---
_id: '25331'
author:
- first_name: Marcus
full_name: Brinkmann, Marcus
last_name: Brinkmann
- first_name: Christian
full_name: Dresen, Christian
last_name: Dresen
- first_name: Robert
full_name: Merget, Robert
last_name: Merget
- first_name: Damian
full_name: Poddebniak, Damian
last_name: Poddebniak
- first_name: Jens
full_name: Müller, Jens
last_name: Müller
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
- first_name: Jörg
full_name: Schwenk, Jörg
last_name: Schwenk
- first_name: Sebastian
full_name: Schinzel, Sebastian
last_name: Schinzel
citation:
ama: 'Brinkmann M, Dresen C, Merget R, et al. ALPACA: Application Layer Protocol
Confusion - Analyzing and Mitigating Cracks in TLS Authentication. In: 30th
{USENIX} Security Symposium ({USENIX} Security 21). {USENIX} Association;
2021:4293-4310.'
apa: 'Brinkmann, M., Dresen, C., Merget, R., Poddebniak, D., Müller, J., Somorovsky,
J., Schwenk, J., & Schinzel, S. (2021). ALPACA: Application Layer Protocol
Confusion - Analyzing and Mitigating Cracks in TLS Authentication. 30th {USENIX}
Security Symposium ({USENIX} Security 21), 4293–4310.'
bibtex: '@inproceedings{Brinkmann_Dresen_Merget_Poddebniak_Müller_Somorovsky_Schwenk_Schinzel_2021,
title={ALPACA: Application Layer Protocol Confusion - Analyzing and Mitigating
Cracks in TLS Authentication}, booktitle={30th {USENIX} Security Symposium ({USENIX}
Security 21)}, publisher={{USENIX} Association}, author={Brinkmann, Marcus and
Dresen, Christian and Merget, Robert and Poddebniak, Damian and Müller, Jens and
Somorovsky, Juraj and Schwenk, Jörg and Schinzel, Sebastian}, year={2021}, pages={4293–4310}
}'
chicago: 'Brinkmann, Marcus, Christian Dresen, Robert Merget, Damian Poddebniak,
Jens Müller, Juraj Somorovsky, Jörg Schwenk, and Sebastian Schinzel. “ALPACA:
Application Layer Protocol Confusion - Analyzing and Mitigating Cracks in TLS
Authentication.” In 30th {USENIX} Security Symposium ({USENIX} Security 21),
4293–4310. {USENIX} Association, 2021.'
ieee: 'M. Brinkmann et al., “ALPACA: Application Layer Protocol Confusion
- Analyzing and Mitigating Cracks in TLS Authentication,” in 30th {USENIX}
Security Symposium ({USENIX} Security 21), 2021, pp. 4293–4310.'
mla: 'Brinkmann, Marcus, et al. “ALPACA: Application Layer Protocol Confusion -
Analyzing and Mitigating Cracks in TLS Authentication.” 30th {USENIX} Security
Symposium ({USENIX} Security 21), {USENIX} Association, 2021, pp. 4293–310.'
short: 'M. Brinkmann, C. Dresen, R. Merget, D. Poddebniak, J. Müller, J. Somorovsky,
J. Schwenk, S. Schinzel, in: 30th {USENIX} Security Symposium ({USENIX} Security
21), {USENIX} Association, 2021, pp. 4293–4310.'
date_created: 2021-10-04T18:53:47Z
date_updated: 2022-01-06T06:57:01Z
department:
- _id: '632'
language:
- iso: eng
page: 4293-4310
publication: 30th {USENIX} Security Symposium ({USENIX} Security 21)
publication_identifier:
isbn:
- 978-1-939133-24-3
publisher: '{USENIX} Association'
status: public
title: 'ALPACA: Application Layer Protocol Confusion - Analyzing and Mitigating Cracks
in TLS Authentication'
type: conference
user_id: '83504'
year: '2021'
...
---
_id: '25332'
author:
- first_name: Robert
full_name: Merget, Robert
last_name: Merget
- first_name: Marcus
full_name: Brinkmann, Marcus
last_name: Brinkmann
- first_name: Nimrod
full_name: Aviram, Nimrod
last_name: Aviram
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
- first_name: Johannes
full_name: Mittmann, Johannes
last_name: Mittmann
- first_name: Jörg
full_name: Schwenk, Jörg
last_name: Schwenk
citation:
ama: 'Merget R, Brinkmann M, Aviram N, Somorovsky J, Mittmann J, Schwenk J. Raccoon
Attack: Finding and Exploiting Most-Significant-Bit-Oracles in TLS-DH(E). In:
30th {USENIX} Security Symposium ({USENIX} Security 21). {USENIX} Association;
2021:213-230.'
apa: 'Merget, R., Brinkmann, M., Aviram, N., Somorovsky, J., Mittmann, J., &
Schwenk, J. (2021). Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles
in TLS-DH(E). 30th {USENIX} Security Symposium ({USENIX} Security 21),
213–230.'
bibtex: '@inproceedings{Merget_Brinkmann_Aviram_Somorovsky_Mittmann_Schwenk_2021,
title={Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles in
TLS-DH(E)}, booktitle={30th {USENIX} Security Symposium ({USENIX} Security 21)},
publisher={{USENIX} Association}, author={Merget, Robert and Brinkmann, Marcus
and Aviram, Nimrod and Somorovsky, Juraj and Mittmann, Johannes and Schwenk, Jörg},
year={2021}, pages={213–230} }'
chicago: 'Merget, Robert, Marcus Brinkmann, Nimrod Aviram, Juraj Somorovsky, Johannes
Mittmann, and Jörg Schwenk. “Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles
in TLS-DH(E).” In 30th {USENIX} Security Symposium ({USENIX} Security 21),
213–30. {USENIX} Association, 2021.'
ieee: 'R. Merget, M. Brinkmann, N. Aviram, J. Somorovsky, J. Mittmann, and J. Schwenk,
“Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles in TLS-DH(E),”
in 30th {USENIX} Security Symposium ({USENIX} Security 21), 2021, pp. 213–230.'
mla: 'Merget, Robert, et al. “Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles
in TLS-DH(E).” 30th {USENIX} Security Symposium ({USENIX} Security 21),
{USENIX} Association, 2021, pp. 213–30.'
short: 'R. Merget, M. Brinkmann, N. Aviram, J. Somorovsky, J. Mittmann, J. Schwenk,
in: 30th {USENIX} Security Symposium ({USENIX} Security 21), {USENIX} Association,
2021, pp. 213–230.'
date_created: 2021-10-04T18:55:36Z
date_updated: 2022-01-06T06:57:01Z
department:
- _id: '632'
language:
- iso: eng
page: 213-230
publication: 30th {USENIX} Security Symposium ({USENIX} Security 21)
publication_identifier:
isbn:
- 978-1-939133-24-3
publisher: '{USENIX} Association'
status: public
title: 'Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles in TLS-DH(E)'
type: conference
user_id: '83504'
year: '2021'
...
---
_id: '25521'
citation:
ama: 'Schulte C, A. Becker B, Divitini M, Barendsen E, eds. ITiCSE 2021: 26th
ACM Conference on Innovation and Technology in Computer Science Education, Virtual
Event, Germany, June 26 - July 1, 2021 - Working Group Reports. ACM; 2021.
doi:10.1145/3456565'
apa: 'Schulte, C., A. Becker, B., Divitini, M., & Barendsen, E. (Eds.). (2021).
ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer Science
Education, Virtual Event, Germany, June 26 - July 1, 2021 - Working Group Reports.
ACM. https://doi.org/10.1145/3456565'
bibtex: '@book{Schulte_A. Becker_Divitini_Barendsen_2021, title={ITiCSE 2021: 26th
ACM Conference on Innovation and Technology in Computer Science Education, Virtual
Event, Germany, June 26 - July 1, 2021 - Working Group Reports}, DOI={10.1145/3456565},
publisher={ACM}, year={2021} }'
chicago: 'Schulte, Carsten, Brett A. Becker, Monica Divitini, and Erik Barendsen,
eds. ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
Science Education, Virtual Event, Germany, June 26 - July 1, 2021 - Working Group
Reports. ACM, 2021. https://doi.org/10.1145/3456565.'
ieee: 'C. Schulte, B. A. Becker, M. Divitini, and E. Barendsen, Eds., ITiCSE
2021: 26th ACM Conference on Innovation and Technology in Computer Science Education,
Virtual Event, Germany, June 26 - July 1, 2021 - Working Group Reports. ACM,
2021.'
mla: 'Schulte, Carsten, et al., editors. ITiCSE 2021: 26th ACM Conference on
Innovation and Technology in Computer Science Education, Virtual Event, Germany,
June 26 - July 1, 2021 - Working Group Reports. ACM, 2021, doi:10.1145/3456565.'
short: 'C. Schulte, B. A. Becker, M. Divitini, E. Barendsen, eds., ITiCSE 2021:
26th ACM Conference on Innovation and Technology in Computer Science Education,
Virtual Event, Germany, June 26 - July 1, 2021 - Working Group Reports, ACM, 2021.'
date_created: 2021-10-05T13:59:52Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3456565
editor:
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Brett
full_name: A. Becker, Brett
last_name: A. Becker
- first_name: Monica
full_name: Divitini, Monica
last_name: Divitini
- first_name: Erik
full_name: Barendsen, Erik
last_name: Barendsen
language:
- iso: eng
publication_identifier:
isbn:
- 978-1-4503-8397-4
publisher: ACM
status: public
title: 'ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
Science Education, Virtual Event, Germany, June 26 - July 1, 2021 - Working Group
Reports'
type: conference_editor
user_id: '21145'
year: '2021'
...
---
_id: '25522'
citation:
ama: 'Schulte C, A. Becker B, Divitini M, Barendsen E, eds. ITiCSE 2021: 26th
ACM Conference on Innovation and Technology in Computer Science Education, Virtual
Event, Germany, June 26 - July 1, 2021. ACM; 2021. doi:10.1145/3430665'
apa: 'Schulte, C., A. Becker, B., Divitini, M., & Barendsen, E. (Eds.). (2021).
ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer Science
Education, Virtual Event, Germany, June 26 - July 1, 2021. ACM. https://doi.org/10.1145/3430665'
bibtex: '@book{Schulte_A. Becker_Divitini_Barendsen_2021, title={ITiCSE 2021: 26th
ACM Conference on Innovation and Technology in Computer Science Education, Virtual
Event, Germany, June 26 - July 1, 2021}, DOI={10.1145/3430665},
publisher={ACM}, year={2021} }'
chicago: 'Schulte, Carsten, Brett A. Becker, Monica Divitini, and Erik Barendsen,
eds. ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
Science Education, Virtual Event, Germany, June 26 - July 1, 2021. ACM, 2021.
https://doi.org/10.1145/3430665.'
ieee: 'C. Schulte, B. A. Becker, M. Divitini, and E. Barendsen, Eds., ITiCSE
2021: 26th ACM Conference on Innovation and Technology in Computer Science Education,
Virtual Event, Germany, June 26 - July 1, 2021. ACM, 2021.'
mla: 'Schulte, Carsten, et al., editors. ITiCSE 2021: 26th ACM Conference on
Innovation and Technology in Computer Science Education, Virtual Event, Germany,
June 26 - July 1, 2021. ACM, 2021, doi:10.1145/3430665.'
short: 'C. Schulte, B. A. Becker, M. Divitini, E. Barendsen, eds., ITiCSE 2021:
26th ACM Conference on Innovation and Technology in Computer Science Education,
Virtual Event, Germany, June 26 - July 1, 2021, ACM, 2021.'
date_created: 2021-10-05T14:02:09Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3430665
editor:
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Brett
full_name: A. Becker, Brett
last_name: A. Becker
- first_name: Monica
full_name: Divitini, Monica
last_name: Divitini
- first_name: Erik
full_name: Barendsen, Erik
last_name: Barendsen
language:
- iso: eng
publication_identifier:
isbn:
- 978-1-4503-8214-4
publisher: ACM
status: public
title: 'ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
Science Education, Virtual Event, Germany, June 26 - July 1, 2021'
type: conference_editor
user_id: '21145'
year: '2021'
...
---
_id: '25525'
author:
- first_name: Gregor
full_name: Große-Bölting, Gregor
last_name: Große-Bölting
- first_name: Dietrich Karl-Heinz
full_name: Gerstenberger, Dietrich Karl-Heinz
id: '65294'
last_name: Gerstenberger
- first_name: Lara
full_name: Gildehaus, Lara
last_name: Gildehaus
- first_name: Andreas
full_name: Mühling, Andreas
last_name: Mühling
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: 'Große-Bölting G, Gerstenberger DK-H, Gildehaus L, Mühling A, Schulte C. Identity
in K-12 Computer Education Research: A Systematic Literature Review. In: J. Ko
A, Vahrenhold J, McCauley R, Hauswirth M, eds. ICER 2021: ACM Conference on
International Computing Education Research, Virtual Event, USA, August 16-19,
2021. ACM; 2021:169-183. doi:10.1145/3446871.3469757'
apa: 'Große-Bölting, G., Gerstenberger, D. K.-H., Gildehaus, L., Mühling, A., &
Schulte, C. (2021). Identity in K-12 Computer Education Research: A Systematic
Literature Review. In A. J. Ko, J. Vahrenhold, R. McCauley, & M. Hauswirth
(Eds.), ICER 2021: ACM Conference on International Computing Education Research,
Virtual Event, USA, August 16-19, 2021 (pp. 169–183). ACM. https://doi.org/10.1145/3446871.3469757'
bibtex: '@inproceedings{Große-Bölting_Gerstenberger_Gildehaus_Mühling_Schulte_2021,
title={Identity in K-12 Computer Education Research: A Systematic Literature Review},
DOI={10.1145/3446871.3469757},
booktitle={ICER 2021: ACM Conference on International Computing Education Research,
Virtual Event, USA, August 16-19, 2021}, publisher={ACM}, author={Große-Bölting,
Gregor and Gerstenberger, Dietrich Karl-Heinz and Gildehaus, Lara and Mühling,
Andreas and Schulte, Carsten}, editor={J. Ko, Amy and Vahrenhold, Jan and McCauley,
René and Hauswirth, Matthias}, year={2021}, pages={169–183} }'
chicago: 'Große-Bölting, Gregor, Dietrich Karl-Heinz Gerstenberger, Lara Gildehaus,
Andreas Mühling, and Carsten Schulte. “Identity in K-12 Computer Education Research:
A Systematic Literature Review.” In ICER 2021: ACM Conference on International
Computing Education Research, Virtual Event, USA, August 16-19, 2021, edited
by Amy J. Ko, Jan Vahrenhold, René McCauley, and Matthias Hauswirth, 169–83. ACM,
2021. https://doi.org/10.1145/3446871.3469757.'
ieee: 'G. Große-Bölting, D. K.-H. Gerstenberger, L. Gildehaus, A. Mühling, and C.
Schulte, “Identity in K-12 Computer Education Research: A Systematic Literature
Review,” in ICER 2021: ACM Conference on International Computing Education
Research, Virtual Event, USA, August 16-19, 2021, 2021, pp. 169–183, doi:
10.1145/3446871.3469757.'
mla: 'Große-Bölting, Gregor, et al. “Identity in K-12 Computer Education Research:
A Systematic Literature Review.” ICER 2021: ACM Conference on International
Computing Education Research, Virtual Event, USA, August 16-19, 2021, edited
by Amy J. Ko et al., ACM, 2021, pp. 169–83, doi:10.1145/3446871.3469757.'
short: 'G. Große-Bölting, D.K.-H. Gerstenberger, L. Gildehaus, A. Mühling, C. Schulte,
in: A. J. Ko, J. Vahrenhold, R. McCauley, M. Hauswirth (Eds.), ICER 2021: ACM
Conference on International Computing Education Research, Virtual Event, USA,
August 16-19, 2021, ACM, 2021, pp. 169–183.'
date_created: 2021-10-05T14:09:27Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3446871.3469757
editor:
- first_name: Amy
full_name: J. Ko, Amy
last_name: J. Ko
- first_name: Jan
full_name: Vahrenhold, Jan
last_name: Vahrenhold
- first_name: René
full_name: McCauley, René
last_name: McCauley
- first_name: Matthias
full_name: Hauswirth, Matthias
last_name: Hauswirth
language:
- iso: eng
page: 169-183
publication: 'ICER 2021: ACM Conference on International Computing Education Research,
Virtual Event, USA, August 16-19, 2021'
publisher: ACM
status: public
title: 'Identity in K-12 Computer Education Research: A Systematic Literature Review'
type: conference
user_id: '21145'
year: '2021'
...
---
_id: '25527'
author:
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Brett
full_name: A. Becker, Brett
last_name: A. Becker
citation:
ama: Schulte C, A. Becker B. ITiCSE 2021 recap. ACM SIGCSE Bull. 2021;53(3):3-4.
doi:10.1145/3483403.3483405
apa: Schulte, C., & A. Becker, B. (2021). ITiCSE 2021 recap. ACM SIGCSE Bull.,
53(3), 3–4. https://doi.org/10.1145/3483403.3483405
bibtex: '@article{Schulte_A. Becker_2021, title={ITiCSE 2021 recap}, volume={53},
DOI={10.1145/3483403.3483405},
number={3}, journal={ACM SIGCSE Bull.}, author={Schulte, Carsten and A. Becker,
Brett}, year={2021}, pages={3–4} }'
chicago: 'Schulte, Carsten, and Brett A. Becker. “ITiCSE 2021 Recap.” ACM SIGCSE
Bull. 53, no. 3 (2021): 3–4. https://doi.org/10.1145/3483403.3483405.'
ieee: 'C. Schulte and B. A. Becker, “ITiCSE 2021 recap,” ACM SIGCSE Bull.,
vol. 53, no. 3, pp. 3–4, 2021, doi: 10.1145/3483403.3483405.'
mla: Schulte, Carsten, and Brett A. Becker. “ITiCSE 2021 Recap.” ACM SIGCSE Bull.,
vol. 53, no. 3, 2021, pp. 3–4, doi:10.1145/3483403.3483405.
short: C. Schulte, B. A. Becker, ACM SIGCSE Bull. 53 (2021) 3–4.
date_created: 2021-10-05T14:18:48Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3483403.3483405
intvolume: ' 53'
issue: '3'
language:
- iso: eng
page: 3-4
publication: ACM SIGCSE Bull.
status: public
title: ITiCSE 2021 recap
type: journal_article
user_id: '21145'
volume: 53
year: '2021'
...
---
_id: '20115'
author:
- first_name: Gabriella
full_name: Skitalinskaya, Gabriella
last_name: Skitalinskaya
- first_name: Jonas
full_name: Klaff, Jonas
last_name: Klaff
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
citation:
ama: 'Skitalinskaya G, Klaff J, Wachsmuth H. Learning From Revisions: Quality Assessment
of Claims in Argumentation at Scale. In: Proceedings of the 16th Conference
of the European Chapter of the Association for Computational Linguistics.
; 2021:1718-1729.'
apa: 'Skitalinskaya, G., Klaff, J., & Wachsmuth, H. (2021). Learning From Revisions:
Quality Assessment of Claims in Argumentation at Scale. In Proceedings of the
16th Conference of the European Chapter of the Association for Computational Linguistics
(pp. 1718–1729).'
bibtex: '@inproceedings{Skitalinskaya_Klaff_Wachsmuth_2021, title={Learning From
Revisions: Quality Assessment of Claims in Argumentation at Scale}, booktitle={Proceedings
of the 16th Conference of the European Chapter of the Association for Computational
Linguistics}, author={Skitalinskaya, Gabriella and Klaff, Jonas and Wachsmuth,
Henning}, year={2021}, pages={1718–1729} }'
chicago: 'Skitalinskaya, Gabriella, Jonas Klaff, and Henning Wachsmuth. “Learning
From Revisions: Quality Assessment of Claims in Argumentation at Scale.” In Proceedings
of the 16th Conference of the European Chapter of the Association for Computational
Linguistics, 1718–29, 2021.'
ieee: 'G. Skitalinskaya, J. Klaff, and H. Wachsmuth, “Learning From Revisions: Quality
Assessment of Claims in Argumentation at Scale,” in Proceedings of the 16th
Conference of the European Chapter of the Association for Computational Linguistics,
2021, pp. 1718–1729.'
mla: 'Skitalinskaya, Gabriella, et al. “Learning From Revisions: Quality Assessment
of Claims in Argumentation at Scale.” Proceedings of the 16th Conference of
the European Chapter of the Association for Computational Linguistics, 2021,
pp. 1718–29.'
short: 'G. Skitalinskaya, J. Klaff, H. Wachsmuth, in: Proceedings of the 16th Conference
of the European Chapter of the Association for Computational Linguistics, 2021,
pp. 1718–1729.'
date_created: 2020-10-16T12:39:27Z
date_updated: 2022-01-06T06:54:19Z
department:
- _id: '600'
language:
- iso: eng
main_file_link:
- url: https://www.aclweb.org/anthology/2021.eacl-main.147/
page: 1718-1729
publication: Proceedings of the 16th Conference of the European Chapter of the Association
for Computational Linguistics
status: public
title: 'Learning From Revisions: Quality Assessment of Claims in Argumentation at
Scale'
type: conference
user_id: '82920'
year: '2021'
...
---
_id: '20125'
abstract:
- lang: eng
text: Datacenter applications have different resource requirements from network
and developing flow scheduling heuristics for every workload is practically infeasible.
In this paper, we show that deep reinforcement learning (RL) can be used to efficiently
learn flow scheduling policies for different workloads without manual feature
engineering. Specifically, we present LFS, which learns to optimize a high-level
performance objective, e.g., maximize the number of flow admissions while meeting
the deadlines. The LFS scheduler is trained through deep RL to learn a scheduling
policy on continuous online flow arrivals. The evaluation results show that the
trained LFS scheduler admits 1.05x more flows than the greedy flow scheduling
heuristics under varying network load.
author:
- first_name: Asif
full_name: Hasnain, Asif
id: '63288'
last_name: Hasnain
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Hasnain A, Karl H. Learning Flow Scheduling. In: 2021 IEEE 18th Annual
Consumer Communications & Networking Conference (CCNC). IEEE Computer
Society. doi:https://doi.org/10.1109/CCNC49032.2021.9369514'
apa: 'Hasnain, A., & Karl, H. (n.d.). Learning Flow Scheduling. In 2021 IEEE
18th Annual Consumer Communications & Networking Conference (CCNC). Las
Vegas, USA: IEEE Computer Society. https://doi.org/10.1109/CCNC49032.2021.9369514'
bibtex: '@inproceedings{Hasnain_Karl, title={Learning Flow Scheduling}, DOI={https://doi.org/10.1109/CCNC49032.2021.9369514},
booktitle={2021 IEEE 18th Annual Consumer Communications & Networking Conference
(CCNC)}, publisher={IEEE Computer Society}, author={Hasnain, Asif and Karl, Holger}
}'
chicago: Hasnain, Asif, and Holger Karl. “Learning Flow Scheduling.” In 2021
IEEE 18th Annual Consumer Communications & Networking Conference (CCNC).
IEEE Computer Society, n.d. https://doi.org/10.1109/CCNC49032.2021.9369514.
ieee: A. Hasnain and H. Karl, “Learning Flow Scheduling,” in 2021 IEEE 18th Annual
Consumer Communications & Networking Conference (CCNC), Las Vegas, USA.
mla: Hasnain, Asif, and Holger Karl. “Learning Flow Scheduling.” 2021 IEEE 18th
Annual Consumer Communications & Networking Conference (CCNC), IEEE Computer
Society, doi:https://doi.org/10.1109/CCNC49032.2021.9369514.
short: 'A. Hasnain, H. Karl, in: 2021 IEEE 18th Annual Consumer Communications &
Networking Conference (CCNC), IEEE Computer Society, n.d.'
conference:
end_date: 2021-01-12
location: Las Vegas, USA
name: 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)
start_date: 2021-01-09
date_created: 2020-10-19T14:27:17Z
date_updated: 2022-01-06T06:54:20Z
ddc:
- '000'
department:
- _id: '75'
doi: https://doi.org/10.1109/CCNC49032.2021.9369514
keyword:
- Flow scheduling
- Deadlines
- Reinforcement learning
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9369514
project:
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
- _id: '1'
name: SFB 901
publication: 2021 IEEE 18th Annual Consumer Communications & Networking Conference
(CCNC)
publication_status: accepted
publisher: IEEE Computer Society
status: public
title: Learning Flow Scheduling
type: conference
user_id: '63288'
year: '2021'
...
---
_id: '20244'
author:
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Jonas
full_name: Kirchhoff, Jonas
id: '39928'
last_name: Kirchhoff
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Gottschalk S, Kirchhoff J, Engels G. Extending Business Model Development
Tools with Consolidated Expert Knowledge . In: Shishkov B, ed. Business Modeling
and Software Design. ; 2021. doi:10.1007/978-3-030-79976-2_1'
apa: Gottschalk, S., Kirchhoff, J., & Engels, G. (2021). Extending Business
Model Development Tools with Consolidated Expert Knowledge . In B. Shishkov (Ed.),
Business Modeling and Software Design. Sofia. https://doi.org/10.1007/978-3-030-79976-2_1
bibtex: '@inproceedings{Gottschalk_Kirchhoff_Engels_2021, title={Extending Business
Model Development Tools with Consolidated Expert Knowledge }, DOI={10.1007/978-3-030-79976-2_1},
booktitle={Business Modeling and Software Design}, author={Gottschalk, Sebastian
and Kirchhoff, Jonas and Engels, Gregor}, editor={Shishkov, BorisEditor}, year={2021}
}'
chicago: Gottschalk, Sebastian, Jonas Kirchhoff, and Gregor Engels. “Extending Business
Model Development Tools with Consolidated Expert Knowledge .” In Business Modeling
and Software Design, edited by Boris Shishkov, 2021. https://doi.org/10.1007/978-3-030-79976-2_1.
ieee: S. Gottschalk, J. Kirchhoff, and G. Engels, “Extending Business Model Development
Tools with Consolidated Expert Knowledge ,” in Business Modeling and Software
Design, Sofia, 2021.
mla: Gottschalk, Sebastian, et al. “Extending Business Model Development Tools with
Consolidated Expert Knowledge .” Business Modeling and Software Design,
edited by Boris Shishkov, 2021, doi:10.1007/978-3-030-79976-2_1.
short: 'S. Gottschalk, J. Kirchhoff, G. Engels, in: B. Shishkov (Ed.), Business
Modeling and Software Design, 2021.'
conference:
end_date: 2021-07-07
location: Sofia
name: International Symposium on Business Modeling and Software Design
start_date: 2021-07-05
date_created: 2020-11-02T13:27:29Z
date_updated: 2022-01-06T06:54:25Z
ddc:
- '000'
department:
- _id: '66'
- _id: '534'
doi: 10.1007/978-3-030-79976-2_1
editor:
- first_name: Boris
full_name: Shishkov, Boris
last_name: Shishkov
file:
- access_level: open_access
content_type: application/pdf
creator: sego
date_created: 2021-07-20T16:17:55Z
date_updated: 2021-07-20T16:19:56Z
file_id: '22768'
file_name: BMSD21.pdf
file_size: 1101782
relation: main_file
file_date_updated: 2021-07-20T16:19:56Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication: Business Modeling and Software Design
status: public
title: 'Extending Business Model Development Tools with Consolidated Expert Knowledge '
type: conference
user_id: '47208'
year: '2021'
...
---
_id: '28099'
abstract:
- lang: eng
text: N-body methods are one of the essential algorithmic building blocks of high-performance
and parallel computing. Previous research has shown promising performance for
implementing n-body simulations with pairwise force calculations on FPGAs. However,
to avoid challenges with accumulation and memory access patterns, the presented
designs calculate each pair of forces twice, along with both force sums of the
involved particles. Also, they require large problem instances with hundreds of
thousands of particles to reach their respective peak performance, limiting the
applicability for strong scaling scenarios. This work addresses both issues by
presenting a novel FPGA design that uses each calculated force twice and overlaps
data transfers and computations in a way that allows to reach peak performance
even for small problem instances, outperforming previous single precision results
even in double precision, and scaling linearly over multiple interconnected FPGAs.
For a comparison across architectures, we provide an equally optimized CPU reference,
which for large problems actually achieves higher peak performance per device,
however, given the strong scaling advantages of the FPGA design, in parallel setups
with few thousand particles per device, the FPGA platform achieves highest performance
and power efficiency.
article_type: original
author:
- first_name: Johannes
full_name: Menzel, Johannes
last_name: Menzel
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
citation:
ama: Menzel J, Plessl C, Kenter T. The Strong Scaling Advantage of FPGAs in HPC
for N-body Simulations. ACM Transactions on Reconfigurable Technology and Systems.
2021;15(1):1-30. doi:10.1145/3491235
apa: Menzel, J., Plessl, C., & Kenter, T. (2021). The Strong Scaling Advantage
of FPGAs in HPC for N-body Simulations. ACM Transactions on Reconfigurable
Technology and Systems, 15(1), 1–30. https://doi.org/10.1145/3491235
bibtex: '@article{Menzel_Plessl_Kenter_2021, title={The Strong Scaling Advantage
of FPGAs in HPC for N-body Simulations}, volume={15}, DOI={10.1145/3491235},
number={1}, journal={ACM Transactions on Reconfigurable Technology and Systems},
author={Menzel, Johannes and Plessl, Christian and Kenter, Tobias}, year={2021},
pages={1–30} }'
chicago: 'Menzel, Johannes, Christian Plessl, and Tobias Kenter. “The Strong Scaling
Advantage of FPGAs in HPC for N-Body Simulations.” ACM Transactions on Reconfigurable
Technology and Systems 15, no. 1 (2021): 1–30. https://doi.org/10.1145/3491235.'
ieee: 'J. Menzel, C. Plessl, and T. Kenter, “The Strong Scaling Advantage of FPGAs
in HPC for N-body Simulations,” ACM Transactions on Reconfigurable Technology
and Systems, vol. 15, no. 1, pp. 1–30, 2021, doi: 10.1145/3491235.'
mla: Menzel, Johannes, et al. “The Strong Scaling Advantage of FPGAs in HPC for
N-Body Simulations.” ACM Transactions on Reconfigurable Technology and Systems,
vol. 15, no. 1, 2021, pp. 1–30, doi:10.1145/3491235.
short: J. Menzel, C. Plessl, T. Kenter, ACM Transactions on Reconfigurable Technology
and Systems 15 (2021) 1–30.
date_created: 2021-11-30T10:00:31Z
date_updated: 2022-01-06T06:57:51Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3491235
intvolume: ' 15'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dl.acm.org/doi/10.1145/3491235
oa: '1'
page: 1-30
publication: ACM Transactions on Reconfigurable Technology and Systems
publication_identifier:
issn:
- 1936-7406
- 1936-7414
publication_status: published
quality_controlled: '1'
status: public
title: The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations
type: journal_article
user_id: '3145'
volume: 15
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: Proceedings of the 20th IEEE International
Conference on Machine Learning and Applications (ICMLA). IEEE.'
apa: Sharma, A., Demir, C., Ngonga Ngomo, A.-C., & Wehrheim, H. (n.d.). MLCHECK–Property-Driven
Testing of Machine Learning Classifiers. Proceedings of the 20th IEEE International
Conference on Machine Learning and Applications (ICMLA).
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 Proceedings
of the 20th IEEE International Conference on Machine Learning and Applications
(ICMLA). 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.” Proceedings of the 20th IEEE International Conference on Machine
Learning and Applications (ICMLA), 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: '24143'
author:
- first_name: Jan Peter
full_name: Drees, Jan Peter
last_name: Drees
- first_name: Pritha
full_name: Gupta, Pritha
id: '54803'
last_name: Gupta
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
- first_name: Tibor
full_name: Jager, Tibor
last_name: Jager
- first_name: Alexander
full_name: Konze, Alexander
last_name: Konze
- first_name: Claudia
full_name: Priesterjahn, Claudia
last_name: Priesterjahn
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
citation:
ama: 'Drees JP, Gupta P, Hüllermeier E, et al. Automated Detection of Side Channels
in Cryptographic Protocols: DROWN the ROBOTs! 14th ACM Workshop on Artificial
Intelligence and Security. Published online 2021.'
apa: 'Drees, J. P., Gupta, P., Hüllermeier, E., Jager, T., Konze, A., Priesterjahn,
C., Ramaswamy, A., & Somorovsky, J. (2021). Automated Detection of Side Channels
in Cryptographic Protocols: DROWN the ROBOTs! 14th ACM Workshop on Artificial
Intelligence and Security.'
bibtex: '@article{Drees_Gupta_Hüllermeier_Jager_Konze_Priesterjahn_Ramaswamy_Somorovsky_2021,
title={Automated Detection of Side Channels in Cryptographic Protocols: DROWN
the ROBOTs!}, journal={14th ACM Workshop on Artificial Intelligence and Security},
author={Drees, Jan Peter and Gupta, Pritha and Hüllermeier, Eyke and Jager, Tibor
and Konze, Alexander and Priesterjahn, Claudia and Ramaswamy, Arunselvan and Somorovsky,
Juraj}, year={2021} }'
chicago: 'Drees, Jan Peter, Pritha Gupta, Eyke Hüllermeier, Tibor Jager, Alexander
Konze, Claudia Priesterjahn, Arunselvan Ramaswamy, and Juraj Somorovsky. “Automated
Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!” 14th
ACM Workshop on Artificial Intelligence and Security, 2021.'
ieee: 'J. P. Drees et al., “Automated Detection of Side Channels in Cryptographic
Protocols: DROWN the ROBOTs!,” 14th ACM Workshop on Artificial Intelligence
and Security, 2021.'
mla: 'Drees, Jan Peter, et al. “Automated Detection of Side Channels in Cryptographic
Protocols: DROWN the ROBOTs!” 14th ACM Workshop on Artificial Intelligence
and Security, 2021.'
short: J.P. Drees, P. Gupta, E. Hüllermeier, T. Jager, A. Konze, C. Priesterjahn,
A. Ramaswamy, J. Somorovsky, 14th ACM Workshop on Artificial Intelligence and
Security (2021).
date_created: 2021-09-10T09:56:27Z
date_updated: 2022-01-06T06:56:08Z
department:
- _id: '632'
language:
- iso: eng
publication: 14th ACM Workshop on Artificial Intelligence and Security
status: public
title: 'Automated Detection of Side Channels in Cryptographic Protocols: DROWN the
ROBOTs!'
type: journal_article
user_id: '83504'
year: '2021'
...
---
_id: '24382'
author:
- first_name: Karina
full_name: Gevers, Karina
id: '83151'
last_name: Gevers
- first_name: Volker
full_name: Schöppner, Volker
id: '20530'
last_name: Schöppner
- first_name: Eyke
full_name: Hüllermeier, Eyke
last_name: Hüllermeier
citation:
ama: 'Gevers K, Schöppner V, Hüllermeier E. Heated tool butt welding of two different
materials – Established methods versus artificial intelligence. In: ; 2021.'
apa: Gevers, K., Schöppner, V., & Hüllermeier, E. (2021). Heated tool butt
welding of two different materials – Established methods versus artificial intelligence.
International Institute of Welding, online.
bibtex: '@inproceedings{Gevers_Schöppner_Hüllermeier_2021, title={Heated tool butt
welding of two different materials – Established methods versus artificial intelligence},
author={Gevers, Karina and Schöppner, Volker and Hüllermeier, Eyke}, year={2021}
}'
chicago: Gevers, Karina, Volker Schöppner, and Eyke Hüllermeier. “Heated Tool Butt
Welding of Two Different Materials – Established Methods versus Artificial Intelligence,”
2021.
ieee: K. Gevers, V. Schöppner, and E. Hüllermeier, “Heated tool butt welding of
two different materials – Established methods versus artificial intelligence,”
presented at the International Institute of Welding, online, 2021.
mla: Gevers, Karina, et al. Heated Tool Butt Welding of Two Different Materials
– Established Methods versus Artificial Intelligence. 2021.
short: 'K. Gevers, V. Schöppner, E. Hüllermeier, in: 2021.'
conference:
end_date: 2021-07-14
location: online
name: International Institute of Welding
start_date: 2021-07-12
date_created: 2021-09-14T11:34:31Z
date_updated: 2022-01-06T06:56:19Z
department:
- _id: '367'
- _id: '355'
- _id: '321'
language:
- iso: eng
status: public
title: Heated tool butt welding of two different materials – Established methods
versus artificial intelligence
type: conference
user_id: '83151'
year: '2021'
...
---
_id: '24719'
author:
- first_name: Hamada
full_name: M. Zahera, Hamada
last_name: M. Zahera
- first_name: Rricha
full_name: Jalota, Rricha
last_name: Jalota
- first_name: Mohamed
full_name: Ahmed Sherif, Mohamed
last_name: Ahmed Sherif
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'M. Zahera H, Jalota R, Ahmed Sherif M, Ngonga Ngomo A-C. I-AID: Identifying
Actionable Information From Disaster-Related Tweets. {IEEE} Access. 2021;9:118861-118870.
doi:10.1109/ACCESS.2021.3107812'
apa: 'M. Zahera, H., Jalota, R., Ahmed Sherif, M., & Ngonga Ngomo, A.-C. (2021).
I-AID: Identifying Actionable Information From Disaster-Related Tweets. {IEEE}
Access, 9, 118861–118870. https://doi.org/10.1109/ACCESS.2021.3107812'
bibtex: '@article{M. Zahera_Jalota_Ahmed Sherif_Ngonga Ngomo_2021, title={I-AID:
Identifying Actionable Information From Disaster-Related Tweets}, volume={9},
DOI={10.1109/ACCESS.2021.3107812},
journal={{IEEE} Access}, author={M. Zahera, Hamada and Jalota, Rricha and Ahmed
Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={118861–118870}
}'
chicago: 'M. Zahera, Hamada, Rricha Jalota, Mohamed Ahmed Sherif, and Axel-Cyrille
Ngonga Ngomo. “I-AID: Identifying Actionable Information From Disaster-Related
Tweets.” {IEEE} Access 9 (2021): 118861–70. https://doi.org/10.1109/ACCESS.2021.3107812.'
ieee: 'H. M. Zahera, R. Jalota, M. Ahmed Sherif, and A.-C. Ngonga Ngomo, “I-AID:
Identifying Actionable Information From Disaster-Related Tweets,” {IEEE} Access,
vol. 9, pp. 118861–118870, 2021, doi: 10.1109/ACCESS.2021.3107812.'
mla: 'M. Zahera, Hamada, et al. “I-AID: Identifying Actionable Information From
Disaster-Related Tweets.” {IEEE} Access, vol. 9, 2021, pp. 118861–70, doi:10.1109/ACCESS.2021.3107812.'
short: H. M. Zahera, R. Jalota, M. Ahmed Sherif, A.-C. Ngonga Ngomo, {IEEE} Access
9 (2021) 118861–118870.
date_created: 2021-09-20T13:01:18Z
date_updated: 2022-01-06T06:56:32Z
department:
- _id: '574'
doi: 10.1109/ACCESS.2021.3107812
intvolume: ' 9'
language:
- iso: eng
page: 118861-118870
publication: '{IEEE} Access'
status: public
title: 'I-AID: Identifying Actionable Information From Disaster-Related Tweets'
type: journal_article
user_id: '65716'
volume: 9
year: '2021'
...
---
_id: '24720'
author:
- first_name: Aidan
full_name: Hogan, Aidan
last_name: Hogan
- first_name: Eva
full_name: Blomqvist, Eva
last_name: Blomqvist
- first_name: Michael
full_name: Cochez, Michael
last_name: Cochez
- first_name: Claudia
full_name: d'Amato, Claudia
last_name: d'Amato
- first_name: Gerard
full_name: de Melo, Gerard
last_name: de Melo
- first_name: Claudio
full_name: Guti{\'{e}}rrez, Claudio
last_name: Guti{\'{e}}rrez
- first_name: Sabrina
full_name: Kirrane, Sabrina
last_name: Kirrane
- first_name: Jos{\'{e}}
full_name: Emilio Labra Gayo, Jos{\'{e}}
last_name: Emilio Labra Gayo
- first_name: Roberto
full_name: Navigli, Roberto
last_name: Navigli
- first_name: Sebastian
full_name: Neumaier, Sebastian
last_name: Neumaier
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Axel
full_name: Polleres, Axel
last_name: Polleres
- first_name: Sabbir
full_name: M. Rashid, Sabbir
last_name: M. Rashid
- first_name: Anisa
full_name: Rula, Anisa
last_name: Rula
- first_name: Lukas
full_name: Schmelzeisen, Lukas
last_name: Schmelzeisen
- first_name: Juan
full_name: F. Sequeda, Juan
last_name: F. Sequeda
- first_name: Steffen
full_name: Staab, Steffen
last_name: Staab
- first_name: Antoine
full_name: Zimmermann, Antoine
last_name: Zimmermann
citation:
ama: Hogan A, Blomqvist E, Cochez M, et al. Knowledge Graphs. {ACM} Comput Surv.
2021;54(4):71:1-71:37. doi:10.1145/3447772
apa: Hogan, A., Blomqvist, E., Cochez, M., d’Amato, C., de Melo, G., Guti{\’{e}}rrez,
C., Kirrane, S., Emilio Labra Gayo, J., Navigli, R., Neumaier, S., Ngonga Ngomo,
A.-C., Polleres, A., M. Rashid, S., Rula, A., Schmelzeisen, L., F. Sequeda, J.,
Staab, S., & Zimmermann, A. (2021). Knowledge Graphs. {ACM} Comput. Surv.,
54(4), 71:1-71:37. https://doi.org/10.1145/3447772
bibtex: '@article{Hogan_Blomqvist_Cochez_d’Amato_de Melo_Guti{\’{e}}rrez_Kirrane_Emilio
Labra Gayo_Navigli_Neumaier_et al._2021, title={Knowledge Graphs}, volume={54},
DOI={10.1145/3447772}, number={4},
journal={{ACM} Comput. Surv.}, author={Hogan, Aidan and Blomqvist, Eva and Cochez,
Michael and d’Amato, Claudia and de Melo, Gerard and Guti{\’{e}}rrez, Claudio
and Kirrane, Sabrina and Emilio Labra Gayo, Jos{\’{e}} and Navigli, Roberto and
Neumaier, Sebastian and et al.}, year={2021}, pages={71:1-71:37} }'
chicago: 'Hogan, Aidan, Eva Blomqvist, Michael Cochez, Claudia d’Amato, Gerard de
Melo, Claudio Guti{\’{e}}rrez, Sabrina Kirrane, et al. “Knowledge Graphs.” {ACM}
Comput. Surv. 54, no. 4 (2021): 71:1-71:37. https://doi.org/10.1145/3447772.'
ieee: 'A. Hogan et al., “Knowledge Graphs,” {ACM} Comput. Surv., vol.
54, no. 4, p. 71:1-71:37, 2021, doi: 10.1145/3447772.'
mla: Hogan, Aidan, et al. “Knowledge Graphs.” {ACM} Comput. Surv., vol. 54,
no. 4, 2021, p. 71:1-71:37, doi:10.1145/3447772.
short: A. Hogan, E. Blomqvist, M. Cochez, C. d’Amato, G. de Melo, C. Guti{\’{e}}rrez,
S. Kirrane, J. Emilio Labra Gayo, R. Navigli, S. Neumaier, A.-C. Ngonga Ngomo,
A. Polleres, S. M. Rashid, A. Rula, L. Schmelzeisen, J. F. Sequeda, S. Staab,
A. Zimmermann, {ACM} Comput. Surv. 54 (2021) 71:1-71:37.
date_created: 2021-09-20T13:02:51Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1145/3447772
intvolume: ' 54'
issue: '4'
language:
- iso: eng
page: 71:1-71:37
publication: '{ACM} Comput. Surv.'
status: public
title: Knowledge Graphs
type: journal_article
user_id: '65716'
volume: 54
year: '2021'
...
---
_id: '26050'
author:
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Ködding P, Dumitrescu R. Szenario-Technik mit digitalen Technologien (in Druck).
In: Hartmann EA, ed. Digitalisierung Souverän Gestalten. Springer Vieweg;
2021.'
apa: Ködding, P., & Dumitrescu, R. (2021). Szenario-Technik mit digitalen Technologien
(in Druck). In E. A. Hartmann (Ed.), Digitalisierung souverän gestalten.
Springer Vieweg.
bibtex: '@inproceedings{Ködding_Dumitrescu_2021, place={Berlin, Heidelberg}, title={Szenario-Technik
mit digitalen Technologien (in Druck)}, booktitle={Digitalisierung souverän gestalten},
publisher={Springer Vieweg}, author={Ködding, Patrick and Dumitrescu, Roman},
editor={Hartmann, Ernst A.}, year={2021} }'
chicago: 'Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen
Technologien (in Druck).” In Digitalisierung Souverän Gestalten, edited
by Ernst A. Hartmann. Berlin, Heidelberg: Springer Vieweg, 2021.'
ieee: P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien
(in Druck),” in Digitalisierung souverän gestalten, 2021.
mla: Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien
(in Druck).” Digitalisierung Souverän Gestalten, edited by Ernst A. Hartmann,
Springer Vieweg, 2021.
short: 'P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisierung Souverän
Gestalten, Springer Vieweg, Berlin, Heidelberg, 2021.'
date_created: 2021-10-11T18:16:07Z
date_updated: 2022-01-06T06:57:16Z
department:
- _id: '563'
editor:
- first_name: Ernst A.
full_name: Hartmann, Ernst A.
last_name: Hartmann
language:
- iso: eng
place: Berlin, Heidelberg
publication: Digitalisierung souverän gestalten
publisher: Springer Vieweg
status: public
title: Szenario-Technik mit digitalen Technologien (in Druck)
type: conference
user_id: '45402'
year: '2021'
...
---
_id: '26401'
author:
- first_name: Magdalena
full_name: Förster, Magdalena
last_name: Förster
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Förster M, Rabe M, Kühn A, Dumitrescu R. Practical approach for the development
of digital guidelines for smart cities. In: Proceedings of the IEEE E-TEMS
2021. ; 2021.'
apa: Förster, M., Rabe, M., Kühn, A., & Dumitrescu, R. (2021). Practical approach
for the development of digital guidelines for smart cities. Proceedings of
the IEEE E-TEMS 2021. IEEE E-TEMS 2021.
bibtex: '@inproceedings{Förster_Rabe_Kühn_Dumitrescu_2021, title={Practical approach
for the development of digital guidelines for smart cities}, booktitle={Proceedings
of the IEEE E-TEMS 2021}, author={Förster, Magdalena and Rabe, Martin and Kühn,
Arno and Dumitrescu, Roman}, year={2021} }'
chicago: Förster, Magdalena, Martin Rabe, Arno Kühn, and Roman Dumitrescu. “Practical
Approach for the Development of Digital Guidelines for Smart Cities.” In Proceedings
of the IEEE E-TEMS 2021, 2021.
ieee: M. Förster, M. Rabe, A. Kühn, and R. Dumitrescu, “Practical approach for the
development of digital guidelines for smart cities,” presented at the IEEE E-TEMS
2021, 2021.
mla: Förster, Magdalena, et al. “Practical Approach for the Development of Digital
Guidelines for Smart Cities.” Proceedings of the IEEE E-TEMS 2021, 2021.
short: 'M. Förster, M. Rabe, A. Kühn, R. Dumitrescu, in: Proceedings of the IEEE
E-TEMS 2021, 2021.'
conference:
end_date: 2021-03-20
name: IEEE E-TEMS 2021
start_date: 2021-03-18
date_created: 2021-10-18T12:19:51Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the IEEE E-TEMS 2021
publication_status: published
status: public
title: Practical approach for the development of digital guidelines for smart cities
type: conference
user_id: '15782'
year: '2021'
...
---
_id: '26402'
author:
- first_name: Julian
full_name: Tekaat, Julian
last_name: Tekaat
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Tekaat J, Anacker H, Dumitrescu R. The Paradigm of Design Thinking and Systems
Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review.
In: Proceedings of the 7th IEEE International Symposium on Systems Engineering.
; 2021.'
apa: 'Tekaat, J., Anacker, H., & Dumitrescu, R. (2021). The Paradigm of Design
Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic
Literature Review. Proceedings of the 7th IEEE International Symposium on
Systems Engineering. 7th IEEE International Symposium on Systems Engineering.'
bibtex: '@inproceedings{Tekaat_Anacker_Dumitrescu_2021, title={The Paradigm of Design
Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic
Literature Review}, booktitle={ Proceedings of the 7th IEEE International Symposium
on Systems Engineering}, author={Tekaat, Julian and Anacker, Harald and Dumitrescu,
Roman}, year={2021} }'
chicago: 'Tekaat, Julian, Harald Anacker, and Roman Dumitrescu. “The Paradigm of
Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems:
A Systematic Literature Review.” In Proceedings of the 7th IEEE International
Symposium on Systems Engineering, 2021.'
ieee: 'J. Tekaat, H. Anacker, and R. Dumitrescu, “The Paradigm of Design Thinking
and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic
Literature Review,” presented at the 7th IEEE International Symposium on Systems
Engineering, 2021.'
mla: 'Tekaat, Julian, et al. “The Paradigm of Design Thinking and Systems Engineering
in the Design of Cyber-Physical Systems: A Systematic Literature Review.”
Proceedings of the 7th IEEE International Symposium on Systems Engineering,
2021.'
short: 'J. Tekaat, H. Anacker, R. Dumitrescu, in: Proceedings of the 7th IEEE International
Symposium on Systems Engineering, 2021.'
conference:
end_date: 2021-09-15
name: 7th IEEE International Symposium on Systems Engineering
start_date: 2021-09-13
date_created: 2021-10-18T12:23:57Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '563'
language:
- iso: eng
publication: ' Proceedings of the 7th IEEE International Symposium on Systems Engineering'
publication_status: published
status: public
title: 'The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical
Systems: A Systematic Literature Review'
type: conference
user_id: '15782'
year: '2021'
...
---
_id: '26403'
author:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Anja
full_name: Schierbaum, Anja
last_name: Schierbaum
- first_name: Lydia
full_name: Kaiser, Lydia
last_name: Kaiser
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Wilke D, Schierbaum A, Kaiser L, Dumitrescu R. Need for Action for a Company-Wide
Introduction of Systems Engineering in Machinery and Plant Engineering. In: Proceedings
of the International Conference on Engineering Design, ICED 2021. ; 2021.'
apa: Wilke, D., Schierbaum, A., Kaiser, L., & Dumitrescu, R. (2021). Need for
Action for a Company-Wide Introduction of Systems Engineering in Machinery and
Plant Engineering. Proceedings of the International Conference on Engineering
Design, ICED 2021. ICED 2021, Gothenburg, Sweden.
bibtex: '@inproceedings{Wilke_Schierbaum_Kaiser_Dumitrescu_2021, title={Need for
Action for a Company-Wide Introduction of Systems Engineering in Machinery and
Plant Engineering}, booktitle={Proceedings of the International Conference on
Engineering Design, ICED 2021}, author={Wilke, Daria and Schierbaum, Anja and
Kaiser, Lydia and Dumitrescu, Roman}, year={2021} }'
chicago: Wilke, Daria, Anja Schierbaum, Lydia Kaiser, and Roman Dumitrescu. “Need
for Action for a Company-Wide Introduction of Systems Engineering in Machinery
and Plant Engineering.” In Proceedings of the International Conference on Engineering
Design, ICED 2021, 2021.
ieee: D. Wilke, A. Schierbaum, L. Kaiser, and R. Dumitrescu, “Need for Action for
a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering,”
presented at the ICED 2021, Gothenburg, Sweden, 2021.
mla: Wilke, Daria, et al. “Need for Action for a Company-Wide Introduction of Systems
Engineering in Machinery and Plant Engineering.” Proceedings of the International
Conference on Engineering Design, ICED 2021, 2021.
short: 'D. Wilke, A. Schierbaum, L. Kaiser, R. Dumitrescu, in: Proceedings of the
International Conference on Engineering Design, ICED 2021, 2021.'
conference:
end_date: 2021-08-20
location: Gothenburg, Sweden
name: ICED 2021
start_date: 2021-08-16
date_created: 2021-10-18T12:31:29Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the International Conference on Engineering Design, ICED
2021
publication_status: published
status: public
title: Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery
and Plant Engineering
type: conference
user_id: '15782'
year: '2021'
...
---
_id: '26404'
author:
- first_name: Daniel
full_name: Eckertz, Daniel
last_name: Eckertz
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Eckertz D, Anacker H, Dumitrescu R. Augmented Reality-based Product Validation
to Support Collaborative Engineering of Complex Technical Systems. In: Auer ME,
Bhimavaram KR, Yue X-G, eds. Proceedings of the 18th International Conference
on Remote Engineering and Virtual Instrumentation, Online Engineering and Society
4.0. Vol 298. Springer International Publishing; 2021:451-463.'
apa: Eckertz, D., Anacker, H., & Dumitrescu, R. (2021). Augmented Reality-based
Product Validation to Support Collaborative Engineering of Complex Technical Systems.
In M. E. Auer, K. R. Bhimavaram, & X.-G. Yue (Eds.), Proceedings of the
18th International Conference on Remote Engineering and Virtual Instrumentation,
Online Engineering and Society 4.0 (Vol. 298, pp. 451–463). Springer International
Publishing.
bibtex: '@inproceedings{Eckertz_Anacker_Dumitrescu_2021, title={Augmented Reality-based
Product Validation to Support Collaborative Engineering of Complex Technical Systems},
volume={298}, booktitle={Proceedings of the 18th International Conference on Remote
Engineering and Virtual Instrumentation, Online Engineering and Society 4.0},
publisher={Springer International Publishing}, author={Eckertz, Daniel and Anacker,
Harald and Dumitrescu, Roman}, editor={Auer, Michael E. and Bhimavaram, Kalyan
Ram and Yue, Xiao-Guang}, year={2021}, pages={451–463} }'
chicago: Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Augmented Reality-Based
Product Validation to Support Collaborative Engineering of Complex Technical Systems.”
In Proceedings of the 18th International Conference on Remote Engineering and
Virtual Instrumentation, Online Engineering and Society 4.0, edited by Michael
E. Auer, Kalyan Ram Bhimavaram, and Xiao-Guang Yue, 298:451–63. Springer International
Publishing, 2021.
ieee: D. Eckertz, H. Anacker, and R. Dumitrescu, “Augmented Reality-based Product
Validation to Support Collaborative Engineering of Complex Technical Systems,”
in Proceedings of the 18th International Conference on Remote Engineering and
Virtual Instrumentation, Online Engineering and Society 4.0, 2021, vol. 298,
pp. 451–463.
mla: Eckertz, Daniel, et al. “Augmented Reality-Based Product Validation to Support
Collaborative Engineering of Complex Technical Systems.” Proceedings of the
18th International Conference on Remote Engineering and Virtual Instrumentation,
Online Engineering and Society 4.0, edited by Michael E. Auer et al., vol.
298, Springer International Publishing, 2021, pp. 451–63.
short: 'D. Eckertz, H. Anacker, R. Dumitrescu, in: M.E. Auer, K.R. Bhimavaram, X.-G.
Yue (Eds.), Proceedings of the 18th International Conference on Remote Engineering
and Virtual Instrumentation, Online Engineering and Society 4.0, Springer International
Publishing, 2021, pp. 451–463.'
date_created: 2021-10-18T13:01:07Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '563'
editor:
- first_name: Michael E.
full_name: Auer, Michael E.
last_name: Auer
- first_name: Kalyan Ram
full_name: Bhimavaram, Kalyan Ram
last_name: Bhimavaram
- first_name: Xiao-Guang
full_name: Yue, Xiao-Guang
last_name: Yue
language:
- iso: eng
page: 451-463
publication: Proceedings of the 18th International Conference on Remote Engineering
and Virtual Instrumentation, Online Engineering and Society 4.0
publication_identifier:
isbn:
- 978-3-030-82528-7
publication_status: published
publisher: Springer International Publishing
status: public
title: Augmented Reality-based Product Validation to Support Collaborative Engineering
of Complex Technical Systems
type: conference
user_id: '15782'
volume: vol. 298
year: '2021'
...