, Alexandra
  last_name: Maurer
citation:
  ama: 'Maurer A. <i>Kundenbewertungen und Produktnachfrage: Eine ökonomische Analyse</i>.
    Universität Paderborn; 2018.'
  apa: 'Maurer, A. (2018). <i>Kundenbewertungen und Produktnachfrage: Eine ökonomische
    Analyse</i>. Universität Paderborn.'
  bibtex: '@book{Maurer_2018, title={Kundenbewertungen und Produktnachfrage: Eine
    ökonomische Analyse}, publisher={Universität Paderborn}, author={Maurer, Alexandra},
    year={2018} }'
  chicago: 'Maurer, Alexandra. <i>Kundenbewertungen und Produktnachfrage: Eine ökonomische
    Analyse</i>. Universität Paderborn, 2018.'
  ieee: 'A. Maurer, <i>Kundenbewertungen und Produktnachfrage: Eine ökonomische Analyse</i>.
    Universität Paderborn, 2018.'
  mla: 'Maurer, Alexandra. <i>Kundenbewertungen und Produktnachfrage: Eine ökonomische
    Analyse</i>. Universität Paderborn, 2018.'
  short: 'A. Maurer, Kundenbewertungen und Produktnachfrage: Eine ökonomische Analyse,
    Universität Paderborn, 2018.'
date_created: 2018-06-22T12:19:02Z
date_updated: 2022-01-06T06:59:10Z
department:
- _id: '183'
language:
- iso: ger
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '8'
  name: SFB 901 - Subproject A4
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Bernd
  full_name: Frick, Bernd
  last_name: Frick
title: 'Kundenbewertungen und Produktnachfrage: Eine ökonomische Analyse'
type: mastersthesis
user_id: '477'
year: '2018'
...
---
_id: '3314'
author:
- first_name: Luisa Juliane
  full_name: Michels, Luisa Juliane
  last_name: Michels
citation:
  ama: Michels LJ. <i>The Segmentation of Video-On-Demand Consumers</i>. Universität
    Paderborn; 2018.
  apa: Michels, L. J. (2018). <i>The Segmentation of Video-On-Demand Consumers</i>.
    Universität Paderborn.
  bibtex: '@book{Michels_2018, title={The Segmentation of Video-On-Demand Consumers},
    publisher={Universität Paderborn}, author={Michels, Luisa Juliane}, year={2018}
    }'
  chicago: Michels, Luisa Juliane. <i>The Segmentation of Video-On-Demand Consumers</i>.
    Universität Paderborn, 2018.
  ieee: L. J. Michels, <i>The Segmentation of Video-On-Demand Consumers</i>. Universität
    Paderborn, 2018.
  mla: Michels, Luisa Juliane. <i>The Segmentation of Video-On-Demand Consumers</i>.
    Universität Paderborn, 2018.
  short: L.J. Michels, The Segmentation of Video-On-Demand Consumers, Universität
    Paderborn, 2018.
date_created: 2018-06-22T12:20:47Z
date_updated: 2022-01-06T06:59:10Z
department:
- _id: '183'
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '8'
  name: SFB 901 - Subproject A4
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Bernd
  full_name: Frick, Bernd
  last_name: Frick
- first_name: Daniel
  full_name: Kaimann, Daniel
  id: '18949'
  last_name: Kaimann
title: The Segmentation of Video-On-Demand Consumers
type: mastersthesis
user_id: '477'
year: '2018'
...
---
_id: '3315'
author:
- first_name: Miriam
  full_name: Walter, Miriam
  last_name: Walter
citation:
  ama: Walter M. <i>Sentiment Analysis of User-Generated Ratings in the Sharing Economy
    </i>. Universität Paderborn; 2018.
  apa: Walter, M. (2018). <i>Sentiment Analysis of User-generated Ratings in the Sharing
    Economy </i>. Universität Paderborn.
  bibtex: '@book{Walter_2018, title={Sentiment Analysis of User-generated Ratings
    in the Sharing Economy }, publisher={Universität Paderborn}, author={Walter, Miriam},
    year={2018} }'
  chicago: Walter, Miriam. <i>Sentiment Analysis of User-Generated Ratings in the
    Sharing Economy </i>. Universität Paderborn, 2018.
  ieee: M. Walter, <i>Sentiment Analysis of User-generated Ratings in the Sharing
    Economy </i>. Universität Paderborn, 2018.
  mla: Walter, Miriam. <i>Sentiment Analysis of User-Generated Ratings in the Sharing
    Economy </i>. Universität Paderborn, 2018.
  short: M. Walter, Sentiment Analysis of User-Generated Ratings in the Sharing Economy
    , Universität Paderborn, 2018.
date_created: 2018-06-22T12:22:31Z
date_updated: 2022-01-06T06:59:10Z
department:
- _id: '183'
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '8'
  name: SFB 901 - Subproject A4
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Bernd
  full_name: Frick, Bernd
  last_name: Frick
- first_name: Daniel
  full_name: Kaimann, Daniel
  last_name: Kaimann
title: 'Sentiment Analysis of User-generated Ratings in the Sharing Economy '
type: mastersthesis
user_id: '477'
year: '2018'
...
---
_id: '3316'
author:
- first_name: Hanna
  full_name: Korn, Hanna
  last_name: Korn
citation:
  ama: 'Korn H. <i>Restaurant Reputation and Meal Prices: Empricial Evidence from
    the German Restaurant Industry</i>. Universität Paderborn; 2018.'
  apa: 'Korn, H. (2018). <i>Restaurant reputation and meal prices: empricial evidence
    from the German restaurant industry</i>. Universität Paderborn.'
  bibtex: '@book{Korn_2018, title={Restaurant reputation and meal prices: empricial
    evidence from the German restaurant industry}, publisher={Universität Paderborn},
    author={Korn, Hanna}, year={2018} }'
  chicago: 'Korn, Hanna. <i>Restaurant Reputation and Meal Prices: Empricial Evidence
    from the German Restaurant Industry</i>. Universität Paderborn, 2018.'
  ieee: 'H. Korn, <i>Restaurant reputation and meal prices: empricial evidence from
    the German restaurant industry</i>. Universität Paderborn, 2018.'
  mla: 'Korn, Hanna. <i>Restaurant Reputation and Meal Prices: Empricial Evidence
    from the German Restaurant Industry</i>. Universität Paderborn, 2018.'
  short: 'H. Korn, Restaurant Reputation and Meal Prices: Empricial Evidence from
    the German Restaurant Industry, Universität Paderborn, 2018.'
date_created: 2018-06-22T12:24:16Z
date_updated: 2022-01-06T06:59:10Z
department:
- _id: '183'
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '8'
  name: SFB 901 - Subproject A4
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Bernd
  full_name: Frick, Bernd
  last_name: Frick
title: 'Restaurant reputation and meal prices: empricial evidence from the German
  restaurant industry'
type: mastersthesis
user_id: '477'
year: '2018'
...
---
_id: '3320'
author:
- first_name: Kai
  full_name: Rautenberg, Kai
  last_name: Rautenberg
citation:
  ama: Rautenberg K. <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn; 2018.
  apa: Rautenberg, K. (2018). <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn.
  bibtex: '@book{Rautenberg_2018, title={Korrektheitsbeweise für Muster von Servicekompositionen},
    publisher={Universität Paderborn}, author={Rautenberg, Kai}, year={2018} }'
  chicago: Rautenberg, Kai. <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn, 2018.
  ieee: K. Rautenberg, <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn, 2018.
  mla: Rautenberg, Kai. <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn, 2018.
  short: K. Rautenberg, Korrektheitsbeweise für Muster von Servicekompositionen, Universität
    Paderborn, 2018.
date_created: 2018-06-25T07:53:32Z
date_updated: 2022-01-06T06:59:10Z
department:
- _id: '7'
- _id: '77'
language:
- iso: ger
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '11'
  name: SFB 901 - Subproject B3
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
title: Korrektheitsbeweise für Muster von Servicekompositionen
type: bachelorsthesis
user_id: '477'
year: '2018'
...
---
_id: '3345'
abstract:
- lang: eng
  text: "Dynamically steering flows through virtualized net- work function instances
    is a key enabler for elastic, on-demand deployments of virtualized network functions.
    This becomes par- ticular challenging when stateful functions are involved, necessi-
    tating state management. The problem with existing solutions is that they typically
    embrace state migration and flow rerouting jointly, imposing a huge set of requirements
    on the on-boarded VNFs, e.g., solution-specific state management interfaces.\r\nIn
    this paper, we introduce the seamless handover proto- col (SHarP). It provides
    an easy-to-use, loss-less, and order- preserving flow rerouting mechanism that
    is not fixed to a single state management approach. This allows VNF vendors to
    implement or use the state management solution of their choice. SHarP supports
    these solutions with additional information when flows are migrated. Further,
    we show how SHarP significantly reduces the buffer usage at a central (SDN) controller,
    which is a typical bottleneck in existing solutions. Our experiments show that
    SHarP uses a constant amount of controller buffer, irrespective of the time taken
    to migrate the VNF state."
author:
- first_name: Manuel
  full_name: Peuster, Manuel
  id: '13271'
  last_name: Peuster
- first_name: Hannes
  full_name: Küttner, Hannes
  last_name: Küttner
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Peuster M, Küttner H, Karl H.  Let the state follow its flows: An SDN-based
    flow handover protocol to support state migration. In: <i>4th IEEE International
    Conference on Network Softwarization (NetSoft 2018)</i>. Montreal. doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8460007">10.1109/NETSOFT.2018.8460007</a>'
  apa: 'Peuster, M., Küttner, H., &#38; Karl, H. (n.d.).  Let the state follow its
    flows: An SDN-based flow handover protocol to support state migration. In <i>4th
    IEEE International Conference on Network Softwarization (NetSoft 2018)</i>. Montreal.
    <a href="https://doi.org/10.1109/NETSOFT.2018.8460007">https://doi.org/10.1109/NETSOFT.2018.8460007</a>'
  bibtex: '@inproceedings{Peuster_Küttner_Karl, place={Montreal}, title={ Let the
    state follow its flows: An SDN-based flow handover protocol to support state migration},
    DOI={<a href="https://doi.org/10.1109/NETSOFT.2018.8460007">10.1109/NETSOFT.2018.8460007</a>},
    booktitle={4th IEEE International Conference on Network Softwarization (NetSoft
    2018)}, author={Peuster, Manuel and Küttner, Hannes and Karl, Holger} }'
  chicago: 'Peuster, Manuel, Hannes Küttner, and Holger Karl. “ Let the State Follow
    Its Flows: An SDN-Based Flow Handover Protocol to Support State Migration.” In
    <i>4th IEEE International Conference on Network Softwarization (NetSoft 2018)</i>.
    Montreal, n.d. <a href="https://doi.org/10.1109/NETSOFT.2018.8460007">https://doi.org/10.1109/NETSOFT.2018.8460007</a>.'
  ieee: 'M. Peuster, H. Küttner, and H. Karl, “ Let the state follow its flows: An
    SDN-based flow handover protocol to support state migration,” in <i>4th IEEE International
    Conference on Network Softwarization (NetSoft 2018)</i>, Montreal.'
  mla: 'Peuster, Manuel, et al. “ Let the State Follow Its Flows: An SDN-Based Flow
    Handover Protocol to Support State Migration.” <i>4th IEEE International Conference
    on Network Softwarization (NetSoft 2018)</i>, doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8460007">10.1109/NETSOFT.2018.8460007</a>.'
  short: 'M. Peuster, H. Küttner, H. Karl, in: 4th IEEE International Conference on
    Network Softwarization (NetSoft 2018), Montreal, n.d.'
conference:
  end_date: 2018-06-29
  location: Montreal
  name: 4th IEEE International Conference on Network Softwarization (NetSoft 2018)
  start_date: 2018-06-25
date_created: 2018-06-25T12:21:49Z
date_updated: 2022-01-06T06:59:11Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/NETSOFT.2018.8460007
file:
- access_level: open_access
  content_type: application/pdf
  creator: peuster
  date_created: 2018-07-05T11:11:37Z
  date_updated: 2018-07-05T11:12:29Z
  file_id: '3428'
  file_name: main_ris.pdf
  file_size: 901561
  relation: main_file
file_date_updated: 2018-07-05T11:12:29Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/8460007/
oa: '1'
place: Montreal
project:
- _id: '28'
  grant_number: '761493'
  name: 5G Development and validation platform for global industry-specific network
    services and Apps
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: 4th IEEE International Conference on Network Softwarization (NetSoft
  2018)
publication_status: accepted
status: public
title: ' Let the state follow its flows: An SDN-based flow handover protocol to support
  state migration'
type: conference
urn: '33458'
user_id: '13271'
year: '2018'
...
---
_id: '3346'
abstract:
- lang: eng
  text: "Developing a virtualized network service does not only involve the\r\n  implementation
    and configuration of the network functions it is\r\n  composed of but also its
    integration and test with management\r\n  solutions that will control the service
    in its production\r\n  environment. These integration tasks require testbeds that
    offer the\r\n  needed network function virtualization infrastructure~(NFVI), like
    OpenStack, introducing a\r\n  lot of management and maintenance overheads. Such
    testbed setups\r\n  become even more complicated when the multi\r\n  point-of-presence~(PoP)
    case, with multiple infrastructure\r\n  installations, is considered.\r\n\r\n
    \ In this demo, we showcase an emulation platform that executes\r\n  containerized
    network services in user-defined multi-PoP\r\n  topologies. The platform does
    not only allow network service developers to\r\n  locally test their services
    but also to connect real-world\r\n  management and orchestration solutions to
    the emulated PoPs. During our\r\n  interactive demonstration we focus on the integration
    between\r\n  the emulated infrastructure and state-of-the-art orchestration\r\n
    \ solutions like SONATA or OSM."
author:
- first_name: Manuel
  full_name: Peuster, Manuel
  id: '13271'
  last_name: Peuster
- first_name: 'Johannes '
  full_name: 'Kampmeyer, Johannes '
  last_name: Kampmeyer
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Peuster M, Kampmeyer J, Karl H. Containernet 2.0: A Rapid Prototyping Platform
    for Hybrid Service Function Chains. In: <i>4th IEEE International Conference on
    Network Softwarization (NetSoft 2018)</i>. Montreal. doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8459905">10.1109/NETSOFT.2018.8459905</a>'
  apa: 'Peuster, M., Kampmeyer, J., &#38; Karl, H. (n.d.). Containernet 2.0: A Rapid
    Prototyping Platform for Hybrid Service Function Chains. In <i>4th IEEE International
    Conference on Network Softwarization (NetSoft 2018)</i>. Montreal. <a href="https://doi.org/10.1109/NETSOFT.2018.8459905">https://doi.org/10.1109/NETSOFT.2018.8459905</a>'
  bibtex: '@inproceedings{Peuster_Kampmeyer_Karl, place={Montreal}, title={Containernet
    2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains}, DOI={<a
    href="https://doi.org/10.1109/NETSOFT.2018.8459905">10.1109/NETSOFT.2018.8459905</a>},
    booktitle={4th IEEE International Conference on Network Softwarization (NetSoft
    2018)}, author={Peuster, Manuel and Kampmeyer, Johannes  and Karl, Holger} }'
  chicago: 'Peuster, Manuel, Johannes  Kampmeyer, and Holger Karl. “Containernet 2.0:
    A Rapid Prototyping Platform for Hybrid Service Function Chains.” In <i>4th IEEE
    International Conference on Network Softwarization (NetSoft 2018)</i>. Montreal,
    n.d. <a href="https://doi.org/10.1109/NETSOFT.2018.8459905">https://doi.org/10.1109/NETSOFT.2018.8459905</a>.'
  ieee: 'M. Peuster, J. Kampmeyer, and H. Karl, “Containernet 2.0: A Rapid Prototyping
    Platform for Hybrid Service Function Chains,” in <i>4th IEEE International Conference
    on Network Softwarization (NetSoft 2018)</i>, Montreal.'
  mla: 'Peuster, Manuel, et al. “Containernet 2.0: A Rapid Prototyping Platform for
    Hybrid Service Function Chains.” <i>4th IEEE International Conference on Network
    Softwarization (NetSoft 2018)</i>, doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8459905">10.1109/NETSOFT.2018.8459905</a>.'
  short: 'M. Peuster, J. Kampmeyer, H. Karl, in: 4th IEEE International Conference
    on Network Softwarization (NetSoft 2018), Montreal, n.d.'
conference:
  end_date: 2018-06-29
  location: Montreal
  name: 4th IEEE International Conference on Network Softwarization (NetSoft 2018)
  start_date: 2018-06-25
date_created: 2018-06-25T12:24:19Z
date_updated: 2022-01-06T06:59:11Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/NETSOFT.2018.8459905
file:
- access_level: open_access
  content_type: application/pdf
  creator: peuster
  date_created: 2018-07-05T11:12:55Z
  date_updated: 2018-07-05T11:12:55Z
  file_id: '3429'
  file_name: main_ris.pdf
  file_size: 449513
  relation: main_file
file_date_updated: 2018-07-05T11:12:55Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/8459905/
oa: '1'
place: Montreal
project:
- _id: '28'
  grant_number: '761493'
  name: 5G Development and validation platform for global industry-specific network
    services and Apps
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: 4th IEEE International Conference on Network Softwarization (NetSoft
  2018)
publication_status: accepted
status: public
title: 'Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function
  Chains'
type: conference
urn: '33467'
user_id: '13271'
year: '2018'
...
---
_id: '3347'
abstract:
- lang: eng
  text: "Management and orchestration~(MANO) systems are the key components of future
    large-scale NFV environments. They will manage resources of hundreds or even thousands
    of NFV infrastructure installations, so called points of presence~(PoP). Such
    scenarios need to be automatically tested during the development phase of a MANO
    system. This task becomes very challenging because large-scale NFV testbeds are
    hard to maintain, too expensive, or simply not available.\r\n\r\nIn this paper,
    we present a multi-PoP NFV infrastructure emulation platform that enables automated,
    large-scale testing of MANO stacks. We show that our platform can easily emulate
    hundreds of PoPs on a single physical machine and reduces the setup time of a
    test PoP by a factor of 232x compared to a DevStack-based test PoP installation.
    Further, we present a case study in which we test ETSI's Open Source MANO~(OSM)
    against our proposed system  to gain insights about OSM's behaviour in large-scale
    NFV deployments."
author:
- first_name: Manuel
  full_name: Peuster, Manuel
  id: '13271'
  last_name: Peuster
- first_name: Michael
  full_name: Marchetti, Michael
  last_name: Marchetti
- first_name: Gerado
  full_name: Garcia de Blas, Gerado
  last_name: Garcia de Blas
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Peuster M, Marchetti M, Garcia de Blas G, Karl H. Emulation-based Smoke Testing
    of NFV Orchestrators in Large Multi-PoP Environments. In: <i>European Conference
    on Networks and Communications (EuCNC)</i>. Ljubljana. doi:<a href="https://doi.org/10.1109/EuCNC.2018.8442701">10.1109/EuCNC.2018.8442701</a>'
  apa: Peuster, M., Marchetti, M., Garcia de Blas, G., &#38; Karl, H. (n.d.). Emulation-based
    Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments. In <i>European
    Conference on Networks and Communications (EuCNC)</i>. Ljubljana. <a href="https://doi.org/10.1109/EuCNC.2018.8442701">https://doi.org/10.1109/EuCNC.2018.8442701</a>
  bibtex: '@inproceedings{Peuster_Marchetti_Garcia de Blas_Karl, place={Ljubljana},
    title={Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments},
    DOI={<a href="https://doi.org/10.1109/EuCNC.2018.8442701">10.1109/EuCNC.2018.8442701</a>},
    booktitle={European Conference on Networks and Communications (EuCNC)}, author={Peuster,
    Manuel and Marchetti, Michael and Garcia de Blas, Gerado and Karl, Holger} }'
  chicago: Peuster, Manuel, Michael Marchetti, Gerado Garcia de Blas, and Holger Karl.
    “Emulation-Based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments.”
    In <i>European Conference on Networks and Communications (EuCNC)</i>. Ljubljana,
    n.d. <a href="https://doi.org/10.1109/EuCNC.2018.8442701">https://doi.org/10.1109/EuCNC.2018.8442701</a>.
  ieee: M. Peuster, M. Marchetti, G. Garcia de Blas, and H. Karl, “Emulation-based
    Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments,” in <i>European
    Conference on Networks and Communications (EuCNC)</i>, Ljubljana.
  mla: Peuster, Manuel, et al. “Emulation-Based Smoke Testing of NFV Orchestrators
    in Large Multi-PoP Environments.” <i>European Conference on Networks and Communications
    (EuCNC)</i>, doi:<a href="https://doi.org/10.1109/EuCNC.2018.8442701">10.1109/EuCNC.2018.8442701</a>.
  short: 'M. Peuster, M. Marchetti, G. Garcia de Blas, H. Karl, in: European Conference
    on Networks and Communications (EuCNC), Ljubljana, n.d.'
conference:
  location: Ljubljana
  name: European Conference on Networks and Communications (EuCNC)
date_created: 2018-06-25T12:27:59Z
date_updated: 2022-01-06T06:59:12Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/EuCNC.2018.8442701
file:
- access_level: open_access
  content_type: application/pdf
  creator: peuster
  date_created: 2018-07-05T11:13:29Z
  date_updated: 2018-07-05T11:13:29Z
  file_id: '3430'
  file_name: main_ris.pdf
  file_size: 713495
  relation: main_file
file_date_updated: 2018-07-05T11:13:29Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/8442701/
oa: '1'
place: Ljubljana
project:
- _id: '28'
  grant_number: '761493'
  name: 5G Development and validation platform for global industry-specific network
    services and Apps
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: European Conference on Networks and Communications (EuCNC)
publication_status: accepted
status: public
title: Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments
type: conference
urn: '33477'
user_id: '13271'
year: '2018'
...
---
_id: '3362'
abstract:
- lang: eng
  text: Profiling applications on a heterogeneous compute node is challenging since
    the way to retrieve data from the resources and interpret them varies between
    resource types and manufacturers. This holds especially true for measuring the
    energy consumption. In this paper we present Ampehre, a novel open source measurement
    framework that allows developers to gather comparable measurements from heterogeneous
    compute nodes, e.g., nodes comprising CPU, GPU, and FPGA. We explain the architecture
    of Ampehre and detail the measurement process on the example of energy measurements
    on CPU and GPU. To characterize the probing effect, we quantitatively analyze
    the trade-off between the accuracy of measurements and the CPU load imposed by
    Ampehre. Based on this analysis, we are able to specify reasonable combinations
    of sampling periods for the different resource types of a compute node.
author:
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Alex
  full_name: Wiens, Alex
  last_name: Wiens
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Lösch A, Wiens A, Platzner M. Ampehre: An Open Source Measurement Framework
    for Heterogeneous Compute Nodes. In: <i>Proceedings of the International Conference
    on Architecture of Computing Systems (ARCS)</i>. Vol 10793. Lecture Notes in Computer
    Science. Cham: Springer International Publishing; 2018:73-84. doi:<a href="https://doi.org/10.1007/978-3-319-77610-1_6">10.1007/978-3-319-77610-1_6</a>'
  apa: 'Lösch, A., Wiens, A., &#38; Platzner, M. (2018). Ampehre: An Open Source Measurement
    Framework for Heterogeneous Compute Nodes. In <i>Proceedings of the International
    Conference on Architecture of Computing Systems (ARCS)</i> (Vol. 10793, pp. 73–84).
    Cham: Springer International Publishing. <a href="https://doi.org/10.1007/978-3-319-77610-1_6">https://doi.org/10.1007/978-3-319-77610-1_6</a>'
  bibtex: '@inproceedings{Lösch_Wiens_Platzner_2018, place={Cham}, series={Lecture
    Notes in Computer Science}, title={Ampehre: An Open Source Measurement Framework
    for Heterogeneous Compute Nodes}, volume={10793}, DOI={<a href="https://doi.org/10.1007/978-3-319-77610-1_6">10.1007/978-3-319-77610-1_6</a>},
    booktitle={Proceedings of the International Conference on Architecture of Computing
    Systems (ARCS)}, publisher={Springer International Publishing}, author={Lösch,
    Achim and Wiens, Alex and Platzner, Marco}, year={2018}, pages={73–84}, collection={Lecture
    Notes in Computer Science} }'
  chicago: 'Lösch, Achim, Alex Wiens, and Marco Platzner. “Ampehre: An Open Source
    Measurement Framework for Heterogeneous Compute Nodes.” In <i>Proceedings of the
    International Conference on Architecture of Computing Systems (ARCS)</i>, 10793:73–84.
    Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018.
    <a href="https://doi.org/10.1007/978-3-319-77610-1_6">https://doi.org/10.1007/978-3-319-77610-1_6</a>.'
  ieee: 'A. Lösch, A. Wiens, and M. Platzner, “Ampehre: An Open Source Measurement
    Framework for Heterogeneous Compute Nodes,” in <i>Proceedings of the International
    Conference on Architecture of Computing Systems (ARCS)</i>, 2018, vol. 10793,
    pp. 73–84.'
  mla: 'Lösch, Achim, et al. “Ampehre: An Open Source Measurement Framework for Heterogeneous
    Compute Nodes.” <i>Proceedings of the International Conference on Architecture
    of Computing Systems (ARCS)</i>, vol. 10793, Springer International Publishing,
    2018, pp. 73–84, doi:<a href="https://doi.org/10.1007/978-3-319-77610-1_6">10.1007/978-3-319-77610-1_6</a>.'
  short: 'A. Lösch, A. Wiens, M. Platzner, in: Proceedings of the International Conference
    on Architecture of Computing Systems (ARCS), Springer International Publishing,
    Cham, 2018, pp. 73–84.'
date_created: 2018-06-26T13:47:52Z
date_updated: 2022-01-06T06:59:13Z
ddc:
- '040'
department:
- _id: '78'
doi: 10.1007/978-3-319-77610-1_6
file:
- access_level: closed
  content_type: application/pdf
  creator: aloesch
  date_created: 2018-06-26T13:58:28Z
  date_updated: 2018-06-26T13:58:28Z
  file_id: '3363'
  file_name: loesch2017_arcs.pdf
  file_size: 1114026
  relation: main_file
  success: 1
file_date_updated: 2018-06-26T13:58:28Z
has_accepted_license: '1'
intvolume: '     10793'
page: 73-84
place: Cham
project:
- _id: '14'
  name: SFB 901 - Subproject C2
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '1'
  name: SFB 901
publication: Proceedings of the International Conference on Architecture of Computing
  Systems (ARCS)
publication_identifier:
  isbn:
  - '9783319776095'
  - '9783319776101'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: 'Ampehre: An Open Source Measurement Framework for Heterogeneous Compute Nodes'
type: conference
user_id: '477'
volume: 10793
year: '2018'
...
---
_id: '3365'
author:
- first_name: Jan-Philip
  full_name: Schnuer, Jan-Philip
  last_name: Schnuer
citation:
  ama: Schnuer J-P. <i>Static Scheduling Algorithms for Heterogeneous Compute Nodes</i>.
    Universität Paderborn; 2018.
  apa: Schnuer, J.-P. (2018). <i>Static Scheduling Algorithms for Heterogeneous Compute
    Nodes</i>. Universität Paderborn.
  bibtex: '@book{Schnuer_2018, title={Static Scheduling Algorithms for Heterogeneous
    Compute Nodes}, publisher={Universität Paderborn}, author={Schnuer, Jan-Philip},
    year={2018} }'
  chicago: Schnuer, Jan-Philip. <i>Static Scheduling Algorithms for Heterogeneous
    Compute Nodes</i>. Universität Paderborn, 2018.
  ieee: J.-P. Schnuer, <i>Static Scheduling Algorithms for Heterogeneous Compute Nodes</i>.
    Universität Paderborn, 2018.
  mla: Schnuer, Jan-Philip. <i>Static Scheduling Algorithms for Heterogeneous Compute
    Nodes</i>. Universität Paderborn, 2018.
  short: J.-P. Schnuer, Static Scheduling Algorithms for Heterogeneous Compute Nodes,
    Universität Paderborn, 2018.
date_created: 2018-06-26T14:10:18Z
date_updated: 2022-01-06T06:59:13Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '14'
  name: SFB 901 - Subproject C2
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
title: Static Scheduling Algorithms for Heterogeneous Compute Nodes
type: bachelorsthesis
user_id: '477'
year: '2018'
...
---
_id: '3366'
author:
- first_name: Marcel
  full_name: Croce, Marcel
  last_name: Croce
citation:
  ama: Croce M. <i>Evaluation of OpenCL-Based Compilation for FPGAs</i>. Universität
    Paderborn; 2018.
  apa: Croce, M. (2018). <i>Evaluation of OpenCL-based Compilation for FPGAs</i>.
    Universität Paderborn.
  bibtex: '@book{Croce_2018, title={Evaluation of OpenCL-based Compilation for FPGAs},
    publisher={Universität Paderborn}, author={Croce, Marcel}, year={2018} }'
  chicago: Croce, Marcel. <i>Evaluation of OpenCL-Based Compilation for FPGAs</i>.
    Universität Paderborn, 2018.
  ieee: M. Croce, <i>Evaluation of OpenCL-based Compilation for FPGAs</i>. Universität
    Paderborn, 2018.
  mla: Croce, Marcel. <i>Evaluation of OpenCL-Based Compilation for FPGAs</i>. Universität
    Paderborn, 2018.
  short: M. Croce, Evaluation of OpenCL-Based Compilation for FPGAs, Universität Paderborn,
    2018.
date_created: 2018-06-26T14:12:00Z
date_updated: 2022-01-06T06:59:13Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '14'
  name: SFB 901 - Subproject C2
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
title: Evaluation of OpenCL-based Compilation for FPGAs
type: bachelorsthesis
user_id: '477'
year: '2018'
...
---
_id: '3373'
abstract:
- lang: eng
  text: Modern Boolean satisfiability solvers can emit proofs of unsatisfiability.
    There is substantial interest in being able to verify such proofs and also in
    using them for further computations. In this paper, we present an FPGA accelerator
    for checking resolution proofs, a popular proof format. Our accelerator exploits
    parallelism at the low level by implementing the basic resolution step in hardware,
    and at the high level by instantiating a number of parallel modules for proof
    checking. Since proof checking involves highly irregular memory accesses, we employ
    Hybrid Memory Cube technology for accelerator memory. The results show that while
    the accelerator is scalable and achieves speedups for all benchmark proofs, performance
    improvements are currently limited by the overhead of transitioning the proof
    into the accelerator memory.
author:
- first_name: Tim
  full_name: Hansmeier, Tim
  id: '49992'
  last_name: Hansmeier
  orcid: 0000-0003-1377-3339
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: David
  full_name: Andrews, David
  last_name: Andrews
citation:
  ama: 'Hansmeier T, Platzner M, Andrews D. An FPGA/HMC-Based Accelerator for Resolution
    Proof Checking. In: <i>ARC 2018: Applied Reconfigurable Computing. Architectures,
    Tools, and Applications</i>. Vol 10824. Lecture Notes in Computer Science. Springer
    International Publishing; 2018:153-165. doi:<a href="https://doi.org/10.1007/978-3-319-78890-6_13">10.1007/978-3-319-78890-6_13</a>'
  apa: 'Hansmeier, T., Platzner, M., &#38; Andrews, D. (2018). An FPGA/HMC-Based Accelerator
    for Resolution Proof Checking. In <i>ARC 2018: Applied Reconfigurable Computing.
    Architectures, Tools, and Applications</i> (Vol. 10824, pp. 153–165). Santorini,
    Greece: Springer International Publishing. <a href="https://doi.org/10.1007/978-3-319-78890-6_13">https://doi.org/10.1007/978-3-319-78890-6_13</a>'
  bibtex: '@inproceedings{Hansmeier_Platzner_Andrews_2018, series={Lecture Notes in
    Computer Science}, title={An FPGA/HMC-Based Accelerator for Resolution Proof Checking},
    volume={10824}, DOI={<a href="https://doi.org/10.1007/978-3-319-78890-6_13">10.1007/978-3-319-78890-6_13</a>},
    booktitle={ARC 2018: Applied Reconfigurable Computing. Architectures, Tools, and
    Applications}, publisher={Springer International Publishing}, author={Hansmeier,
    Tim and Platzner, Marco and Andrews, David}, year={2018}, pages={153–165}, collection={Lecture
    Notes in Computer Science} }'
  chicago: 'Hansmeier, Tim, Marco Platzner, and David Andrews. “An FPGA/HMC-Based
    Accelerator for Resolution Proof Checking.” In <i>ARC 2018: Applied Reconfigurable
    Computing. Architectures, Tools, and Applications</i>, 10824:153–65. Lecture Notes
    in Computer Science. Springer International Publishing, 2018. <a href="https://doi.org/10.1007/978-3-319-78890-6_13">https://doi.org/10.1007/978-3-319-78890-6_13</a>.'
  ieee: 'T. Hansmeier, M. Platzner, and D. Andrews, “An FPGA/HMC-Based Accelerator
    for Resolution Proof Checking,” in <i>ARC 2018: Applied Reconfigurable Computing.
    Architectures, Tools, and Applications</i>, Santorini, Greece, 2018, vol. 10824,
    pp. 153–165.'
  mla: 'Hansmeier, Tim, et al. “An FPGA/HMC-Based Accelerator for Resolution Proof
    Checking.” <i>ARC 2018: Applied Reconfigurable Computing. Architectures, Tools,
    and Applications</i>, vol. 10824, Springer International Publishing, 2018, pp.
    153–65, doi:<a href="https://doi.org/10.1007/978-3-319-78890-6_13">10.1007/978-3-319-78890-6_13</a>.'
  short: 'T. Hansmeier, M. Platzner, D. Andrews, in: ARC 2018: Applied Reconfigurable
    Computing. Architectures, Tools, and Applications, Springer International Publishing,
    2018, pp. 153–165.'
conference:
  end_date: 2018-05-04
  location: Santorini, Greece
  name: 'ARC: International Symposium on Applied Reconfigurable Computing'
  start_date: 2018-05-02
date_created: 2018-06-27T09:30:24Z
date_updated: 2022-01-06T06:59:13Z
ddc:
- '000'
department:
- _id: '78'
doi: 10.1007/978-3-319-78890-6_13
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T13:55:07Z
  date_updated: 2018-11-02T13:55:07Z
  file_id: '5257'
  file_name: AnFPGAHMC-BasedAcceleratorForR.pdf
  file_size: 612367
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T13:55:07Z
has_accepted_license: '1'
intvolume: '     10824'
language:
- iso: eng
page: 153-165
project:
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
publication: 'ARC 2018: Applied Reconfigurable Computing. Architectures, Tools, and
  Applications'
publication_identifier:
  isbn:
  - '9783319788890'
  - '9783319788906'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: An FPGA/HMC-Based Accelerator for Resolution Proof Checking
type: conference
user_id: '3118'
volume: 10824
year: '2018'
...
---
_id: '3402'
abstract:
- lang: eng
  text: In machine learning, so-called nested dichotomies are utilized as a reduction
    technique, i.e., to decompose a multi-class classification problem into a set
    of binary problems, which are solved using a simple binary classifier as a base
    learner. The performance of the (multi-class) classifier thus produced strongly
    depends on the structure of the decomposition. In this paper, we conduct an empirical
    study, in which we compare existing heuristics for selecting a suitable structure
    in the form of a nested dichotomy. Moreover, we propose two additional heuristics
    as natural completions. One of them is the Best-of-K heuristic, which picks the
    (presumably) best among K randomly generated nested dichotomies. Surprisingly,
    and in spite of its simplicity, it turns out to outperform the state of the art.
author:
- first_name: Vitalik
  full_name: Melnikov, Vitalik
  last_name: Melnikov
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Melnikov V, Hüllermeier E. On the effectiveness of heuristics for learning
    nested dichotomies: an empirical analysis. <i>Machine Learning</i>. 2018. doi:<a
    href="https://doi.org/10.1007/s10994-018-5733-1">10.1007/s10994-018-5733-1</a>'
  apa: 'Melnikov, V., &#38; Hüllermeier, E. (2018). On the effectiveness of heuristics
    for learning nested dichotomies: an empirical analysis. <i>Machine Learning</i>.
    <a href="https://doi.org/10.1007/s10994-018-5733-1">https://doi.org/10.1007/s10994-018-5733-1</a>'
  bibtex: '@article{Melnikov_Hüllermeier_2018, title={On the effectiveness of heuristics
    for learning nested dichotomies: an empirical analysis}, DOI={<a href="https://doi.org/10.1007/s10994-018-5733-1">10.1007/s10994-018-5733-1</a>},
    journal={Machine Learning}, author={Melnikov, Vitalik and Hüllermeier, Eyke},
    year={2018} }'
  chicago: 'Melnikov, Vitalik, and Eyke Hüllermeier. “On the Effectiveness of Heuristics
    for Learning Nested Dichotomies: An Empirical Analysis.” <i>Machine Learning</i>,
    2018. <a href="https://doi.org/10.1007/s10994-018-5733-1">https://doi.org/10.1007/s10994-018-5733-1</a>.'
  ieee: 'V. Melnikov and E. Hüllermeier, “On the effectiveness of heuristics for learning
    nested dichotomies: an empirical analysis,” <i>Machine Learning</i>, 2018.'
  mla: 'Melnikov, Vitalik, and Eyke Hüllermeier. “On the Effectiveness of Heuristics
    for Learning Nested Dichotomies: An Empirical Analysis.” <i>Machine Learning</i>,
    2018, doi:<a href="https://doi.org/10.1007/s10994-018-5733-1">10.1007/s10994-018-5733-1</a>.'
  short: V. Melnikov, E. Hüllermeier, Machine Learning (2018).
date_created: 2018-06-29T07:44:26Z
date_updated: 2022-01-06T06:59:14Z
ddc:
- '000'
department:
- _id: '355'
doi: 10.1007/s10994-018-5733-1
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:30:57Z
  date_updated: 2018-11-02T15:30:57Z
  file_id: '5305'
  file_name: OnTheEffectivenessOfHeuristics.pdf
  file_size: 1482882
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:30:57Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '11'
  name: SFB 901 - Subproject B3
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '1'
  name: SFB 901
publication: Machine Learning
publication_identifier:
  issn:
  - 1573-0565
status: public
title: 'On the effectiveness of heuristics for learning nested dichotomies: an empirical
  analysis'
type: journal_article
user_id: '15504'
year: '2018'
...
---
_id: '3414'
abstract:
- lang: eng
  text: "Over the years, Design by Contract (DbC) has evolved as a\r\npowerful concept
    for program documentation, testing, and verification.\r\nContracts formally specify
    assertions on (mostly) object-oriented programs:\r\npre- and postconditions of
    methods, class invariants, allowed call\r\norders, etc. Missing in the long list
    of properties specifiable by contracts\r\nare, however, method correlations: DbC
    languages fall short on stating\r\nassertions relating methods.\r\nIn this paper,
    we propose the novel concept of inter-method contract,\r\nallowing precisely for
    expressing method correlations.We present JMC as\r\na language for specifying
    and JMCTest as a tool for dynamically checking\r\ninter-method contracts on Java
    programs. JMCTest fully automatically\r\ngenerates objects on which the contracted
    methods are called and\r\nthe validity of the contract is checked. Using JMCTest,
    we detected\r\nthat large Java code bases (e.g. JBoss, Java RT) frequently violate
    standard\r\ninter-method contracts. In comparison to other verification tools\r\ninspecting
    (some) inter-method contracts, JMCTest can find bugs that\r\nremain undetected
    by those tools."
author:
- first_name: Paul
  full_name: Börding, Paul
  last_name: Börding
- first_name: Jan Frederik
  full_name: Haltermann, Jan Frederik
  id: '44413'
  last_name: Haltermann
- first_name: Marie-Christine
  full_name: Jakobs, Marie-Christine
  last_name: Jakobs
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Börding P, Haltermann JF, Jakobs M-C, Wehrheim H. JMCTest: Automatically Testing
    Inter-Method Contracts in Java. In: <i>Proceedings of the IFIP International Conference
    on Testing Software and Systems (ICTSS 2018)</i>. Vol 11146. Lecture Notes in
    Computer Science. Springer; 2018:39--55.'
  apa: 'Börding, P., Haltermann, J. F., Jakobs, M.-C., &#38; Wehrheim, H. (2018).
    JMCTest: Automatically Testing Inter-Method Contracts in Java. In <i>Proceedings
    of the IFIP International Conference on Testing Software and Systems (ICTSS 2018)</i>
    (Vol. 11146, pp. 39--55). Cádiz, Spain: Springer.'
  bibtex: '@inproceedings{Börding_Haltermann_Jakobs_Wehrheim_2018, series={Lecture
    Notes in Computer Science}, title={JMCTest: Automatically Testing Inter-Method
    Contracts in Java}, volume={11146}, booktitle={Proceedings of the IFIP International
    Conference on Testing Software and Systems (ICTSS 2018)}, publisher={Springer},
    author={Börding, Paul and Haltermann, Jan Frederik and Jakobs, Marie-Christine
    and Wehrheim, Heike}, year={2018}, pages={39--55}, collection={Lecture Notes in
    Computer Science} }'
  chicago: 'Börding, Paul, Jan Frederik Haltermann, Marie-Christine Jakobs, and Heike
    Wehrheim. “JMCTest: Automatically Testing Inter-Method Contracts in Java.” In
    <i>Proceedings of the IFIP International Conference on Testing Software and Systems
    (ICTSS 2018)</i>, 11146:39--55. Lecture Notes in Computer Science. Springer, 2018.'
  ieee: 'P. Börding, J. F. Haltermann, M.-C. Jakobs, and H. Wehrheim, “JMCTest: Automatically
    Testing Inter-Method Contracts in Java,” in <i>Proceedings of the IFIP International
    Conference on Testing Software and Systems (ICTSS 2018)</i>, Cádiz, Spain, 2018,
    vol. 11146, pp. 39--55.'
  mla: 'Börding, Paul, et al. “JMCTest: Automatically Testing Inter-Method Contracts
    in Java.” <i>Proceedings of the IFIP International Conference on Testing Software
    and Systems (ICTSS 2018)</i>, vol. 11146, Springer, 2018, pp. 39--55.'
  short: 'P. Börding, J.F. Haltermann, M.-C. Jakobs, H. Wehrheim, in: Proceedings
    of the IFIP International Conference on Testing Software and Systems (ICTSS 2018),
    Springer, 2018, pp. 39--55.'
conference:
  end_date: 2018-10-03
  location: Cádiz, Spain
  name: IFIP International Conference on Testing Software and Systems
  start_date: 2018-10-01
date_created: 2018-07-02T09:06:56Z
date_updated: 2022-01-06T06:59:15Z
ddc:
- '006'
department:
- _id: '7'
- _id: '77'
file:
- access_level: closed
  content_type: application/pdf
  creator: schlatt
  date_created: 2018-11-21T09:35:35Z
  date_updated: 2018-11-21T09:35:35Z
  file_id: '5770'
  file_name: Börding2018_Chapter_JMCTestAutomaticallyTestingInt.pdf
  file_size: 574386
  relation: main_file
  success: 1
file_date_updated: 2018-11-21T09:35:35Z
has_accepted_license: '1'
intvolume: '     11146'
language:
- iso: eng
page: 39--55
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '11'
  name: SFB 901 - Subproject B3
publication: Proceedings of the IFIP International Conference on Testing Software
  and Systems (ICTSS 2018)
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: 'JMCTest: Automatically Testing Inter-Method Contracts in Java'
type: conference
user_id: '29719'
volume: 11146
year: '2018'
...
---
_id: '3422'
abstract:
- lang: eng
  text: "We study the consensus problem in a synchronous distributed system of n nodes
    under an adaptive adversary that has a slightly outdated view of the system and
    can block all incoming and outgoing communication of a constant fraction of the
    nodes in each round. Motivated by a result of Ben-Or and Bar-Joseph (1998), showing
    that any consensus algorithm that is resilient against a linear number of crash
    faults requires $\\tilde \\Omega(\\sqrt n)$ rounds in an n-node network against
    an adaptive adversary, we consider a late adaptive adversary, who has full knowledge
    of the network state at the beginning of the previous round and unlimited computational
    power, but is oblivious to the current state of the nodes. \r\n\r\nOur main contributions
    are randomized distributed algorithms that achieve consensus with high probability
    among all except a small constant fraction of the nodes (i.e., \"almost-everywhere'')
    against a late adaptive adversary who can block up to ε n$ nodes in each round,
    for a small constant ε >0$. Our first protocol achieves binary almost-everywhere
    consensus and also guarantees a decision on the majority input value, thus ensuring
    plurality consensus. We also present an algorithm that achieves the same time
    complexity for multi-value consensus. Both of our algorithms succeed in $O(log
    n)$ rounds with high probability, thus showing an exponential gap to the $\\tilde\\Omega(\\sqrt
    n)$ lower bound of Ben-Or and Bar-Joseph for strongly adaptive crash-failure adversaries,
    which can be strengthened to $\\Omega(n)$ when allowing the adversary to block
    nodes instead of permanently crashing them. Our algorithms are scalable to large
    systems as each node contacts only an (amortized) constant number of peers in
    each communication round. We show that our algorithms are optimal up to constant
    (resp.\\ sub-logarithmic) factors by proving that every almost-everywhere consensus
    protocol takes $\\Omega(log_d n)$ rounds in the worst case, where d is an upper
    bound on the number of communication requests initiated per node in each round.
    We complement our theoretical results with an experimental evaluation of the binary
    almost-everywhere consensus protocol revealing a short convergence time even against
    an adversary blocking a large fraction of nodes."
author:
- first_name: Peter
  full_name: Robinson, Peter
  last_name: Robinson
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Alexander
  full_name: Setzer, Alexander
  id: '11108'
  last_name: Setzer
citation:
  ama: 'Robinson P, Scheideler C, Setzer A. Breaking the $\tilde\Omega(\sqrt{n})$
    Barrier: Fast Consensus under a Late Adversary. In: <i>Proceedings of the 30th
    ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>. doi:<a
    href="https://doi.org/10.1145/3210377.3210399">10.1145/3210377.3210399</a>'
  apa: 'Robinson, P., Scheideler, C., &#38; Setzer, A. (n.d.). Breaking the $\tilde\Omega(\sqrt{n})$
    Barrier: Fast Consensus under a Late Adversary. In <i>Proceedings of the 30th
    ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>. Wien.
    <a href="https://doi.org/10.1145/3210377.3210399">https://doi.org/10.1145/3210377.3210399</a>'
  bibtex: '@inproceedings{Robinson_Scheideler_Setzer, title={Breaking the $\tilde\Omega(\sqrt{n})$
    Barrier: Fast Consensus under a Late Adversary}, DOI={<a href="https://doi.org/10.1145/3210377.3210399">10.1145/3210377.3210399</a>},
    booktitle={Proceedings of the 30th ACM Symposium on Parallelism in Algorithms
    and Architectures (SPAA)}, author={Robinson, Peter and Scheideler, Christian and
    Setzer, Alexander} }'
  chicago: 'Robinson, Peter, Christian Scheideler, and Alexander Setzer. “Breaking
    the $\tilde\Omega(\sqrt{n})$ Barrier: Fast Consensus under a Late Adversary.”
    In <i>Proceedings of the 30th ACM Symposium on Parallelism in Algorithms and Architectures
    (SPAA)</i>, n.d. <a href="https://doi.org/10.1145/3210377.3210399">https://doi.org/10.1145/3210377.3210399</a>.'
  ieee: 'P. Robinson, C. Scheideler, and A. Setzer, “Breaking the $\tilde\Omega(\sqrt{n})$
    Barrier: Fast Consensus under a Late Adversary,” in <i>Proceedings of the 30th
    ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>, Wien.'
  mla: 'Robinson, Peter, et al. “Breaking the $\tilde\Omega(\sqrt{n})$ Barrier: Fast
    Consensus under a Late Adversary.” <i>Proceedings of the 30th ACM Symposium on
    Parallelism in Algorithms and Architectures (SPAA)</i>, doi:<a href="https://doi.org/10.1145/3210377.3210399">10.1145/3210377.3210399</a>.'
  short: 'P. Robinson, C. Scheideler, A. Setzer, in: Proceedings of the 30th ACM Symposium
    on Parallelism in Algorithms and Architectures (SPAA), n.d.'
conference:
  end_date: 2018-07-18
  location: Wien
  name: 30th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)
  start_date: 2018-07-16
date_created: 2018-07-04T08:55:45Z
date_updated: 2022-01-06T06:59:16Z
ddc:
- '040'
department:
- _id: '79'
- _id: '34'
- _id: '7'
doi: 10.1145/3210377.3210399
file:
- access_level: closed
  content_type: application/pdf
  creator: asetzer
  date_created: 2018-10-31T13:30:40Z
  date_updated: 2018-10-31T13:30:40Z
  file_id: '5215'
  file_name: p173-robinson.pdf
  file_size: 1675407
  relation: main_file
  success: 1
file_date_updated: 2018-10-31T13:30:40Z
has_accepted_license: '1'
keyword:
- distributed consensus
- randomized algorithm
- adaptive adversary
- complexity lower bound
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
publication: Proceedings of the 30th ACM Symposium on Parallelism in Algorithms and
  Architectures (SPAA)
publication_identifier:
  isbn:
  - 978-1-4503-5799-9/18/07
publication_status: accepted
status: public
title: 'Breaking the $\tilde\Omega(\sqrt{n})$ Barrier: Fast Consensus under a Late
  Adversary'
type: conference
user_id: '11108'
year: '2018'
...
---
_id: '3510'
abstract:
- lang: eng
  text: Automated machine learning (AutoML) seeks to automatically select, compose,
    and parametrize machine learning algorithms, so as to achieve optimal performance
    on a given task (dataset). Although current approaches to AutoML have already
    produced impressive results, the field is still far from mature, and new techniques
    are still being developed. In this paper, we present ML-Plan, a new approach to
    AutoML based on hierarchical planning. To highlight the potential of this approach,
    we compare ML-Plan to the state-of-the-art frameworks Auto-WEKA, auto-sklearn,
    and TPOT. In an extensive series of experiments, we show that ML-Plan is highly
    competitive and often outperforms existing approaches.
article_type: original
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- 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: 'Mohr F, Wever MD, Hüllermeier E. ML-Plan: Automated Machine Learning via Hierarchical
    Planning. <i>Machine Learning</i>. Published online 2018:1495-1515. doi:<a href="https://doi.org/10.1007/s10994-018-5735-z">10.1007/s10994-018-5735-z</a>'
  apa: 'Mohr, F., Wever, M. D., &#38; Hüllermeier, E. (2018). ML-Plan: Automated Machine
    Learning via Hierarchical Planning. <i>Machine Learning</i>, 1495–1515. <a href="https://doi.org/10.1007/s10994-018-5735-z">https://doi.org/10.1007/s10994-018-5735-z</a>'
  bibtex: '@article{Mohr_Wever_Hüllermeier_2018, title={ML-Plan: Automated Machine
    Learning via Hierarchical Planning}, DOI={<a href="https://doi.org/10.1007/s10994-018-5735-z">10.1007/s10994-018-5735-z</a>},
    journal={Machine Learning}, publisher={Springer}, author={Mohr, Felix and Wever,
    Marcel Dominik and Hüllermeier, Eyke}, year={2018}, pages={1495–1515} }'
  chicago: 'Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “ML-Plan: Automated
    Machine Learning via Hierarchical Planning.” <i>Machine Learning</i>, 2018, 1495–1515.
    <a href="https://doi.org/10.1007/s10994-018-5735-z">https://doi.org/10.1007/s10994-018-5735-z</a>.'
  ieee: 'F. Mohr, M. D. Wever, and E. Hüllermeier, “ML-Plan: Automated Machine Learning
    via Hierarchical Planning,” <i>Machine Learning</i>, pp. 1495–1515, 2018, doi:
    <a href="https://doi.org/10.1007/s10994-018-5735-z">10.1007/s10994-018-5735-z</a>.'
  mla: 'Mohr, Felix, et al. “ML-Plan: Automated Machine Learning via Hierarchical
    Planning.” <i>Machine Learning</i>, Springer, 2018, pp. 1495–515, doi:<a href="https://doi.org/10.1007/s10994-018-5735-z">10.1007/s10994-018-5735-z</a>.'
  short: F. Mohr, M.D. Wever, E. Hüllermeier, Machine Learning (2018) 1495–1515.
conference:
  end_date: 2018-09-14
  location: Dublin, Ireland
  name: European Conference on Machine Learning and Principles and Practice of Knowledge
    Discovery in Databases
  start_date: 2018-09-10
date_created: 2018-07-08T14:06:14Z
date_updated: 2022-01-06T06:59:21Z
ddc:
- '000'
department:
- _id: '355'
- _id: '34'
- _id: '7'
- _id: '26'
doi: 10.1007/s10994-018-5735-z
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:32:16Z
  date_updated: 2018-11-02T15:32:16Z
  file_id: '5306'
  file_name: ML-PlanAutomatedMachineLearnin.pdf
  file_size: 1070937
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:32:16Z
has_accepted_license: '1'
keyword:
- AutoML
- Hierarchical Planning
- HTN planning
- ML-Plan
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://rdcu.be/3Nc2
oa: '1'
page: 1495-1515
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Machine Learning
publication_identifier:
  eissn:
  - 1573-0565
  issn:
  - 0885-6125
publication_status: epub_ahead
publisher: Springer
status: public
title: 'ML-Plan: Automated Machine Learning via Hierarchical Planning'
type: journal_article
user_id: '5786'
year: '2018'
...
---
_id: '3550'
abstract:
- lang: eng
  text: Nowadays companies like Apple create ecosystems of third- party providers
    and users around their software platforms. Often online stores like Apple App
    Store are created to directly market third-party solutions. We call such ecosystems
    store-oriented software ecosystems. While the architecture of these ecosystems
    is mainly derived from busi- ness decisions of their owners, ecosystems with greatly
    different archi- tectural designs have been created. This diversity makes it challenging
    for future ecosystem providers to understand which architectural design is suitable
    to fulfill certain business decisions. In turn, opening a plat- form becomes risky
    while endangering intellectual property or scarifying quality of services. In
    this paper, we identify three main design options of store-oriented software ecosystems
    by classifying existing ecosystems based on similarities in their business decisions.
    We elaborate on the design options, discuss their main contributions, and provide
    exemplary ecosystems. Our work provides aspiring ecosystem providers with the
    reusable knowledge of existing ecosystems and helps them to take more informed
    architectural decisions and reduce risks in future.
author:
- first_name: Bahar
  full_name: Jazayeri, Bahar
  id: '36399'
  last_name: Jazayeri
- first_name: Olaf
  full_name: Zimmermann, Olaf
  last_name: Zimmermann
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
- first_name: Jochen
  full_name: Küster, Jochen
  last_name: Küster
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
- first_name: Daniel
  full_name: Szopinski, Daniel
  id: '36372'
  last_name: Szopinski
citation:
  ama: 'Jazayeri B, Zimmermann O, Engels G, Küster J, Kundisch D, Szopinski D. Design
    Options of Store-Oriented Software Ecosystems: An Investigation of Business Decisions.
    In: <i>Proceeding of International Symposium on Business Modeling and Software
    Design</i>. Vol 319. Lecture Notes in Business Information Processing (LNBIP).
    Wien, Austria: Springer; 2018:390-400. doi:<a href="https://doi.org/10.1007/978-3-319-94214-8_30">10.1007/978-3-319-94214-8_30</a>'
  apa: 'Jazayeri, B., Zimmermann, O., Engels, G., Küster, J., Kundisch, D., &#38;
    Szopinski, D. (2018). Design Options of Store-Oriented Software Ecosystems: An
    Investigation of Business Decisions. In <i>Proceeding of International Symposium
    on Business Modeling and Software Design</i> (Vol. 319, pp. 390–400). Wien, Austria:
    Springer. <a href="https://doi.org/10.1007/978-3-319-94214-8_30">https://doi.org/10.1007/978-3-319-94214-8_30</a>'
  bibtex: '@inproceedings{Jazayeri_Zimmermann_Engels_Küster_Kundisch_Szopinski_2018,
    place={Wien, Austria}, series={Lecture Notes in Business Information Processing
    (LNBIP)}, title={Design Options of Store-Oriented Software Ecosystems: An Investigation
    of Business Decisions}, volume={319}, DOI={<a href="https://doi.org/10.1007/978-3-319-94214-8_30">10.1007/978-3-319-94214-8_30</a>},
    booktitle={Proceeding of International Symposium on Business Modeling and Software
    Design}, publisher={Springer}, author={Jazayeri, Bahar and Zimmermann, Olaf and
    Engels, Gregor and Küster, Jochen and Kundisch, Dennis and Szopinski, Daniel},
    year={2018}, pages={390–400}, collection={Lecture Notes in Business Information
    Processing (LNBIP)} }'
  chicago: 'Jazayeri, Bahar, Olaf Zimmermann, Gregor Engels, Jochen Küster, Dennis
    Kundisch, and Daniel Szopinski. “Design Options of Store-Oriented Software Ecosystems:
    An Investigation of Business Decisions.” In <i>Proceeding of International Symposium
    on Business Modeling and Software Design</i>, 319:390–400. Lecture Notes in Business
    Information Processing (LNBIP). Wien, Austria: Springer, 2018. <a href="https://doi.org/10.1007/978-3-319-94214-8_30">https://doi.org/10.1007/978-3-319-94214-8_30</a>.'
  ieee: 'B. Jazayeri, O. Zimmermann, G. Engels, J. Küster, D. Kundisch, and D. Szopinski,
    “Design Options of Store-Oriented Software Ecosystems: An Investigation of Business
    Decisions,” in <i>Proceeding of International Symposium on Business Modeling and
    Software Design</i>, 2018, vol. 319, pp. 390–400.'
  mla: 'Jazayeri, Bahar, et al. “Design Options of Store-Oriented Software Ecosystems:
    An Investigation of Business Decisions.” <i>Proceeding of International Symposium
    on Business Modeling and Software Design</i>, vol. 319, Springer, 2018, pp. 390–400,
    doi:<a href="https://doi.org/10.1007/978-3-319-94214-8_30">10.1007/978-3-319-94214-8_30</a>.'
  short: 'B. Jazayeri, O. Zimmermann, G. Engels, J. Küster, D. Kundisch, D. Szopinski,
    in: Proceeding of International Symposium on Business Modeling and Software Design,
    Springer, Wien, Austria, 2018, pp. 390–400.'
date_created: 2018-07-12T10:59:16Z
date_updated: 2022-01-06T06:59:24Z
ddc:
- '040'
department:
- _id: '66'
- _id: '276'
doi: 10.1007/978-3-319-94214-8_30
file:
- access_level: closed
  content_type: application/pdf
  creator: bahareh
  date_created: 2018-11-12T19:01:06Z
  date_updated: 2018-11-12T19:01:06Z
  file_id: '5533'
  file_name: Jazayeri_BMSD2018.pdf
  file_size: 408509
  relation: main_file
  success: 1
file_date_updated: 2018-11-12T19:01:06Z
has_accepted_license: '1'
intvolume: '       319'
language:
- iso: eng
page: 390-400
place: Wien, Austria
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Proceeding of International Symposium on Business Modeling and Software
  Design
publication_identifier:
  isbn:
  - '9783319942131'
  - '9783319942148'
  issn:
  - 1865-1348
  - 1865-1356
publication_status: published
publisher: Springer
series_title: Lecture Notes in Business Information Processing (LNBIP)
status: public
title: 'Design Options of Store-Oriented Software Ecosystems: An Investigation of
  Business Decisions'
type: conference
user_id: '16205'
volume: 319
year: '2018'
...
