---
_id: '45888'
author:
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: 'Philipp '
  full_name: 'Schubert, Philipp '
  last_name: Schubert
- first_name: Felix
  full_name: Pauck, Felix
  id: '22398'
  last_name: Pauck
- first_name: Marie-Christine
  full_name: Jakobs, Marie-Christine
  last_name: Jakobs
citation:
  ama: 'Wehrheim H, Platzner M, Bodden E, Schubert P, Pauck F, Jakobs M-C. Verifying
    Software and Reconfigurable Hardware Services. In: Haake C-J, Meyer auf der Heide
    F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized
    IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:125-144. doi:<a
    href="https://doi.org/10.5281/zenodo.8068583">10.5281/zenodo.8068583</a>'
  apa: Wehrheim, H., Platzner, M., Bodden, E., Schubert, P., Pauck, F., &#38; Jakobs,
    M.-C. (2023). Verifying Software and Reconfigurable Hardware Services. In C.-J.
    Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.),
    <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol.
    412, pp. 125–144). Heinz Nixdorf Institut, Universität Paderborn. <a href="https://doi.org/10.5281/zenodo.8068583">https://doi.org/10.5281/zenodo.8068583</a>
  bibtex: '@inbook{Wehrheim_Platzner_Bodden_Schubert_Pauck_Jakobs_2023, place={Paderborn},
    series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Verifying Software
    and Reconfigurable Hardware Services}, volume={412}, DOI={<a href="https://doi.org/10.5281/zenodo.8068583">10.5281/zenodo.8068583</a>},
    booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
    publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike
    and Platzner, Marco and Bodden, Eric and Schubert, Philipp  and Pauck, Felix and
    Jakobs, Marie-Christine}, editor={Haake, Claus-Jochen and Meyer auf der Heide,
    Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
    pages={125–144}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
    }'
  chicago: 'Wehrheim, Heike, Marco Platzner, Eric Bodden, Philipp  Schubert, Felix
    Pauck, and Marie-Christine Jakobs. “Verifying Software and Reconfigurable Hardware
    Services.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic
    Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco
    Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:125–44. Verlagsschriftenreihe
    Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn,
    2023. <a href="https://doi.org/10.5281/zenodo.8068583">https://doi.org/10.5281/zenodo.8068583</a>.'
  ieee: 'H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, and M.-C. Jakobs,
    “Verifying Software and Reconfigurable Hardware Services,” in <i>On-The-Fly Computing
    -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F.
    Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn:
    Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 125–144.'
  mla: Wehrheim, Heike, et al. “Verifying Software and Reconfigurable Hardware Services.”
    <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>,
    edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität
    Paderborn, 2023, pp. 125–44, doi:<a href="https://doi.org/10.5281/zenodo.8068583">10.5281/zenodo.8068583</a>.
  short: 'H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, M.-C. Jakobs,
    in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim
    (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
    Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 125–144.'
date_created: 2023-07-07T08:01:23Z
date_updated: 2024-05-02T10:29:31Z
ddc:
- '004'
department:
- _id: '7'
- _id: '78'
doi: 10.5281/zenodo.8068583
editor:
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  last_name: Haake
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  last_name: Meyer auf der Heide
- first_name: Marco
  full_name: Platzner, Marco
  last_name: Platzner
- first_name: Henning
  full_name: Wachsmuth, Henning
  last_name: Wachsmuth
- first_name: Heike
  full_name: Wehrheim, Heike
  last_name: Wehrheim
file:
- access_level: open_access
  content_type: application/pdf
  creator: florida
  date_created: 2023-07-07T08:01:12Z
  date_updated: 2023-07-07T11:18:59Z
  file_id: '45889'
  file_name: B4-Chapter-SFB-Buch-Final.pdf
  file_size: 840964
  relation: main_file
file_date_updated: 2023-07-07T11:18:59Z
has_accepted_license: '1'
intvolume: '       412'
language:
- iso: eng
oa: '1'
page: 125-144
place: Paderborn
project:
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
    in dynamischen Märkten '
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '12'
  name: 'SFB 901 - B4: SFB 901 - Subproject B4'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Verifying Software and Reconfigurable Hardware Services
type: book_chapter
user_id: '398'
volume: 412
year: '2023'
...
---
_id: '45863'
abstract:
- lang: eng
  text: "In the proposal for our CRC in 2011, we formulated a vision of markets for\r\nIT
    services that describes an approach to the provision of such services\r\nthat
    was novel at that time and, to a large extent, remains so today:\r\n„Our vision
    of on-the-fly computing is that of IT services individually and\r\nautomatically
    configured and brought to execution from flexibly combinable\r\nservices traded
    on markets. At the same time, we aim at organizing\r\nmarkets whose participants
    maintain a lively market of services through\r\nappropriate entrepreneurial actions.“\r\nOver
    the last 12 years, we have developed methods and techniques to\r\naddress problems
    critical to the convenient, efficient, and secure use of\r\non-the-fly computing.
    Among other things, we have made the description\r\nof services more convenient
    by allowing natural language input,\r\nincreased the quality of configured services
    through (natural language)\r\ninteraction and more efficient configuration processes
    and analysis\r\nprocedures, made the quality of (the products of) providers in
    the\r\nmarketplace transparent through reputation systems, and increased the\r\nresource
    efficiency of execution through reconfigurable heterogeneous\r\ncomputing nodes
    and an integrated treatment of service description and\r\nconfiguration. We have
    also developed network infrastructures that have\r\na high degree of adaptivity,
    scalability, efficiency, and reliability, and\r\nprovide cryptographic guarantees
    of anonymity and security for market\r\nparticipants and their products and services.\r\nTo
    demonstrate the pervasiveness of the OTF computing approach, we\r\nhave implemented
    a proof-of-concept for OTF computing that can run\r\ntypical scenarios of an OTF
    market. We illustrated the approach using\r\na cutting-edge application scenario
    – automated machine learning (AutoML).\r\nFinally, we have been pushing our work
    for the perpetuation of\r\nOn-The-Fly Computing beyond the SFB and sharing the
    expertise gained\r\nin the SFB in events with industry partners as well as transfer
    projects.\r\nThis work required a broad spectrum of expertise. Computer scientists\r\nand
    economists with research interests such as computer networks and\r\ndistributed
    algorithms, security and cryptography, software engineering\r\nand verification,
    configuration and machine learning, computer engineering\r\nand HPC, microeconomics
    and game theory, business informatics\r\nand management have successfully collaborated
    here."
alternative_title:
- Collaborative Research Centre 901 (2011 – 2023)
author:
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  id: '20801'
  last_name: Haake
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H. <i>On-The-Fly
    Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Heinz
    Nixdorf Institut, Universität Paderborn; 2023. doi:<a href="https://doi.org/10.17619/UNIPB/1-1797">10.17619/UNIPB/1-1797</a>
  apa: Haake, C.-J., Meyer auf der Heide, F., Platzner, M., Wachsmuth, H., &#38; Wehrheim,
    H. (2023). <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>
    (Vol. 412). Heinz Nixdorf Institut, Universität Paderborn. <a href="https://doi.org/10.17619/UNIPB/1-1797">https://doi.org/10.17619/UNIPB/1-1797</a>
  bibtex: '@book{Haake_Meyer auf der Heide_Platzner_Wachsmuth_Wehrheim_2023, place={Paderborn},
    series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly
    Computing -- Individualized IT-services in dynamic markets}, volume={412}, DOI={<a
    href="https://doi.org/10.17619/UNIPB/1-1797">10.17619/UNIPB/1-1797</a>}, publisher={Heinz
    Nixdorf Institut, Universität Paderborn}, author={Haake, Claus-Jochen and Meyer
    auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim,
    Heike}, year={2023}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
    }'
  chicago: 'Haake, Claus-Jochen, Friedhelm Meyer auf der Heide, Marco Platzner, Henning
    Wachsmuth, and Heike Wehrheim. <i>On-The-Fly Computing -- Individualized IT-Services
    in Dynamic Markets</i>. Vol. 412. Verlagsschriftenreihe Des Heinz Nixdorf Instituts.
    Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href="https://doi.org/10.17619/UNIPB/1-1797">https://doi.org/10.17619/UNIPB/1-1797</a>.'
  ieee: 'C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim,
    <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>,
    vol. 412. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023.'
  mla: Haake, Claus-Jochen, et al. <i>On-The-Fly Computing -- Individualized IT-Services
    in Dynamic Markets</i>. Heinz Nixdorf Institut, Universität Paderborn, 2023, doi:<a
    href="https://doi.org/10.17619/UNIPB/1-1797">10.17619/UNIPB/1-1797</a>.
  short: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim,
    On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf
    Institut, Universität Paderborn, Paderborn, 2023.
date_created: 2023-07-05T07:16:51Z
date_updated: 2024-07-12T12:07:59Z
ddc:
- '000'
department:
- _id: '7'
- _id: '78'
- _id: '26'
doi: 10.17619/UNIPB/1-1797
file:
- access_level: open_access
  content_type: application/pdf
  creator: ups
  date_created: 2023-07-05T07:15:55Z
  date_updated: 2023-07-05T07:19:14Z
  file_id: '45864'
  file_name: SFB-Buch-Final.pdf
  file_size: 15480050
  relation: main_file
file_date_updated: 2023-07-05T07:19:14Z
has_accepted_license: '1'
intvolume: '       412'
language:
- iso: eng
oa: '1'
page: '247'
place: Paderborn
project:
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
    in dynamischen Märkten '
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '82'
  name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '5'
  grant_number: '160364472'
  name: 'SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen
    Netzen (Subproject A1)'
- _id: '7'
  grant_number: '160364472'
  name: 'SFB 901 - A3: SFB 901 - Der Markt für Services: Anreize, Algorithmen, Implementation
    (Subproject A3)'
- _id: '8'
  grant_number: '160364472'
  name: 'SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen
    (Subproject A4)'
- _id: '9'
  grant_number: '160364472'
  name: 'SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject
    B1)'
- _id: '10'
  grant_number: '160364472'
  name: 'SFB 901 - B2: Konfiguration und Bewertung (B02)'
- _id: '11'
  name: 'SFB 901 - B3: SFB 901 - Subproject B3'
- _id: '12'
  name: 'SFB 901 - B4: SFB 901 - Subproject B4'
- _id: '13'
  grant_number: '160364472'
  name: 'SFB 901 - C1: SFB 901 - Subproject C1'
- _id: '14'
  grant_number: '160364472'
  name: 'SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen
    (Subproject C2)'
- _id: '16'
  grant_number: '160364472'
  name: 'SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter
    Dienste in konfigurierbaren Rechenzentren (Subproject C4)'
- _id: '17'
  name: 'SFB 901 - C5: SFB 901 - Subproject C5'
- _id: '83'
  name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '84'
  grant_number: '160364472'
  name: 'SFB 901 - T2: SFB 901 -Subproject T2'
publication_identifier:
  unknown:
  - 978-3-947647-31-6
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: On-The-Fly Computing -- Individualized IT-services in dynamic markets
type: book
user_id: '1112'
volume: 412
year: '2023'
...
---
_id: '35426'
author:
- first_name: Cedric
  full_name: Richter, Cedric
  id: '50003'
  last_name: Richter
- 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: Felix
  full_name: Pauck, Felix
  id: '22398'
  last_name: Pauck
- first_name: Stefan
  full_name: Schott, Stefan
  id: '54847'
  last_name: Schott
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Richter C, Haltermann JF, Jakobs M-C, Pauck F, Schott S, Wehrheim H. Are Neural
    Bug Detectors Comparable to Software Developers on Variable Misuse Bugs? In: <i>37th
    IEEE/ACM International Conference on Automated Software Engineering</i>. ACM;
    2023. doi:<a href="https://doi.org/10.1145/3551349.3561156">10.1145/3551349.3561156</a>'
  apa: Richter, C., Haltermann, J. F., Jakobs, M.-C., Pauck, F., Schott, S., &#38;
    Wehrheim, H. (2023). Are Neural Bug Detectors Comparable to Software Developers
    on Variable Misuse Bugs? <i>37th IEEE/ACM International Conference on Automated
    Software Engineering</i>. <a href="https://doi.org/10.1145/3551349.3561156">https://doi.org/10.1145/3551349.3561156</a>
  bibtex: '@inproceedings{Richter_Haltermann_Jakobs_Pauck_Schott_Wehrheim_2023, title={Are
    Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?},
    DOI={<a href="https://doi.org/10.1145/3551349.3561156">10.1145/3551349.3561156</a>},
    booktitle={37th IEEE/ACM International Conference on Automated Software Engineering},
    publisher={ACM}, author={Richter, Cedric and Haltermann, Jan Frederik and Jakobs,
    Marie-Christine and Pauck, Felix and Schott, Stefan and Wehrheim, Heike}, year={2023}
    }'
  chicago: Richter, Cedric, Jan Frederik Haltermann, Marie-Christine Jakobs, Felix
    Pauck, Stefan Schott, and Heike Wehrheim. “Are Neural Bug Detectors Comparable
    to Software Developers on Variable Misuse Bugs?” In <i>37th IEEE/ACM International
    Conference on Automated Software Engineering</i>. ACM, 2023. <a href="https://doi.org/10.1145/3551349.3561156">https://doi.org/10.1145/3551349.3561156</a>.
  ieee: 'C. Richter, J. F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, and H. Wehrheim,
    “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse
    Bugs?,” 2023, doi: <a href="https://doi.org/10.1145/3551349.3561156">10.1145/3551349.3561156</a>.'
  mla: Richter, Cedric, et al. “Are Neural Bug Detectors Comparable to Software Developers
    on Variable Misuse Bugs?” <i>37th IEEE/ACM International Conference on Automated
    Software Engineering</i>, ACM, 2023, doi:<a href="https://doi.org/10.1145/3551349.3561156">10.1145/3551349.3561156</a>.
  short: 'C. Richter, J.F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, H. Wehrheim,
    in: 37th IEEE/ACM International Conference on Automated Software Engineering,
    ACM, 2023.'
date_created: 2023-01-09T06:28:44Z
date_updated: 2023-01-19T13:50:18Z
department:
- _id: '77'
doi: 10.1145/3551349.3561156
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1145/3551349.3561156
oa: '1'
project:
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '12'
  name: 'SFB 901 - B4: SFB 901 - Subproject B4'
- _id: '1'
  name: 'SFB 901: SFB 901'
publication: 37th IEEE/ACM International Conference on Automated Software Engineering
publication_status: published
publisher: ACM
status: public
title: Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse
  Bugs?
type: conference
user_id: '477'
year: '2023'
...
---
_id: '45886'
author:
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Steffen
  full_name: Becker, Steffen
  last_name: Becker
- first_name: Matthias
  full_name: Becker, Matthias
  last_name: Becker
- first_name: Cedric
  full_name: Richter, Cedric
  id: '50003'
  last_name: Richter
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
citation:
  ama: 'Wehrheim H, Hüllermeier E, Becker S, Becker M, Richter C, Sharma A. Composition
    Analysis in Unknown Contexts. In: Haake C-J, Meyer auf der Heide F, Platzner M,
    Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services
    in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts.
    Heinz Nixdorf Institut, Universität Paderborn; 2023:105-123. doi:<a href="https://doi.org/10.5281/zenodo.8068510">10.5281/zenodo.8068510</a>'
  apa: Wehrheim, H., Hüllermeier, E., Becker, S., Becker, M., Richter, C., &#38; Sharma,
    A. (2023). Composition Analysis in Unknown Contexts. In C.-J. Haake, F. Meyer
    auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly
    Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp.
    105–123). Heinz Nixdorf Institut, Universität Paderborn. <a href="https://doi.org/10.5281/zenodo.8068510">https://doi.org/10.5281/zenodo.8068510</a>
  bibtex: '@inbook{Wehrheim_Hüllermeier_Becker_Becker_Richter_Sharma_2023, place={Paderborn},
    series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Composition
    Analysis in Unknown Contexts}, volume={412}, DOI={<a href="https://doi.org/10.5281/zenodo.8068510">10.5281/zenodo.8068510</a>},
    booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets},
    publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike
    and Hüllermeier, Eyke and Becker, Steffen and Becker, Matthias and Richter, Cedric
    and Sharma, Arnab}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm
    and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023},
    pages={105–123}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
    }'
  chicago: 'Wehrheim, Heike, Eyke Hüllermeier, Steffen Becker, Matthias Becker, Cedric
    Richter, and Arnab Sharma. “Composition Analysis in Unknown Contexts.” In <i>On-The-Fly
    Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen
    Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike
    Wehrheim, 412:105–23. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn:
    Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href="https://doi.org/10.5281/zenodo.8068510">https://doi.org/10.5281/zenodo.8068510</a>.'
  ieee: 'H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma,
    “Composition Analysis in Unknown Contexts,” in <i>On-The-Fly Computing -- Individualized
    IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide,
    M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut,
    Universität Paderborn, 2023, pp. 105–123.'
  mla: Wehrheim, Heike, et al. “Composition Analysis in Unknown Contexts.” <i>On-The-Fly
    Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen
    Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp.
    105–23, doi:<a href="https://doi.org/10.5281/zenodo.8068510">10.5281/zenodo.8068510</a>.
  short: 'H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, A. Sharma,
    in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim
    (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets,
    Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 105–123.'
date_created: 2023-07-07T07:56:08Z
date_updated: 2023-07-07T11:19:40Z
ddc:
- '004'
department:
- _id: '7'
doi: 10.5281/zenodo.8068510
editor:
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  last_name: Haake
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  last_name: Meyer auf der Heide
- first_name: Marco
  full_name: Platzner, Marco
  last_name: Platzner
- first_name: Henning
  full_name: Wachsmuth, Henning
  last_name: Wachsmuth
- first_name: Heike
  full_name: Wehrheim, Heike
  last_name: Wehrheim
file:
- access_level: open_access
  content_type: application/pdf
  creator: florida
  date_created: 2023-07-07T07:55:57Z
  date_updated: 2023-07-07T11:19:40Z
  file_id: '45887'
  file_name: B3-Chapter-SFB-Buch-Final.pdf
  file_size: 370888
  relation: main_file
file_date_updated: 2023-07-07T11:19:40Z
has_accepted_license: '1'
intvolume: '       412'
language:
- iso: eng
oa: '1'
page: 105-123
place: Paderborn
project:
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
    in dynamischen Märkten '
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '11'
  name: 'SFB 901 - B3: SFB 901 - Subproject B3'
publication: On-The-Fly Computing -- Individualized IT-services in dynamic markets
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Composition Analysis in Unknown Contexts
type: book_chapter
user_id: '477'
volume: 412
year: '2023'
...
---
_id: '32311'
abstract:
- lang: eng
  text: Testing is one of the most frequent means of quality assurance for software.
    Property-based testing aims at generating test suites for checking code against
    user-defined properties. Test input generation is, however, most often independent
    of the property to be checked, and is instead based on random or user-defined
    data generation.In this paper, we present property-driven unit testing of functions
    with numerical inputs and outputs. Alike property-based testing, it allows users
    to define the properties to be tested for. Contrary to property-based testing,
    it also uses the property for a targeted generation of test inputs. Our approach
    is a form of learning-based testing where we first of all learn a model of a given
    black-box function using standard machine learning algorithms, and in a second
    step use model and property for test input generation. This allows us to test
    both predefined functions as well as machine learned regression models. Our experimental
    evaluation shows that our property-driven approach is more effective than standard
    property-based testing techniques.
author:
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
- first_name: Vitaly
  full_name: Melnikov, Vitaly
  id: '58747'
  last_name: Melnikov
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Sharma A, Melnikov V, Hüllermeier E, Wehrheim H. Property-Driven Testing of
    Black-Box Functions. In: <i>Proceedings of the 10th IEEE/ACM International Conference
    on Formal Methods in Software Engineering (FormaliSE)</i>. IEEE; 2022:113-123.'
  apa: Sharma, A., Melnikov, V., Hüllermeier, E., &#38; Wehrheim, H. (2022). Property-Driven
    Testing of Black-Box Functions. <i>Proceedings of the 10th IEEE/ACM International
    Conference on Formal Methods in Software Engineering (FormaliSE)</i>, 113–123.
  bibtex: '@inproceedings{Sharma_Melnikov_Hüllermeier_Wehrheim_2022, title={Property-Driven
    Testing of Black-Box Functions}, booktitle={Proceedings of the 10th IEEE/ACM International
    Conference on Formal Methods in Software Engineering (FormaliSE)}, publisher={IEEE},
    author={Sharma, Arnab and Melnikov, Vitaly and Hüllermeier, Eyke and Wehrheim,
    Heike}, year={2022}, pages={113–123} }'
  chicago: Sharma, Arnab, Vitaly Melnikov, Eyke Hüllermeier, and Heike Wehrheim. “Property-Driven
    Testing of Black-Box Functions.” In <i>Proceedings of the 10th IEEE/ACM International
    Conference on Formal Methods in Software Engineering (FormaliSE)</i>, 113–23.
    IEEE, 2022.
  ieee: A. Sharma, V. Melnikov, E. Hüllermeier, and H. Wehrheim, “Property-Driven
    Testing of Black-Box Functions,” in <i>Proceedings of the 10th IEEE/ACM International
    Conference on Formal Methods in Software Engineering (FormaliSE)</i>, 2022, pp.
    113–123.
  mla: Sharma, Arnab, et al. “Property-Driven Testing of Black-Box Functions.” <i>Proceedings
    of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering
    (FormaliSE)</i>, IEEE, 2022, pp. 113–23.
  short: 'A. Sharma, V. Melnikov, E. Hüllermeier, H. Wehrheim, in: Proceedings of
    the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering
    (FormaliSE), IEEE, 2022, pp. 113–123.'
date_created: 2022-07-01T11:18:03Z
date_updated: 2022-07-01T11:21:36Z
department:
- _id: '7'
language:
- iso: eng
page: 113-123
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '11'
  name: 'SFB 901 - B3: SFB 901 - Subproject B3'
publication: Proceedings of the 10th IEEE/ACM International Conference on Formal Methods
  in Software Engineering (FormaliSE)
publisher: IEEE
status: public
title: Property-Driven Testing of Black-Box Functions
type: conference
user_id: '477'
year: '2022'
...
---
_id: '32590'
author:
- first_name: Cedric
  full_name: Richter, Cedric
  id: '50003'
  last_name: Richter
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Richter C, Wehrheim H. Learning Realistic Mutations: Bug Creation for Neural
    Bug Detectors. In: <i>2022 IEEE Conference on Software Testing, Verification and
    Validation (ICST)</i>. ; 2022:162-173. doi:<a href="https://doi.org/10.1109/ICST53961.2022.00027">10.1109/ICST53961.2022.00027</a>'
  apa: 'Richter, C., &#38; Wehrheim, H. (2022). Learning Realistic Mutations: Bug
    Creation for Neural Bug Detectors. <i>2022 IEEE Conference on Software Testing,
    Verification and Validation (ICST)</i>, 162–173. <a href="https://doi.org/10.1109/ICST53961.2022.00027">https://doi.org/10.1109/ICST53961.2022.00027</a>'
  bibtex: '@inproceedings{Richter_Wehrheim_2022, title={Learning Realistic Mutations:
    Bug Creation for Neural Bug Detectors}, DOI={<a href="https://doi.org/10.1109/ICST53961.2022.00027">10.1109/ICST53961.2022.00027</a>},
    booktitle={2022 IEEE Conference on Software Testing, Verification and Validation
    (ICST)}, author={Richter, Cedric and Wehrheim, Heike}, year={2022}, pages={162–173}
    }'
  chicago: 'Richter, Cedric, and Heike Wehrheim. “Learning Realistic Mutations: Bug
    Creation for Neural Bug Detectors.” In <i>2022 IEEE Conference on Software Testing,
    Verification and Validation (ICST)</i>, 162–73, 2022. <a href="https://doi.org/10.1109/ICST53961.2022.00027">https://doi.org/10.1109/ICST53961.2022.00027</a>.'
  ieee: 'C. Richter and H. Wehrheim, “Learning Realistic Mutations: Bug Creation for
    Neural Bug Detectors,” in <i>2022 IEEE Conference on Software Testing, Verification
    and Validation (ICST)</i>, 2022, pp. 162–173, doi: <a href="https://doi.org/10.1109/ICST53961.2022.00027">10.1109/ICST53961.2022.00027</a>.'
  mla: 'Richter, Cedric, and Heike Wehrheim. “Learning Realistic Mutations: Bug Creation
    for Neural Bug Detectors.” <i>2022 IEEE Conference on Software Testing, Verification
    and Validation (ICST)</i>, 2022, pp. 162–73, doi:<a href="https://doi.org/10.1109/ICST53961.2022.00027">10.1109/ICST53961.2022.00027</a>.'
  short: 'C. Richter, H. Wehrheim, in: 2022 IEEE Conference on Software Testing, Verification
    and Validation (ICST), 2022, pp. 162–173.'
date_created: 2022-08-08T07:40:04Z
date_updated: 2022-11-18T09:45:40Z
department:
- _id: '77'
doi: 10.1109/ICST53961.2022.00027
language:
- iso: eng
page: 162-173
project:
- _id: '12'
  name: 'SFB 901 - B4: SFB 901 - Subproject B4'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
publication: 2022 IEEE Conference on Software Testing, Verification and Validation
  (ICST)
status: public
title: 'Learning Realistic Mutations: Bug Creation for Neural Bug Detectors'
type: conference
user_id: '477'
year: '2022'
...
---
_id: '32591'
author:
- first_name: Cedric
  full_name: Richter, Cedric
  id: '50003'
  last_name: Richter
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Richter C, Wehrheim H. TSSB-3M: Mining single statement bugs at massive scale.
    In: <i>2022 IEEE/ACM 19th International Conference on Mining Software Repositories
    (MSR)</i>. ; 2022:418-422. doi:<a href="https://doi.org/10.1145/3524842.3528505">10.1145/3524842.3528505</a>'
  apa: 'Richter, C., &#38; Wehrheim, H. (2022). TSSB-3M: Mining single statement bugs
    at massive scale. <i>2022 IEEE/ACM 19th International Conference on Mining Software
    Repositories (MSR)</i>, 418–422. <a href="https://doi.org/10.1145/3524842.3528505">https://doi.org/10.1145/3524842.3528505</a>'
  bibtex: '@inproceedings{Richter_Wehrheim_2022, title={TSSB-3M: Mining single statement
    bugs at massive scale}, DOI={<a href="https://doi.org/10.1145/3524842.3528505">10.1145/3524842.3528505</a>},
    booktitle={2022 IEEE/ACM 19th International Conference on Mining Software Repositories
    (MSR)}, author={Richter, Cedric and Wehrheim, Heike}, year={2022}, pages={418–422}
    }'
  chicago: 'Richter, Cedric, and Heike Wehrheim. “TSSB-3M: Mining Single Statement
    Bugs at Massive Scale.” In <i>2022 IEEE/ACM 19th International Conference on Mining
    Software Repositories (MSR)</i>, 418–22, 2022. <a href="https://doi.org/10.1145/3524842.3528505">https://doi.org/10.1145/3524842.3528505</a>.'
  ieee: 'C. Richter and H. Wehrheim, “TSSB-3M: Mining single statement bugs at massive
    scale,” in <i>2022 IEEE/ACM 19th International Conference on Mining Software Repositories
    (MSR)</i>, 2022, pp. 418–422, doi: <a href="https://doi.org/10.1145/3524842.3528505">10.1145/3524842.3528505</a>.'
  mla: 'Richter, Cedric, and Heike Wehrheim. “TSSB-3M: Mining Single Statement Bugs
    at Massive Scale.” <i>2022 IEEE/ACM 19th International Conference on Mining Software
    Repositories (MSR)</i>, 2022, pp. 418–22, doi:<a href="https://doi.org/10.1145/3524842.3528505">10.1145/3524842.3528505</a>.'
  short: 'C. Richter, H. Wehrheim, in: 2022 IEEE/ACM 19th International Conference
    on Mining Software Repositories (MSR), 2022, pp. 418–422.'
date_created: 2022-08-08T07:42:19Z
date_updated: 2022-11-18T09:45:05Z
department:
- _id: '77'
doi: 10.1145/3524842.3528505
language:
- iso: eng
page: 418-422
project:
- _id: '12'
  name: 'SFB 901 - B4: SFB 901 - Subproject B4'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
publication: 2022 IEEE/ACM 19th International Conference on Mining Software Repositories
  (MSR)
status: public
title: 'TSSB-3M: Mining single statement bugs at massive scale'
type: conference
user_id: '477'
year: '2022'
...
---
_id: '45248'
author:
- first_name: Brijesh
  full_name: Dongol, Brijesh
  last_name: Dongol
- first_name: Gerhard
  full_name: Schellhorn, Gerhard
  last_name: Schellhorn
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Dongol B, Schellhorn G, Wehrheim H. Weak Progressive Forward Simulation Is
    Necessary and Sufficient for Strong Observational Refinement. In: Klin B, Lasota
    S, Muscholl A, eds. <i>33rd International Conference on Concurrency Theory, CONCUR
    2022, September 12-16, 2022, Warsaw, Poland</i>. Vol 243. LIPIcs. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik; 2022:31:1–31:23. doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2022.31">10.4230/LIPIcs.CONCUR.2022.31</a>'
  apa: Dongol, B., Schellhorn, G., &#38; Wehrheim, H. (2022). Weak Progressive Forward
    Simulation Is Necessary and Sufficient for Strong Observational Refinement. In
    B. Klin, S. Lasota, &#38; A. Muscholl (Eds.), <i>33rd International Conference
    on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland</i>
    (Vol. 243, p. 31:1–31:23). Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2022.31">https://doi.org/10.4230/LIPIcs.CONCUR.2022.31</a>
  bibtex: '@inproceedings{Dongol_Schellhorn_Wehrheim_2022, series={LIPIcs}, title={Weak
    Progressive Forward Simulation Is Necessary and Sufficient for Strong Observational
    Refinement}, volume={243}, DOI={<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2022.31">10.4230/LIPIcs.CONCUR.2022.31</a>},
    booktitle={33rd International Conference on Concurrency Theory, CONCUR 2022, September
    12-16, 2022, Warsaw, Poland}, publisher={Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik}, author={Dongol, Brijesh and Schellhorn, Gerhard and Wehrheim, Heike},
    editor={Klin, Bartek and Lasota, Slawomir and Muscholl, Anca}, year={2022}, pages={31:1–31:23},
    collection={LIPIcs} }'
  chicago: Dongol, Brijesh, Gerhard Schellhorn, and Heike Wehrheim. “Weak Progressive
    Forward Simulation Is Necessary and Sufficient for Strong Observational Refinement.”
    In <i>33rd International Conference on Concurrency Theory, CONCUR 2022, September
    12-16, 2022, Warsaw, Poland</i>, edited by Bartek Klin, Slawomir Lasota, and Anca
    Muscholl, 243:31:1–31:23. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2022. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2022.31">https://doi.org/10.4230/LIPIcs.CONCUR.2022.31</a>.
  ieee: 'B. Dongol, G. Schellhorn, and H. Wehrheim, “Weak Progressive Forward Simulation
    Is Necessary and Sufficient for Strong Observational Refinement,” in <i>33rd International
    Conference on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw,
    Poland</i>, 2022, vol. 243, p. 31:1–31:23, doi: <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2022.31">10.4230/LIPIcs.CONCUR.2022.31</a>.'
  mla: Dongol, Brijesh, et al. “Weak Progressive Forward Simulation Is Necessary and
    Sufficient for Strong Observational Refinement.” <i>33rd International Conference
    on Concurrency Theory, CONCUR 2022, September 12-16, 2022, Warsaw, Poland</i>,
    edited by Bartek Klin et al., vol. 243, Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2022, p. 31:1–31:23, doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2022.31">10.4230/LIPIcs.CONCUR.2022.31</a>.
  short: 'B. Dongol, G. Schellhorn, H. Wehrheim, in: B. Klin, S. Lasota, A. Muscholl
    (Eds.), 33rd International Conference on Concurrency Theory, CONCUR 2022, September
    12-16, 2022, Warsaw, Poland, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2022, p. 31:1–31:23.'
date_created: 2023-05-24T07:55:24Z
date_updated: 2023-08-28T12:24:57Z
department:
- _id: '77'
doi: 10.4230/LIPIcs.CONCUR.2022.31
editor:
- first_name: Bartek
  full_name: Klin, Bartek
  last_name: Klin
- first_name: Slawomir
  full_name: Lasota, Slawomir
  last_name: Lasota
- first_name: Anca
  full_name: Muscholl, Anca
  last_name: Muscholl
intvolume: '       243'
language:
- iso: eng
page: 31:1–31:23
project:
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '12'
  name: 'SFB 901 - B4: SFB 901 - Subproject B4'
publication: 33rd International Conference on Concurrency Theory, CONCUR 2022, September
  12-16, 2022, Warsaw, Poland
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
series_title: LIPIcs
status: public
title: Weak Progressive Forward Simulation Is Necessary and Sufficient for Strong
  Observational Refinement
type: conference
user_id: '477'
volume: 243
year: '2022'
...
---
_id: '25213'
author:
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCheck- Property-Driven Testing
    of Machine Learning Models. <i>CoRR</i>. 2021;abs/2105.00741.
  apa: Sharma, A., Demir, C., Ngonga Ngomo, A.-C., &#38; Wehrheim, H. (2021). MLCheck-
    Property-Driven Testing of Machine Learning Models. <i>CoRR</i>, <i>abs/2105.00741</i>.
  bibtex: '@article{Sharma_Demir_Ngonga Ngomo_Wehrheim_2021, title={MLCheck- Property-Driven
    Testing of Machine Learning Models}, volume={abs/2105.00741}, journal={CoRR},
    author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim,
    Heike}, year={2021} }'
  chicago: Sharma, Arnab, Caglar Demir, Axel-Cyrille Ngonga Ngomo, and Heike Wehrheim.
    “MLCheck- Property-Driven Testing of Machine Learning Models.” <i>CoRR</i> abs/2105.00741
    (2021).
  ieee: A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCheck- Property-Driven
    Testing of Machine Learning Models,” <i>CoRR</i>, vol. abs/2105.00741, 2021.
  mla: Sharma, Arnab, et al. “MLCheck- Property-Driven Testing of Machine Learning
    Models.” <i>CoRR</i>, vol. abs/2105.00741, 2021.
  short: A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, CoRR abs/2105.00741
    (2021).
date_created: 2021-10-01T06:54:10Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: MLCheck- Property-Driven Testing of Machine Learning Models
type: journal_article
user_id: '65716'
volume: abs/2105.00741
year: '2021'
...
---
_id: '28350'
abstract:
- lang: eng
  text: "In recent years, we observe an increasing amount of software with machine
    learning components being deployed. This poses the question of quality assurance
    for such components: how can we validate whether specified requirements are fulfilled
    by a machine learned software? Current testing and verification approaches either
    focus on a single requirement (e.g., fairness) or specialize on a single type
    of machine learning model (e.g., neural networks).\r\nIn this paper, we propose
    property-driven testing of machine learning models. Our approach MLCheck encompasses
    (1) a language for property specification, and (2) a technique for systematic
    test case generation. The specification language is comparable to property-based
    testing languages. Test case generation employs advanced verification technology
    for a systematic, property dependent construction of test suites, without additional
    user supplied generator functions. We evaluate MLCheck using requirements and
    data sets from three different application areas (software\r\ndiscrimination,
    learning on knowledge graphs and security). Our evaluation shows that despite
    its generality MLCheck can even outperform specialised testing approaches while
    having a comparable runtime"
author:
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCHECK–Property-Driven Testing
    of Machine Learning Classifiers. In: <i>Proceedings of the 20th IEEE International
    Conference on Machine Learning and Applications (ICMLA)</i>. IEEE.'
  apa: Sharma, A., Demir, C., Ngonga Ngomo, A.-C., &#38; Wehrheim, H. (n.d.). MLCHECK–Property-Driven
    Testing of Machine Learning Classifiers. <i>Proceedings of the 20th IEEE International
    Conference on Machine Learning and Applications (ICMLA)</i>.
  bibtex: '@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven
    Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE
    International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE},
    author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim,
    Heike} }'
  chicago: Sharma, Arnab, Caglar Demir, Axel-Cyrille Ngonga Ngomo, and Heike Wehrheim.
    “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.” In <i>Proceedings
    of the 20th IEEE International Conference on Machine Learning and Applications
    (ICMLA)</i>. IEEE, n.d.
  ieee: A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCHECK–Property-Driven
    Testing of Machine Learning Classifiers.”
  mla: Sharma, Arnab, et al. “MLCHECK–Property-Driven Testing of Machine Learning
    Classifiers.” <i>Proceedings of the 20th IEEE International Conference on Machine
    Learning and Applications (ICMLA)</i>, IEEE.
  short: 'A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, in: Proceedings of
    the 20th IEEE International Conference on Machine Learning and Applications (ICMLA),
    IEEE, n.d.'
date_created: 2021-12-07T11:11:36Z
date_updated: 2022-01-06T06:58:02Z
department:
- _id: '7'
- _id: '77'
- _id: '574'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '11'
  name: SFB 901 - Subproject B3
- _id: '10'
  name: SFB 901 - Subproject B2
publication: Proceedings of the 20th IEEE International Conference on Machine Learning
  and Applications (ICMLA)
publication_status: accepted
publisher: IEEE
status: public
title: MLCHECK–Property-Driven Testing of Machine Learning Classifiers
type: conference
user_id: '477'
year: '2021'
...
---
_id: '22927'
author:
- first_name: John
  full_name: Derrick, John
  last_name: Derrick
- first_name: Simon
  full_name: Doherty, Simon
  last_name: Doherty
- first_name: Brijesh
  full_name: Dongol, Brijesh
  last_name: Dongol
- first_name: Gerhard
  full_name: Schellhorn, Gerhard
  last_name: Schellhorn
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Derrick J, Doherty S, Dongol B, Schellhorn G, Wehrheim H. On Strong Observational
    Refinement and Forward Simulation. In: <i>Proceedings of the 35th International
    Symposium on Distributed Computing (DISC)</i>. Leibniz International Proceedings
    in Informatics. Schloß Dagstuhl.'
  apa: Derrick, J., Doherty, S., Dongol, B., Schellhorn, G., &#38; Wehrheim, H. (n.d.).
    On Strong Observational Refinement and Forward Simulation. In <i>Proceedings of
    the 35th International Symposium on Distributed Computing (DISC)</i>. Schloß Dagstuhl.
  bibtex: '@inproceedings{Derrick_Doherty_Dongol_Schellhorn_Wehrheim, series={Leibniz
    International Proceedings in Informatics}, title={On Strong Observational Refinement
    and Forward Simulation}, booktitle={Proceedings of the 35th International Symposium
    on Distributed Computing (DISC)}, publisher={Schloß Dagstuhl}, author={Derrick,
    John and Doherty, Simon and Dongol, Brijesh and Schellhorn, Gerhard and Wehrheim,
    Heike}, collection={Leibniz International Proceedings in Informatics} }'
  chicago: Derrick, John, Simon Doherty, Brijesh Dongol, Gerhard Schellhorn, and Heike
    Wehrheim. “On Strong Observational Refinement and Forward Simulation.” In <i>Proceedings
    of the 35th International Symposium on Distributed Computing (DISC)</i>. Leibniz
    International Proceedings in Informatics. Schloß Dagstuhl, n.d.
  ieee: J. Derrick, S. Doherty, B. Dongol, G. Schellhorn, and H. Wehrheim, “On Strong
    Observational Refinement and Forward Simulation,” in <i>Proceedings of the 35th
    International Symposium on Distributed Computing (DISC)</i>.
  mla: Derrick, John, et al. “On Strong Observational Refinement and Forward Simulation.”
    <i>Proceedings of the 35th International Symposium on Distributed Computing (DISC)</i>,
    Schloß Dagstuhl.
  short: 'J. Derrick, S. Doherty, B. Dongol, G. Schellhorn, H. Wehrheim, in: Proceedings
    of the 35th International Symposium on Distributed Computing (DISC), Schloß Dagstuhl,
    n.d.'
date_created: 2021-08-03T07:38:56Z
date_updated: 2022-01-06T06:55:43Z
department:
- _id: '7'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: Proceedings of the 35th International Symposium on Distributed Computing
  (DISC)
publication_status: accepted
publisher: Schloß Dagstuhl
series_title: Leibniz International Proceedings in Informatics
status: public
title: On Strong Observational Refinement and Forward Simulation
type: conference
user_id: '477'
year: '2021'
...
---
_id: '28199'
author:
- first_name: Felix
  full_name: Pauck, Felix
  id: '22398'
  last_name: Pauck
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Pauck F, Wehrheim H. Jicer: Simplifying Cooperative Android App Analysis Tasks.
    In: <i>2021 IEEE 21st International Working Conference on Source Code Analysis
    and Manipulation (SCAM)</i>. ; 2021. doi:<a href="https://doi.org/10.1109/scam52516.2021.00031">10.1109/scam52516.2021.00031</a>'
  apa: 'Pauck, F., &#38; Wehrheim, H. (2021). Jicer: Simplifying Cooperative Android
    App Analysis Tasks. <i>2021 IEEE 21st International Working Conference on Source
    Code Analysis and Manipulation (SCAM)</i>. <a href="https://doi.org/10.1109/scam52516.2021.00031">https://doi.org/10.1109/scam52516.2021.00031</a>'
  bibtex: '@inproceedings{Pauck_Wehrheim_2021, title={Jicer: Simplifying Cooperative
    Android App Analysis Tasks}, DOI={<a href="https://doi.org/10.1109/scam52516.2021.00031">10.1109/scam52516.2021.00031</a>},
    booktitle={2021 IEEE 21st International Working Conference on Source Code Analysis
    and Manipulation (SCAM)}, author={Pauck, Felix and Wehrheim, Heike}, year={2021}
    }'
  chicago: 'Pauck, Felix, and Heike Wehrheim. “Jicer: Simplifying Cooperative Android
    App Analysis Tasks.” In <i>2021 IEEE 21st International Working Conference on
    Source Code Analysis and Manipulation (SCAM)</i>, 2021. <a href="https://doi.org/10.1109/scam52516.2021.00031">https://doi.org/10.1109/scam52516.2021.00031</a>.'
  ieee: 'F. Pauck and H. Wehrheim, “Jicer: Simplifying Cooperative Android App Analysis
    Tasks,” 2021, doi: <a href="https://doi.org/10.1109/scam52516.2021.00031">10.1109/scam52516.2021.00031</a>.'
  mla: 'Pauck, Felix, and Heike Wehrheim. “Jicer: Simplifying Cooperative Android
    App Analysis Tasks.” <i>2021 IEEE 21st International Working Conference on Source
    Code Analysis and Manipulation (SCAM)</i>, 2021, doi:<a href="https://doi.org/10.1109/scam52516.2021.00031">10.1109/scam52516.2021.00031</a>.'
  short: 'F. Pauck, H. Wehrheim, in: 2021 IEEE 21st International Working Conference
    on Source Code Analysis and Manipulation (SCAM), 2021.'
date_created: 2021-12-01T08:53:29Z
date_updated: 2022-11-17T14:26:19Z
department:
- _id: '77'
doi: 10.1109/scam52516.2021.00031
language:
- iso: eng
project:
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
publication: 2021 IEEE 21st International Working Conference on Source Code Analysis
  and Manipulation (SCAM)
publication_status: published
status: public
title: 'Jicer: Simplifying Cooperative Android App Analysis Tasks'
type: conference
user_id: '477'
year: '2021'
...
---
_id: '27841'
abstract:
- lang: eng
  text: Verification of software and processor hardware usually proceeds separately,
    software analysis relying on the correctness of processors executing machine instructions.
    This assumption is valid as long as the software runs on standard CPUs that have
    been extensively validated and are in wide use. However, for processors exploiting
    custom instruction set extensions to meet performance and energy constraints the
    validation might be less extensive, challenging the correctness assumption. In
    this paper we present a novel formal approach for hardware/software co-verification
    targeting processors with custom instruction set extensions. We detail two different
    approaches for checking whether the hardware fulfills the requirements expected
    by the software analysis. The approaches are designed to explore a trade-off between
    generality of the verification and computational effort. Then, we describe the
    integration of software and hardware analyses for both techniques and describe
    a fully automated tool chain implementing the approaches. Finally, we demonstrate
    and compare the two approaches on example source code with custom instructions,
    using state-of-the-art software analysis and hardware verification techniques.
author:
- first_name: Marie-Christine
  full_name: Jakobs, Marie-Christine
  last_name: Jakobs
- first_name: Felix
  full_name: Pauck, Felix
  id: '22398'
  last_name: Pauck
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
citation:
  ama: Jakobs M-C, Pauck F, Platzner M, Wehrheim H, Wiersema T. Software/Hardware
    Co-Verification for Custom Instruction Set Processors. <i>IEEE Access</i>. Published
    online 2021. doi:<a href="https://doi.org/10.1109/ACCESS.2021.3131213">10.1109/ACCESS.2021.3131213</a>
  apa: Jakobs, M.-C., Pauck, F., Platzner, M., Wehrheim, H., &#38; Wiersema, T. (2021).
    Software/Hardware Co-Verification for Custom Instruction Set Processors. <i>IEEE
    Access</i>. <a href="https://doi.org/10.1109/ACCESS.2021.3131213">https://doi.org/10.1109/ACCESS.2021.3131213</a>
  bibtex: '@article{Jakobs_Pauck_Platzner_Wehrheim_Wiersema_2021, title={Software/Hardware
    Co-Verification for Custom Instruction Set Processors}, DOI={<a href="https://doi.org/10.1109/ACCESS.2021.3131213">10.1109/ACCESS.2021.3131213</a>},
    journal={IEEE Access}, publisher={IEEE}, author={Jakobs, Marie-Christine and Pauck,
    Felix and Platzner, Marco and Wehrheim, Heike and Wiersema, Tobias}, year={2021}
    }'
  chicago: Jakobs, Marie-Christine, Felix Pauck, Marco Platzner, Heike Wehrheim, and
    Tobias Wiersema. “Software/Hardware Co-Verification for Custom Instruction Set
    Processors.” <i>IEEE Access</i>, 2021. <a href="https://doi.org/10.1109/ACCESS.2021.3131213">https://doi.org/10.1109/ACCESS.2021.3131213</a>.
  ieee: 'M.-C. Jakobs, F. Pauck, M. Platzner, H. Wehrheim, and T. Wiersema, “Software/Hardware
    Co-Verification for Custom Instruction Set Processors,” <i>IEEE Access</i>, 2021,
    doi: <a href="https://doi.org/10.1109/ACCESS.2021.3131213">10.1109/ACCESS.2021.3131213</a>.'
  mla: Jakobs, Marie-Christine, et al. “Software/Hardware Co-Verification for Custom
    Instruction Set Processors.” <i>IEEE Access</i>, IEEE, 2021, doi:<a href="https://doi.org/10.1109/ACCESS.2021.3131213">10.1109/ACCESS.2021.3131213</a>.
  short: M.-C. Jakobs, F. Pauck, M. Platzner, H. Wehrheim, T. Wiersema, IEEE Access
    (2021).
date_created: 2021-11-25T14:12:22Z
date_updated: 2023-01-18T08:34:50Z
department:
- _id: '78'
doi: 10.1109/ACCESS.2021.3131213
funded_apc: '1'
keyword:
- Software Analysis
- Abstract Interpretation
- Custom Instruction
- Hardware Verification
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: IEEE Access
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Software/Hardware Co-Verification for Custom Instruction Set Processors
type: journal_article
user_id: '22398'
year: '2021'
...
---
_id: '21238'
author:
- first_name: Felix
  full_name: Pauck, Felix
  id: '22398'
  last_name: Pauck
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Pauck F, Wehrheim H. Cooperative Android App Analysis with CoDiDroid. In:
    Koziolek A, Schaefer I, Seidl C, eds. <i>Software Engineering 2021</i>. Gesellschaft
    für Informatik e.V.; 2021:83-84. doi:<a href="https://doi.org/10.18420/SE2021_30
    ">10.18420/SE2021_30 </a>'
  apa: Pauck, F., &#38; Wehrheim, H. (2021). Cooperative Android App Analysis with
    CoDiDroid. In A. Koziolek, I. Schaefer, &#38; C. Seidl (Eds.), <i>Software Engineering
    2021</i> (pp. 83–84). Gesellschaft für Informatik e.V. <a href="https://doi.org/10.18420/SE2021_30
    ">https://doi.org/10.18420/SE2021_30 </a>
  bibtex: '@inproceedings{Pauck_Wehrheim_2021, place={Bonn}, title={Cooperative Android
    App Analysis with CoDiDroid}, DOI={<a href="https://doi.org/10.18420/SE2021_30
    ">10.18420/SE2021_30 </a>}, booktitle={Software Engineering 2021}, publisher={Gesellschaft
    für Informatik e.V.}, author={Pauck, Felix and Wehrheim, Heike}, editor={Koziolek,
    Anne and Schaefer, Ina and Seidl, Christoph}, year={2021}, pages={83–84} }'
  chicago: 'Pauck, Felix, and Heike Wehrheim. “Cooperative Android App Analysis with
    CoDiDroid.” In <i>Software Engineering 2021</i>, edited by Anne Koziolek, Ina
    Schaefer, and Christoph Seidl, 83–84. Bonn: Gesellschaft für Informatik e.V.,
    2021. <a href="https://doi.org/10.18420/SE2021_30 ">https://doi.org/10.18420/SE2021_30
    </a>.'
  ieee: 'F. Pauck and H. Wehrheim, “Cooperative Android App Analysis with CoDiDroid,”
    in <i>Software Engineering 2021</i>, 2021, pp. 83–84, doi: <a href="https://doi.org/10.18420/SE2021_30
    ">10.18420/SE2021_30 </a>.'
  mla: Pauck, Felix, and Heike Wehrheim. “Cooperative Android App Analysis with CoDiDroid.”
    <i>Software Engineering 2021</i>, edited by Anne Koziolek et al., Gesellschaft
    für Informatik e.V., 2021, pp. 83–84, doi:<a href="https://doi.org/10.18420/SE2021_30
    ">10.18420/SE2021_30 </a>.
  short: 'F. Pauck, H. Wehrheim, in: A. Koziolek, I. Schaefer, C. Seidl (Eds.), Software
    Engineering 2021, Gesellschaft für Informatik e.V., Bonn, 2021, pp. 83–84.'
date_created: 2021-02-16T09:28:49Z
date_updated: 2023-01-18T08:35:20Z
department:
- _id: '77'
doi: '10.18420/SE2021_30 '
editor:
- first_name: Anne
  full_name: Koziolek, Anne
  last_name: Koziolek
- first_name: Ina
  full_name: Schaefer, Ina
  last_name: Schaefer
- first_name: Christoph
  full_name: Seidl, Christoph
  last_name: Seidl
language:
- iso: eng
page: ' 83-84 '
place: Bonn
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: Software Engineering 2021
publication_status: published
publisher: Gesellschaft für Informatik e.V.
status: public
title: Cooperative Android App Analysis with CoDiDroid
type: conference
user_id: '22398'
year: '2021'
...
---
_id: '19656'
author:
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Sharma A, Wehrheim H. Automatic Fairness Testing of Machine Learning Models.
    In: <i>Proceedings of the 32th IFIP International Conference on Testing Software
    and Systems (ICTSS)</i>. LNCS. Springer.'
  apa: Sharma, A., &#38; Wehrheim, H. (n.d.). Automatic Fairness Testing of Machine
    Learning Models. In <i>Proceedings of the 32th IFIP International Conference on
    Testing Software and Systems (ICTSS)</i>. Springer.
  bibtex: '@inproceedings{Sharma_Wehrheim, series={LNCS}, title={Automatic Fairness
    Testing of Machine Learning Models}, booktitle={Proceedings of the 32th IFIP International
    Conference on Testing Software and Systems (ICTSS)}, publisher={Springer}, author={Sharma,
    Arnab and Wehrheim, Heike}, collection={LNCS} }'
  chicago: Sharma, Arnab, and Heike Wehrheim. “Automatic Fairness Testing of Machine
    Learning Models.” In <i>Proceedings of the 32th IFIP International Conference
    on Testing Software and Systems (ICTSS)</i>. LNCS. Springer, n.d.
  ieee: A. Sharma and H. Wehrheim, “Automatic Fairness Testing of Machine Learning
    Models,” in <i>Proceedings of the 32th IFIP International Conference on Testing
    Software and Systems (ICTSS)</i>.
  mla: Sharma, Arnab, and Heike Wehrheim. “Automatic Fairness Testing of Machine Learning
    Models.” <i>Proceedings of the 32th IFIP International Conference on Testing Software
    and Systems (ICTSS)</i>, Springer.
  short: 'A. Sharma, H. Wehrheim, in: Proceedings of the 32th IFIP International Conference
    on Testing Software and Systems (ICTSS), Springer, n.d.'
date_created: 2020-09-24T12:53:02Z
date_updated: 2022-01-06T06:54:09Z
department:
- _id: '7'
- _id: '77'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '11'
  name: SFB 901 - Subproject B3
- _id: '3'
  name: SFB 901 - Project Area B
publication: Proceedings of the 32th IFIP International Conference on Testing Software
  and Systems (ICTSS)
publication_status: accepted
publisher: Springer
series_title: LNCS
status: public
title: Automatic Fairness Testing of Machine Learning Models
type: conference
user_id: '477'
year: '2020'
...
---
_id: '20274'
author:
- first_name: Eleni
  full_name: Bila, Eleni
  last_name: Bila
- first_name: Simon
  full_name: Doherty, Simon
  last_name: Doherty
- first_name: Brijesh
  full_name: Dongol, Brijesh
  last_name: Dongol
- first_name: John
  full_name: Derrick, John
  last_name: Derrick
- first_name: Gerhard
  full_name: Schellhorn, Gerhard
  last_name: Schellhorn
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Bila E, Doherty S, Dongol B, Derrick J, Schellhorn G, Wehrheim H. Defining
    and Verifying Durable Opacity: Correctness for Persistent Software Transactional
    Memory. In: Gotsman A, Sokolova A, eds. <i>Formal Techniques for Distributed Objects,
    Components, and Systems - 40th {IFIP} {WG} 6.1 International Conference, {FORTE}
    2020, Held as Part of the 15th International Federated Conference on Distributed
    Computing Techniques, DisCoTec 2020, Valletta, Malta, June 15-19, 2020, Proceedings</i>.
    Vol 12136. Lecture Notes in Computer Science. Springer; 2020:39-58. doi:<a href="https://doi.org/10.1007/978-3-030-50086-3\_3">10.1007/978-3-030-50086-3\_3</a>'
  apa: 'Bila, E., Doherty, S., Dongol, B., Derrick, J., Schellhorn, G., &#38; Wehrheim,
    H. (2020). Defining and Verifying Durable Opacity: Correctness for Persistent
    Software Transactional Memory. In A. Gotsman &#38; A. Sokolova (Eds.), <i>Formal
    Techniques for Distributed Objects, Components, and Systems - 40th {IFIP} {WG}
    6.1 International Conference, {FORTE} 2020, Held as Part of the 15th International
    Federated Conference on Distributed Computing Techniques, DisCoTec 2020, Valletta,
    Malta, June 15-19, 2020, Proceedings</i> (Vol. 12136, pp. 39–58). Springer. <a
    href="https://doi.org/10.1007/978-3-030-50086-3\_3">https://doi.org/10.1007/978-3-030-50086-3\_3</a>'
  bibtex: '@inproceedings{Bila_Doherty_Dongol_Derrick_Schellhorn_Wehrheim_2020, series={Lecture
    Notes in Computer Science}, title={Defining and Verifying Durable Opacity: Correctness
    for Persistent Software Transactional Memory}, volume={12136}, DOI={<a href="https://doi.org/10.1007/978-3-030-50086-3\_3">10.1007/978-3-030-50086-3\_3</a>},
    booktitle={Formal Techniques for Distributed Objects, Components, and Systems
    - 40th {IFIP} {WG} 6.1 International Conference, {FORTE} 2020, Held as Part of
    the 15th International Federated Conference on Distributed Computing Techniques,
    DisCoTec 2020, Valletta, Malta, June 15-19, 2020, Proceedings}, publisher={Springer},
    author={Bila, Eleni and Doherty, Simon and Dongol, Brijesh and Derrick, John and
    Schellhorn, Gerhard and Wehrheim, Heike}, editor={Gotsman, Alexey and Sokolova,
    AnaEditors}, year={2020}, pages={39–58}, collection={Lecture Notes in Computer
    Science} }'
  chicago: 'Bila, Eleni, Simon Doherty, Brijesh Dongol, John Derrick, Gerhard Schellhorn,
    and Heike Wehrheim. “Defining and Verifying Durable Opacity: Correctness for Persistent
    Software Transactional Memory.” In <i>Formal Techniques for Distributed Objects,
    Components, and Systems - 40th {IFIP} {WG} 6.1 International Conference, {FORTE}
    2020, Held as Part of the 15th International Federated Conference on Distributed
    Computing Techniques, DisCoTec 2020, Valletta, Malta, June 15-19, 2020, Proceedings</i>,
    edited by Alexey Gotsman and Ana Sokolova, 12136:39–58. Lecture Notes in Computer
    Science. Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-50086-3\_3">https://doi.org/10.1007/978-3-030-50086-3\_3</a>.'
  ieee: 'E. Bila, S. Doherty, B. Dongol, J. Derrick, G. Schellhorn, and H. Wehrheim,
    “Defining and Verifying Durable Opacity: Correctness for Persistent Software Transactional
    Memory,” in <i>Formal Techniques for Distributed Objects, Components, and Systems
    - 40th {IFIP} {WG} 6.1 International Conference, {FORTE} 2020, Held as Part of
    the 15th International Federated Conference on Distributed Computing Techniques,
    DisCoTec 2020, Valletta, Malta, June 15-19, 2020, Proceedings</i>, 2020, vol.
    12136, pp. 39–58.'
  mla: 'Bila, Eleni, et al. “Defining and Verifying Durable Opacity: Correctness for
    Persistent Software Transactional Memory.” <i>Formal Techniques for Distributed
    Objects, Components, and Systems - 40th {IFIP} {WG} 6.1 International Conference,
    {FORTE} 2020, Held as Part of the 15th International Federated Conference on Distributed
    Computing Techniques, DisCoTec 2020, Valletta, Malta, June 15-19, 2020, Proceedings</i>,
    edited by Alexey Gotsman and Ana Sokolova, vol. 12136, Springer, 2020, pp. 39–58,
    doi:<a href="https://doi.org/10.1007/978-3-030-50086-3\_3">10.1007/978-3-030-50086-3\_3</a>.'
  short: 'E. Bila, S. Doherty, B. Dongol, J. Derrick, G. Schellhorn, H. Wehrheim,
    in: A. Gotsman, A. Sokolova (Eds.), Formal Techniques for Distributed Objects,
    Components, and Systems - 40th {IFIP} {WG} 6.1 International Conference, {FORTE}
    2020, Held as Part of the 15th International Federated Conference on Distributed
    Computing Techniques, DisCoTec 2020, Valletta, Malta, June 15-19, 2020, Proceedings,
    Springer, 2020, pp. 39–58.'
date_created: 2020-11-04T08:27:09Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '77'
doi: 10.1007/978-3-030-50086-3\_3
editor:
- first_name: Alexey
  full_name: Gotsman, Alexey
  last_name: Gotsman
- first_name: Ana
  full_name: Sokolova, Ana
  last_name: Sokolova
intvolume: '     12136'
language:
- iso: eng
page: 39-58
project:
- _id: '78'
  name: Validation of Software Transactional Memory
publication: Formal Techniques for Distributed Objects, Components, and Systems -
  40th {IFIP} {WG} 6.1 International Conference, {FORTE} 2020, Held as Part of the
  15th International Federated Conference on Distributed Computing Techniques, DisCoTec
  2020, Valletta, Malta, June 15-19, 2020, Proceedings
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: 'Defining and Verifying Durable Opacity: Correctness for Persistent Software
  Transactional Memory'
type: conference
user_id: '29719'
volume: 12136
year: '2020'
...
---
_id: '20275'
author:
- first_name: Steffen
  full_name: Beringer, Steffen
  last_name: Beringer
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Beringer S, Wehrheim H. Consistency Analysis of AUTOSAR Timing Requirements.
    In: van Sinderen M, Fill H-}Georg, A. Maciaszek L, eds. <i>Proceedings of the
    15th International Conference on Software Technologies, {ICSOFT} 2020, Lieusaint,
    Paris, France, July 7-9, 2020</i>. ScitePress; 2020:15-26. doi:<a href="https://doi.org/10.5220/0009766600150026">10.5220/0009766600150026</a>'
  apa: Beringer, S., &#38; Wehrheim, H. (2020). Consistency Analysis of AUTOSAR Timing
    Requirements. In M. van Sinderen, H.-}Georg Fill, &#38; L. A. Maciaszek (Eds.),
    <i>Proceedings of the 15th International Conference on Software Technologies,
    {ICSOFT} 2020, Lieusaint, Paris, France, July 7-9, 2020</i> (pp. 15–26). ScitePress.
    <a href="https://doi.org/10.5220/0009766600150026">https://doi.org/10.5220/0009766600150026</a>
  bibtex: '@inproceedings{Beringer_Wehrheim_2020, title={Consistency Analysis of AUTOSAR
    Timing Requirements}, DOI={<a href="https://doi.org/10.5220/0009766600150026">10.5220/0009766600150026</a>},
    booktitle={Proceedings of the 15th International Conference on Software Technologies,
    {ICSOFT} 2020, Lieusaint, Paris, France, July 7-9, 2020}, publisher={ScitePress},
    author={Beringer, Steffen and Wehrheim, Heike}, editor={van Sinderen, Marten and
    Fill, Hans{-}Georg and A. Maciaszek, LeszekEditors}, year={2020}, pages={15–26}
    }'
  chicago: Beringer, Steffen, and Heike Wehrheim. “Consistency Analysis of AUTOSAR
    Timing Requirements.” In <i>Proceedings of the 15th International Conference on
    Software Technologies, {ICSOFT} 2020, Lieusaint, Paris, France, July 7-9, 2020</i>,
    edited by Marten van Sinderen, Hans{-}Georg Fill, and Leszek A. Maciaszek, 15–26.
    ScitePress, 2020. <a href="https://doi.org/10.5220/0009766600150026">https://doi.org/10.5220/0009766600150026</a>.
  ieee: S. Beringer and H. Wehrheim, “Consistency Analysis of AUTOSAR Timing Requirements,”
    in <i>Proceedings of the 15th International Conference on Software Technologies,
    {ICSOFT} 2020, Lieusaint, Paris, France, July 7-9, 2020</i>, 2020, pp. 15–26.
  mla: Beringer, Steffen, and Heike Wehrheim. “Consistency Analysis of AUTOSAR Timing
    Requirements.” <i>Proceedings of the 15th International Conference on Software
    Technologies, {ICSOFT} 2020, Lieusaint, Paris, France, July 7-9, 2020</i>, edited
    by Marten van Sinderen et al., ScitePress, 2020, pp. 15–26, doi:<a href="https://doi.org/10.5220/0009766600150026">10.5220/0009766600150026</a>.
  short: 'S. Beringer, H. Wehrheim, in: M. van Sinderen, H.-}Georg Fill, L. A. Maciaszek
    (Eds.), Proceedings of the 15th International Conference on Software Technologies,
    {ICSOFT} 2020, Lieusaint, Paris, France, July 7-9, 2020, ScitePress, 2020, pp.
    15–26.'
date_created: 2020-11-04T08:31:37Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '77'
doi: 10.5220/0009766600150026
editor:
- first_name: Marten
  full_name: van Sinderen, Marten
  last_name: van Sinderen
- first_name: Hans{-}Georg
  full_name: Fill, Hans{-}Georg
  last_name: Fill
- first_name: Leszek
  full_name: A. Maciaszek, Leszek
  last_name: A. Maciaszek
language:
- iso: eng
page: 15-26
publication: Proceedings of the 15th International Conference on Software Technologies,
  {ICSOFT} 2020, Lieusaint, Paris, France, July 7-9, 2020
publisher: ScitePress
status: public
title: Consistency Analysis of AUTOSAR Timing Requirements
type: conference
user_id: '29719'
year: '2020'
...
---
_id: '20276'
author:
- first_name: Dirk
  full_name: Beyer, Dirk
  last_name: Beyer
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: 'Beyer D, Wehrheim H. Verification Artifacts in Cooperative Verification: Survey
    and Unifying Component Framework. In: Margaria T, Steffen B, eds. <i>Leveraging
    Applications of Formal Methods, Verification and Validation: Verification Principles
    - 9th International Symposium on Leveraging Applications of Formal Methods, ISoLA
    2020, Rhodes, Greece, October 20-30, 2020, Proceedings, Part {I}</i>. Vol 12476.
    Lecture Notes in Computer Science. Springer; 2020:143-167. doi:<a href="https://doi.org/10.1007/978-3-030-61362-4\_8">10.1007/978-3-030-61362-4\_8</a>'
  apa: 'Beyer, D., &#38; Wehrheim, H. (2020). Verification Artifacts in Cooperative
    Verification: Survey and Unifying Component Framework. In T. Margaria &#38; B.
    Steffen (Eds.), <i>Leveraging Applications of Formal Methods, Verification and
    Validation: Verification Principles - 9th International Symposium on Leveraging
    Applications of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20-30, 2020,
    Proceedings, Part {I}</i> (Vol. 12476, pp. 143–167). Springer. <a href="https://doi.org/10.1007/978-3-030-61362-4\_8">https://doi.org/10.1007/978-3-030-61362-4\_8</a>'
  bibtex: '@inproceedings{Beyer_Wehrheim_2020, series={Lecture Notes in Computer Science},
    title={Verification Artifacts in Cooperative Verification: Survey and Unifying
    Component Framework}, volume={12476}, DOI={<a href="https://doi.org/10.1007/978-3-030-61362-4\_8">10.1007/978-3-030-61362-4\_8</a>},
    booktitle={Leveraging Applications of Formal Methods, Verification and Validation:
    Verification Principles - 9th International Symposium on Leveraging Applications
    of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20-30, 2020, Proceedings,
    Part {I}}, publisher={Springer}, author={Beyer, Dirk and Wehrheim, Heike}, editor={Margaria,
    Tiziana and Steffen, BernhardEditors}, year={2020}, pages={143–167}, collection={Lecture
    Notes in Computer Science} }'
  chicago: 'Beyer, Dirk, and Heike Wehrheim. “Verification Artifacts in Cooperative
    Verification: Survey and Unifying Component Framework.” In <i>Leveraging Applications
    of Formal Methods, Verification and Validation: Verification Principles - 9th
    International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020,
    Rhodes, Greece, October 20-30, 2020, Proceedings, Part {I}</i>, edited by Tiziana
    Margaria and Bernhard Steffen, 12476:143–67. Lecture Notes in Computer Science.
    Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-61362-4\_8">https://doi.org/10.1007/978-3-030-61362-4\_8</a>.'
  ieee: 'D. Beyer and H. Wehrheim, “Verification Artifacts in Cooperative Verification:
    Survey and Unifying Component Framework,” in <i>Leveraging Applications of Formal
    Methods, Verification and Validation: Verification Principles - 9th International
    Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece,
    October 20-30, 2020, Proceedings, Part {I}</i>, 2020, vol. 12476, pp. 143–167.'
  mla: 'Beyer, Dirk, and Heike Wehrheim. “Verification Artifacts in Cooperative Verification:
    Survey and Unifying Component Framework.” <i>Leveraging Applications of Formal
    Methods, Verification and Validation: Verification Principles - 9th International
    Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece,
    October 20-30, 2020, Proceedings, Part {I}</i>, edited by Tiziana Margaria and
    Bernhard Steffen, vol. 12476, Springer, 2020, pp. 143–67, doi:<a href="https://doi.org/10.1007/978-3-030-61362-4\_8">10.1007/978-3-030-61362-4\_8</a>.'
  short: 'D. Beyer, H. Wehrheim, in: T. Margaria, B. Steffen (Eds.), Leveraging Applications
    of Formal Methods, Verification and Validation: Verification Principles - 9th
    International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020,
    Rhodes, Greece, October 20-30, 2020, Proceedings, Part {I}, Springer, 2020, pp.
    143–167.'
date_created: 2020-11-04T08:36:22Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '77'
doi: 10.1007/978-3-030-61362-4\_8
editor:
- first_name: Tiziana
  full_name: Margaria, Tiziana
  last_name: Margaria
- first_name: Bernhard
  full_name: Steffen, Bernhard
  last_name: Steffen
intvolume: '     12476'
language:
- iso: eng
page: 143-167
project:
- _id: '85'
  name: Kooperative Softwareverifikation
publication: 'Leveraging Applications of Formal Methods, Verification and Validation:
  Verification Principles - 9th International Symposium on Leveraging Applications
  of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20-30, 2020, Proceedings,
  Part {I}'
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: 'Verification Artifacts in Cooperative Verification: Survey and Unifying Component
  Framework'
type: conference
user_id: '29719'
volume: 12476
year: '2020'
...
---
_id: '20277'
citation:
  ama: Wehrheim H, Cabot J, eds. <i>Fundamental Approaches to Software Engineering
    - 23rd International Conference, FASE 2020, Held as Part of the European Joint
    Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April
    25-30, 2020, Proceedings</i>. Vol 12076. Springer; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-45234-6">10.1007/978-3-030-45234-6</a>
  apa: Wehrheim, H., &#38; Cabot, J. (Eds.). (2020). <i>Fundamental Approaches to
    Software Engineering - 23rd International Conference, FASE 2020, Held as Part
    of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020,
    Dublin, Ireland, April 25-30, 2020, Proceedings</i> (Vol. 12076). Springer. <a
    href="https://doi.org/10.1007/978-3-030-45234-6">https://doi.org/10.1007/978-3-030-45234-6</a>
  bibtex: '@book{Wehrheim_Cabot_2020, series={Lecture Notes in Computer Science},
    title={Fundamental Approaches to Software Engineering - 23rd International Conference,
    FASE 2020, Held as Part of the European Joint Conferences on Theory and Practice
    of Software, ETAPS 2020, Dublin, Ireland, April 25-30, 2020, Proceedings}, volume={12076},
    DOI={<a href="https://doi.org/10.1007/978-3-030-45234-6">10.1007/978-3-030-45234-6</a>},
    publisher={Springer}, year={2020}, collection={Lecture Notes in Computer Science}
    }'
  chicago: Wehrheim, Heike, and Jordi Cabot, eds. <i>Fundamental Approaches to Software
    Engineering - 23rd International Conference, FASE 2020, Held as Part of the European
    Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland,
    April 25-30, 2020, Proceedings</i>. Vol. 12076. Lecture Notes in Computer Science.
    Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-45234-6">https://doi.org/10.1007/978-3-030-45234-6</a>.
  ieee: H. Wehrheim and J. Cabot, Eds., <i>Fundamental Approaches to Software Engineering
    - 23rd International Conference, FASE 2020, Held as Part of the European Joint
    Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April
    25-30, 2020, Proceedings</i>, vol. 12076. Springer, 2020.
  mla: Wehrheim, Heike, and Jordi Cabot, editors. <i>Fundamental Approaches to Software
    Engineering - 23rd International Conference, FASE 2020, Held as Part of the European
    Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland,
    April 25-30, 2020, Proceedings</i>. Vol. 12076, Springer, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-45234-6">10.1007/978-3-030-45234-6</a>.
  short: H. Wehrheim, J. Cabot, eds., Fundamental Approaches to Software Engineering
    - 23rd International Conference, FASE 2020, Held as Part of the European Joint
    Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April
    25-30, 2020, Proceedings, Springer, 2020.
date_created: 2020-11-04T08:42:19Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '77'
doi: 10.1007/978-3-030-45234-6
editor:
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
- first_name: Jordi
  full_name: Cabot, Jordi
  last_name: Cabot
intvolume: '     12076'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-030-45233-9
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Fundamental Approaches to Software Engineering - 23rd International Conference,
  FASE 2020, Held as Part of the European Joint Conferences on Theory and Practice
  of Software, ETAPS 2020, Dublin, Ireland, April 25-30, 2020, Proceedings
type: conference_editor
user_id: '29719'
volume: 12076
year: '2020'
...
---
_id: '20278'
citation:
  ama: Ahrendt W, Wehrheim H, eds. <i>Tests and Proofs - 14th International Conference,
    TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings [Postponed]</i>.
    Vol 12165. Springer; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-50995-8">10.1007/978-3-030-50995-8</a>
  apa: Ahrendt, W., &#38; Wehrheim, H. (Eds.). (2020). <i>Tests and Proofs - 14th
    International Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings
    [postponed]</i> (Vol. 12165). Springer. <a href="https://doi.org/10.1007/978-3-030-50995-8">https://doi.org/10.1007/978-3-030-50995-8</a>
  bibtex: '@book{Ahrendt_Wehrheim_2020, series={Lecture Notes in Computer Science},
    title={Tests and Proofs - 14th International Conference, TAP@STAF 2020, Bergen,
    Norway, June 22-23, 2020, Proceedings [postponed]}, volume={12165}, DOI={<a href="https://doi.org/10.1007/978-3-030-50995-8">10.1007/978-3-030-50995-8</a>},
    publisher={Springer}, year={2020}, collection={Lecture Notes in Computer Science}
    }'
  chicago: Ahrendt, Wolfgang, and Heike Wehrheim, eds. <i>Tests and Proofs - 14th
    International Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings
    [Postponed]</i>. Vol. 12165. Lecture Notes in Computer Science. Springer, 2020.
    <a href="https://doi.org/10.1007/978-3-030-50995-8">https://doi.org/10.1007/978-3-030-50995-8</a>.
  ieee: W. Ahrendt and H. Wehrheim, Eds., <i>Tests and Proofs - 14th International
    Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings [postponed]</i>,
    vol. 12165. Springer, 2020.
  mla: Ahrendt, Wolfgang, and Heike Wehrheim, editors. <i>Tests and Proofs - 14th
    International Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings
    [Postponed]</i>. Vol. 12165, Springer, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-50995-8">10.1007/978-3-030-50995-8</a>.
  short: W. Ahrendt, H. Wehrheim, eds., Tests and Proofs - 14th International Conference,
    TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings [Postponed], Springer,
    2020.
date_created: 2020-11-04T08:44:33Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '77'
doi: 10.1007/978-3-030-50995-8
editor:
- first_name: Wolfgang
  full_name: Ahrendt, Wolfgang
  last_name: Ahrendt
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
intvolume: '     12165'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-030-50994-1
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Tests and Proofs - 14th International Conference, TAP@STAF 2020, Bergen, Norway,
  June 22-23, 2020, Proceedings [postponed]
type: conference_editor
user_id: '29719'
volume: 12165
year: '2020'
...
