---
_id: '55366'
author:
- first_name: George
full_name: Karlos, George
last_name: Karlos
- first_name: Henri
full_name: Bal, Henri
last_name: Bal
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
citation:
ama: 'Karlos G, Bal H, Wang L. NetCL: A Unified Programming Framework for In-Network
Computing. In: Proceedings of the International Conference for High Performance
Computing, Networking, Storage, and Analysis (SC). ; 2024.'
apa: 'Karlos, G., Bal, H., & Wang, L. (2024). NetCL: A Unified Programming Framework
for In-Network Computing. Proceedings of the International Conference for High
Performance Computing, Networking, Storage, and Analysis (SC). International
Conference for High Performance Computing, Networking, Storage, and Analysis (SC),
Atlanta, GA.'
bibtex: '@inproceedings{Karlos_Bal_Wang_2024, title={NetCL: A Unified Programming
Framework for In-Network Computing}, booktitle={Proceedings of the International
Conference for High Performance Computing, Networking, Storage, and Analysis (SC)},
author={Karlos, George and Bal, Henri and Wang, Lin}, year={2024} }'
chicago: 'Karlos, George, Henri Bal, and Lin Wang. “NetCL: A Unified Programming
Framework for In-Network Computing.” In Proceedings of the International Conference
for High Performance Computing, Networking, Storage, and Analysis (SC), 2024.'
ieee: 'G. Karlos, H. Bal, and L. Wang, “NetCL: A Unified Programming Framework for
In-Network Computing,” presented at the International Conference for High Performance
Computing, Networking, Storage, and Analysis (SC), Atlanta, GA, 2024.'
mla: 'Karlos, George, et al. “NetCL: A Unified Programming Framework for In-Network
Computing.” Proceedings of the International Conference for High Performance
Computing, Networking, Storage, and Analysis (SC), 2024.'
short: 'G. Karlos, H. Bal, L. Wang, in: Proceedings of the International Conference
for High Performance Computing, Networking, Storage, and Analysis (SC), 2024.'
conference:
end_date: 2024-11-22
location: Atlanta, GA
name: International Conference for High Performance Computing, Networking, Storage,
and Analysis (SC)
start_date: 2024-11-17
date_created: 2024-07-23T19:57:00Z
date_updated: 2024-08-28T13:57:13Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
language:
- iso: eng
publication: Proceedings of the International Conference for High Performance Computing,
Networking, Storage, and Analysis (SC)
status: public
title: 'NetCL: A Unified Programming Framework for In-Network Computing'
type: conference
user_id: '102868'
year: '2024'
...
---
_id: '55364'
author:
- first_name: Gaosheng
full_name: Liu, Gaosheng
last_name: Liu
- first_name: Lin
full_name: Wang, Lin
id: '102868'
last_name: Wang
citation:
ama: 'Liu G, Wang L. Data On the Go: Seamless Data Routing for Intermittently-Powered
Battery-Free Sensing. IEEE Transactions on Mobile Computing (TMC). Published
online 2024. doi:10.1109/TMC.2024.3429636'
apa: 'Liu, G., & Wang, L. (2024). Data On the Go: Seamless Data Routing for
Intermittently-Powered Battery-Free Sensing. IEEE Transactions on Mobile Computing
(TMC). https://doi.org/10.1109/TMC.2024.3429636'
bibtex: '@article{Liu_Wang_2024, title={Data On the Go: Seamless Data Routing for
Intermittently-Powered Battery-Free Sensing}, DOI={10.1109/TMC.2024.3429636},
journal={IEEE Transactions on Mobile Computing (TMC)}, author={Liu, Gaosheng and
Wang, Lin}, year={2024} }'
chicago: 'Liu, Gaosheng, and Lin Wang. “Data On the Go: Seamless Data Routing for
Intermittently-Powered Battery-Free Sensing.” IEEE Transactions on Mobile Computing
(TMC), 2024. https://doi.org/10.1109/TMC.2024.3429636.'
ieee: 'G. Liu and L. Wang, “Data On the Go: Seamless Data Routing for Intermittently-Powered
Battery-Free Sensing,” IEEE Transactions on Mobile Computing (TMC), 2024,
doi: 10.1109/TMC.2024.3429636.'
mla: 'Liu, Gaosheng, and Lin Wang. “Data On the Go: Seamless Data Routing for Intermittently-Powered
Battery-Free Sensing.” IEEE Transactions on Mobile Computing (TMC), 2024,
doi:10.1109/TMC.2024.3429636.'
short: G. Liu, L. Wang, IEEE Transactions on Mobile Computing (TMC) (2024).
date_created: 2024-07-23T19:50:41Z
date_updated: 2024-08-28T14:01:21Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
doi: 10.1109/TMC.2024.3429636
language:
- iso: eng
publication: IEEE Transactions on Mobile Computing (TMC)
status: public
title: 'Data On the Go: Seamless Data Routing for Intermittently-Powered Battery-Free
Sensing'
type: journal_article
user_id: '102868'
year: '2024'
...
---
_id: '55895'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Alessio
full_name: Dell'Aquila, Alessio
last_name: Dell'Aquila
citation:
ama: 'Yigitbas E, Dell’Aquila A. An Examination of Pre-School Children’s Usage Behavior
of Augmented Reality: Traditional vs. AR-Assisted LEGO Building. In: Proceedings
of the 8th International Conference on Computer-Human Interaction Research and
Applications (CHIRA’24) . Springer; 2024.'
apa: 'Yigitbas, E., & Dell’Aquila, A. (2024). An Examination of Pre-School Children’s
Usage Behavior of Augmented Reality: Traditional vs. AR-Assisted LEGO Building.
Proceedings of the 8th International Conference on Computer-Human Interaction
Research and Applications (CHIRA’24) .'
bibtex: '@inproceedings{Yigitbas_Dell’Aquila_2024, title={An Examination of Pre-School
Children’s Usage Behavior of Augmented Reality: Traditional vs. AR-Assisted LEGO
Building}, booktitle={Proceedings of the 8th International Conference on Computer-Human
Interaction Research and Applications (CHIRA’24) }, publisher={Springer}, author={Yigitbas,
Enes and Dell’Aquila, Alessio}, year={2024} }'
chicago: 'Yigitbas, Enes, and Alessio Dell’Aquila. “An Examination of Pre-School
Children’s Usage Behavior of Augmented Reality: Traditional vs. AR-Assisted LEGO
Building.” In Proceedings of the 8th International Conference on Computer-Human
Interaction Research and Applications (CHIRA’24) . Springer, 2024.'
ieee: 'E. Yigitbas and A. Dell’Aquila, “An Examination of Pre-School Children’s
Usage Behavior of Augmented Reality: Traditional vs. AR-Assisted LEGO Building,”
2024.'
mla: 'Yigitbas, Enes, and Alessio Dell’Aquila. “An Examination of Pre-School Children’s
Usage Behavior of Augmented Reality: Traditional vs. AR-Assisted LEGO Building.”
Proceedings of the 8th International Conference on Computer-Human Interaction
Research and Applications (CHIRA’24) , Springer, 2024.'
short: 'E. Yigitbas, A. Dell’Aquila, in: Proceedings of the 8th International Conference
on Computer-Human Interaction Research and Applications (CHIRA’24) , Springer,
2024.'
date_created: 2024-08-29T09:26:44Z
date_updated: 2024-08-29T09:26:52Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: 'Proceedings of the 8th International Conference on Computer-Human Interaction
Research and Applications (CHIRA’24) '
publisher: Springer
status: public
title: 'An Examination of Pre-School Children''s Usage Behavior of Augmented Reality:
Traditional vs. AR-Assisted LEGO Building'
type: conference
user_id: '8447'
year: '2024'
...
---
_id: '55896'
author:
- first_name: Thomas
full_name: Neumayr, Thomas
last_name: Neumayr
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Mirjam
full_name: Augstein, Mirjam
last_name: Augstein
- first_name: Eelco
full_name: Herder, Eelco
last_name: Herder
- first_name: Laura
full_name: Stojko, Laura
last_name: Stojko
- first_name: Jannis
full_name: Strecker, Jannis
last_name: Strecker
citation:
ama: 'Neumayr T, Yigitbas E, Augstein M, Herder E, Stojko L, Strecker J. ABIS 2024
– 28th International Workshop on Personalization and Recommendation. In: Proceedings
of the Mensch & Computer (2024). ; 2024.'
apa: Neumayr, T., Yigitbas, E., Augstein, M., Herder, E., Stojko, L., & Strecker,
J. (2024). ABIS 2024 – 28th International Workshop on Personalization and Recommendation.
Proceedings of the Mensch & Computer (2024).
bibtex: '@inproceedings{Neumayr_Yigitbas_Augstein_Herder_Stojko_Strecker_2024, title={ABIS
2024 – 28th International Workshop on Personalization and Recommendation}, booktitle={Proceedings
of the Mensch & Computer (2024)}, author={Neumayr, Thomas and Yigitbas, Enes
and Augstein, Mirjam and Herder, Eelco and Stojko, Laura and Strecker, Jannis},
year={2024} }'
chicago: Neumayr, Thomas, Enes Yigitbas, Mirjam Augstein, Eelco Herder, Laura Stojko,
and Jannis Strecker. “ABIS 2024 – 28th International Workshop on Personalization
and Recommendation.” In Proceedings of the Mensch & Computer (2024),
2024.
ieee: T. Neumayr, E. Yigitbas, M. Augstein, E. Herder, L. Stojko, and J. Strecker,
“ABIS 2024 – 28th International Workshop on Personalization and Recommendation,”
2024.
mla: Neumayr, Thomas, et al. “ABIS 2024 – 28th International Workshop on Personalization
and Recommendation.” Proceedings of the Mensch & Computer (2024), 2024.
short: 'T. Neumayr, E. Yigitbas, M. Augstein, E. Herder, L. Stojko, J. Strecker,
in: Proceedings of the Mensch & Computer (2024), 2024.'
date_created: 2024-08-29T09:29:07Z
date_updated: 2024-08-29T09:29:16Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: Proceedings of the Mensch & Computer (2024)
status: public
title: ABIS 2024 – 28th International Workshop on Personalization and Recommendation
type: conference
user_id: '8447'
year: '2024'
...
---
_id: '55897'
author:
- first_name: Janet
full_name: Mazur, Janet
last_name: Mazur
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
citation:
ama: 'Mazur J, Yigitbas E. Augmented Reality-Assisted Multi-Robot Programming with
Collision Warning . In: Proceedings of the 28th International Workshop on Personalization
and Recommendation. ; 2024.'
apa: Mazur, J., & Yigitbas, E. (2024). Augmented Reality-Assisted Multi-Robot
Programming with Collision Warning . Proceedings of the 28th International
Workshop on Personalization and Recommendation.
bibtex: '@inproceedings{Mazur_Yigitbas_2024, title={Augmented Reality-Assisted Multi-Robot
Programming with Collision Warning }, booktitle={Proceedings of the 28th International
Workshop on Personalization and Recommendation}, author={Mazur, Janet and Yigitbas,
Enes}, year={2024} }'
chicago: Mazur, Janet, and Enes Yigitbas. “Augmented Reality-Assisted Multi-Robot
Programming with Collision Warning .” In Proceedings of the 28th International
Workshop on Personalization and Recommendation, 2024.
ieee: J. Mazur and E. Yigitbas, “Augmented Reality-Assisted Multi-Robot Programming
with Collision Warning ,” 2024.
mla: Mazur, Janet, and Enes Yigitbas. “Augmented Reality-Assisted Multi-Robot Programming
with Collision Warning .” Proceedings of the 28th International Workshop on
Personalization and Recommendation, 2024.
short: 'J. Mazur, E. Yigitbas, in: Proceedings of the 28th International Workshop
on Personalization and Recommendation, 2024.'
date_created: 2024-08-29T09:30:31Z
date_updated: 2024-08-29T09:30:36Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: Proceedings of the 28th International Workshop on Personalization and
Recommendation
status: public
title: 'Augmented Reality-Assisted Multi-Robot Programming with Collision Warning '
type: conference
user_id: '8447'
year: '2024'
...
---
_id: '55898'
author:
- first_name: Masud
full_name: Fazal-Baqaie, Masud
last_name: Fazal-Baqaie
- first_name: Oliver
full_name: Linssen, Oliver
last_name: Linssen
- first_name: Alexander
full_name: Volland, Alexander
last_name: Volland
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: 'Martin '
full_name: 'Engstler, Martin '
last_name: Engstler
- first_name: Martin
full_name: Bertram, Martin
last_name: Bertram
- first_name: Eckhart
full_name: Hanser, Eckhart
last_name: Hanser
citation:
ama: Fazal-Baqaie M, Linssen O, Volland A, et al. Projektmanagement Und Vorgehensmodelle
2024 – Neues Arbeiten in Projekten – Teamarbeit Neu Interpretiert.; 2024.
apa: Fazal-Baqaie, M., Linssen, O., Volland, A., Yigitbas, E., Engstler, M., Bertram,
M., & Hanser, E. (2024). Projektmanagement Und Vorgehensmodelle 2024 –
Neues Arbeiten in Projekten – Teamarbeit neu interpretiert.
bibtex: '@book{Fazal-Baqaie_Linssen_Volland_Yigitbas_Engstler_Bertram_Hanser_2024,
title={Projektmanagement Und Vorgehensmodelle 2024 – Neues Arbeiten in Projekten
– Teamarbeit neu interpretiert}, author={Fazal-Baqaie, Masud and Linssen, Oliver
and Volland, Alexander and Yigitbas, Enes and Engstler, Martin and Bertram, Martin
and Hanser, Eckhart}, year={2024} }'
chicago: Fazal-Baqaie, Masud, Oliver Linssen, Alexander Volland, Enes Yigitbas,
Martin Engstler, Martin Bertram, and Eckhart Hanser. Projektmanagement Und
Vorgehensmodelle 2024 – Neues Arbeiten in Projekten – Teamarbeit Neu Interpretiert,
2024.
ieee: M. Fazal-Baqaie et al., Projektmanagement Und Vorgehensmodelle 2024
– Neues Arbeiten in Projekten – Teamarbeit neu interpretiert. 2024.
mla: Fazal-Baqaie, Masud, et al. Projektmanagement Und Vorgehensmodelle 2024
– Neues Arbeiten in Projekten – Teamarbeit Neu Interpretiert. 2024.
short: M. Fazal-Baqaie, O. Linssen, A. Volland, E. Yigitbas, M. Engstler, M. Bertram,
E. Hanser, Projektmanagement Und Vorgehensmodelle 2024 – Neues Arbeiten in Projekten
– Teamarbeit Neu Interpretiert, 2024.
date_created: 2024-08-29T09:32:28Z
date_updated: 2024-08-29T09:32:39Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
status: public
title: Projektmanagement Und Vorgehensmodelle 2024 – Neues Arbeiten in Projekten –
Teamarbeit neu interpretiert
type: book
user_id: '8447'
year: '2024'
...
---
_id: '54092'
author:
- first_name: Juha
full_name: Kontinen, Juha
last_name: Kontinen
- first_name: Yasir
full_name: Mahmood, Yasir
id: '99353'
last_name: Mahmood
- first_name: Arne
full_name: Meier, Arne
last_name: Meier
- first_name: Heribert
full_name: Vollmer, Heribert
last_name: Vollmer
citation:
ama: Kontinen J, Mahmood Y, Meier A, Vollmer H. Parameterized Complexity of Weighted
Team Definability. Mathematical Structures in Computer Science. Published
online 2024:1-15. doi:10.1017/S0960129524000033
apa: Kontinen, J., Mahmood, Y., Meier, A., & Vollmer, H. (2024). Parameterized
Complexity of Weighted Team Definability. Mathematical Structures in Computer
Science, 1–15. https://doi.org/10.1017/S0960129524000033
bibtex: '@article{Kontinen_Mahmood_Meier_Vollmer_2024, title={Parameterized Complexity
of Weighted Team Definability}, DOI={10.1017/S0960129524000033},
journal={Mathematical Structures in Computer Science}, publisher={Cambridge University
Press}, author={Kontinen, Juha and Mahmood, Yasir and Meier, Arne and Vollmer,
Heribert}, year={2024}, pages={1–15} }'
chicago: Kontinen, Juha, Yasir Mahmood, Arne Meier, and Heribert Vollmer. “Parameterized
Complexity of Weighted Team Definability.” Mathematical Structures in Computer
Science, 2024, 1–15. https://doi.org/10.1017/S0960129524000033.
ieee: 'J. Kontinen, Y. Mahmood, A. Meier, and H. Vollmer, “Parameterized Complexity
of Weighted Team Definability,” Mathematical Structures in Computer Science,
pp. 1–15, 2024, doi: 10.1017/S0960129524000033.'
mla: Kontinen, Juha, et al. “Parameterized Complexity of Weighted Team Definability.”
Mathematical Structures in Computer Science, Cambridge University Press,
2024, pp. 1–15, doi:10.1017/S0960129524000033.
short: J. Kontinen, Y. Mahmood, A. Meier, H. Vollmer, Mathematical Structures in
Computer Science (2024) 1–15.
date_created: 2024-05-08T13:24:17Z
date_updated: 2024-09-17T15:25:54Z
department:
- _id: '574'
doi: 10.1017/S0960129524000033
keyword:
- dice mahmood
language:
- iso: eng
page: 1-15
publication: Mathematical Structures in Computer Science
publisher: Cambridge University Press
status: public
title: Parameterized Complexity of Weighted Team Definability
type: journal_article
user_id: '99353'
year: '2024'
...
---
_id: '56213'
author:
- first_name: Rupesh
full_name: Sapkota, Rupesh
id: '89326'
last_name: Sapkota
- first_name: Dominik
full_name: Köhler, Dominik
last_name: Köhler
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
citation:
ama: 'Sapkota R, Köhler D, Heindorf S. EDGE: Evaluation Framework for Logical vs.
Subgraph Explanations for Node Classifiers on Knowledge Graphs. In: Proceedings
of the 33rd ACM International Conference on Information and Knowledge Management
(CIKM ’24),. ACM; 2024. doi:10.1145/3627673.3679904'
apa: 'Sapkota, R., Köhler, D., & Heindorf, S. (2024). EDGE: Evaluation Framework
for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs.
Proceedings of the 33rd ACM International Conference on Information and Knowledge
Management (CIKM ’24),. 33rd ACM International Conference on Information and
Knowledge Management, Boise, Idaho, USA. https://doi.org/10.1145/3627673.3679904'
bibtex: '@inproceedings{Sapkota_Köhler_Heindorf_2024, place={Boise, Idaho, USA},
title={EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node
Classifiers on Knowledge Graphs}, DOI={10.1145/3627673.3679904},
booktitle={Proceedings of the 33rd ACM International Conference on Information
and Knowledge Management (CIKM ’24),}, publisher={ACM}, author={Sapkota, Rupesh
and Köhler, Dominik and Heindorf, Stefan}, year={2024} }'
chicago: 'Sapkota, Rupesh, Dominik Köhler, and Stefan Heindorf. “EDGE: Evaluation
Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge
Graphs.” In Proceedings of the 33rd ACM International Conference on Information
and Knowledge Management (CIKM ’24),. Boise, Idaho, USA: ACM, 2024. https://doi.org/10.1145/3627673.3679904.'
ieee: 'R. Sapkota, D. Köhler, and S. Heindorf, “EDGE: Evaluation Framework for Logical
vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs,” presented
at the 33rd ACM International Conference on Information and Knowledge Management,
Boise, Idaho, USA, 2024, doi: 10.1145/3627673.3679904.'
mla: 'Sapkota, Rupesh, et al. “EDGE: Evaluation Framework for Logical vs. Subgraph
Explanations for Node Classifiers on Knowledge Graphs.” Proceedings of the
33rd ACM International Conference on Information and Knowledge Management (CIKM
’24), ACM, 2024, doi:10.1145/3627673.3679904.'
short: 'R. Sapkota, D. Köhler, S. Heindorf, in: Proceedings of the 33rd ACM International
Conference on Information and Knowledge Management (CIKM ’24), ACM, Boise, Idaho,
USA, 2024.'
conference:
end_date: 2024-10-25
location: Boise, Idaho, USA
name: 33rd ACM International Conference on Information and Knowledge Management
start_date: 2024-10-21
date_created: 2024-09-23T12:30:10Z
date_updated: 2024-09-23T12:30:25Z
department:
- _id: '760'
- _id: '574'
doi: 10.1145/3627673.3679904
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://papers.dice-research.org/2024/CIKM_EDGE/public.pdf
oa: '1'
place: Boise, Idaho, USA
project:
- _id: '285'
grant_number: NW21-059D
name: 'SAIL: SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen
Systemen'
publication: Proceedings of the 33rd ACM International Conference on Information and
Knowledge Management (CIKM ’24),
publisher: ACM
status: public
title: 'EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node
Classifiers on Knowledge Graphs'
type: conference
user_id: '11871'
year: '2024'
...
---
_id: '56214'
author:
- first_name: Jiayi
full_name: Li, Jiayi
last_name: Li
- first_name: Sheetal
full_name: Satheesh, Sheetal
last_name: Satheesh
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
- first_name: Diego
full_name: Moussallem, Diego
id: '71635'
last_name: Moussallem
- first_name: René
full_name: Speck, René
id: '70843'
last_name: Speck
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Li J, Satheesh S, Heindorf S, Moussallem D, Speck R, Ngonga Ngomo A-C. AutoCL:
AutoML for Concept Learning. In: Communications in Computer and Information
Science. Springer Nature Switzerland; 2024. doi:10.1007/978-3-031-63787-2_7'
apa: 'Li, J., Satheesh, S., Heindorf, S., Moussallem, D., Speck, R., & Ngonga
Ngomo, A.-C. (2024). AutoCL: AutoML for Concept Learning. In Communications
in Computer and Information Science. The 2nd World Conference on eXplainable
Artificial Intelligence, Malta, Valletta. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-63787-2_7'
bibtex: '@inbook{Li_Satheesh_Heindorf_Moussallem_Speck_Ngonga Ngomo_2024, place={Cham},
title={AutoCL: AutoML for Concept Learning}, DOI={10.1007/978-3-031-63787-2_7},
booktitle={Communications in Computer and Information Science}, publisher={Springer
Nature Switzerland}, author={Li, Jiayi and Satheesh, Sheetal and Heindorf, Stefan
and Moussallem, Diego and Speck, René and Ngonga Ngomo, Axel-Cyrille}, year={2024}
}'
chicago: 'Li, Jiayi, Sheetal Satheesh, Stefan Heindorf, Diego Moussallem, René Speck,
and Axel-Cyrille Ngonga Ngomo. “AutoCL: AutoML for Concept Learning.” In Communications
in Computer and Information Science. Cham: Springer Nature Switzerland, 2024.
https://doi.org/10.1007/978-3-031-63787-2_7.'
ieee: 'J. Li, S. Satheesh, S. Heindorf, D. Moussallem, R. Speck, and A.-C. Ngonga
Ngomo, “AutoCL: AutoML for Concept Learning,” in Communications in Computer
and Information Science, Cham: Springer Nature Switzerland, 2024.'
mla: 'Li, Jiayi, et al. “AutoCL: AutoML for Concept Learning.” Communications
in Computer and Information Science, Springer Nature Switzerland, 2024, doi:10.1007/978-3-031-63787-2_7.'
short: 'J. Li, S. Satheesh, S. Heindorf, D. Moussallem, R. Speck, A.-C. Ngonga Ngomo,
in: Communications in Computer and Information Science, Springer Nature Switzerland,
Cham, 2024.'
conference:
end_date: 2024-07-19
location: Malta, Valletta
name: The 2nd World Conference on eXplainable Artificial Intelligence
start_date: 2024-07-17
date_created: 2024-09-23T12:31:23Z
date_updated: 2024-09-23T12:36:17Z
department:
- _id: '760'
- _id: '574'
doi: 10.1007/978-3-031-63787-2_7
language:
- iso: eng
place: Cham
publication: Communications in Computer and Information Science
publication_identifier:
isbn:
- '9783031637865'
- '9783031637872'
issn:
- 1865-0929
- 1865-0937
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'AutoCL: AutoML for Concept Learning'
type: book_chapter
user_id: '11871'
year: '2024'
...
---
_id: '46649'
abstract:
- lang: eng
text: "Different conflicting optimization criteria arise naturally in various Deep\r\nLearning
scenarios. These can address different main tasks (i.e., in the\r\nsetting of
Multi-Task Learning), but also main and secondary tasks such as loss\r\nminimization
versus sparsity. The usual approach is a simple weighting of the\r\ncriteria,
which formally only works in the convex setting. In this paper, we\r\npresent
a Multi-Objective Optimization algorithm using a modified Weighted\r\nChebyshev
scalarization for training Deep Neural Networks (DNNs) with respect\r\nto several
tasks. By employing this scalarization technique, the algorithm can\r\nidentify
all optimal solutions of the original problem while reducing its\r\ncomplexity
to a sequence of single-objective problems. The simplified problems\r\nare then
solved using an Augmented Lagrangian method, enabling the use of\r\npopular optimization
techniques such as Adam and Stochastic Gradient Descent,\r\nwhile efficaciously
handling constraints. Our work aims to address the\r\n(economical and also ecological)
sustainability issue of DNN models, with a\r\nparticular focus on Deep Multi-Task
models, which are typically designed with a\r\nvery large number of weights to
perform equally well on multiple tasks. Through\r\nexperiments conducted on two
Machine Learning datasets, we demonstrate the\r\npossibility of adaptively sparsifying
the model during training without\r\nsignificantly impacting its performance,
if we are willing to apply\r\ntask-specific adaptations to the network weights.
Code is available at\r\nhttps://github.com/salomonhotegni/MDMTN."
author:
- first_name: Sedjro Salomon
full_name: Hotegni, Sedjro Salomon
id: '97995'
last_name: Hotegni
- first_name: Manuel Bastian
full_name: Berkemeier, Manuel Bastian
id: '51701'
last_name: Berkemeier
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: 'Hotegni SS, Berkemeier MB, Peitz S. Multi-Objective Optimization for Sparse
Deep Multi-Task Learning. In: 2024 International Joint Conference on Neural
Networks (IJCNN). IEEE; 2024:9. doi:10.1109/IJCNN60899.2024.10650994'
apa: Hotegni, S. S., Berkemeier, M. B., & Peitz, S. (2024). Multi-Objective
Optimization for Sparse Deep Multi-Task Learning. 2024 International Joint
Conference on Neural Networks (IJCNN), 9. https://doi.org/10.1109/IJCNN60899.2024.10650994
bibtex: '@inproceedings{Hotegni_Berkemeier_Peitz_2024, place={Yokohama, Japan},
title={Multi-Objective Optimization for Sparse Deep Multi-Task Learning}, DOI={10.1109/IJCNN60899.2024.10650994},
booktitle={2024 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE},
author={Hotegni, Sedjro Salomon and Berkemeier, Manuel Bastian and Peitz, Sebastian},
year={2024}, pages={9} }'
chicago: 'Hotegni, Sedjro Salomon, Manuel Bastian Berkemeier, and Sebastian Peitz.
“Multi-Objective Optimization for Sparse Deep Multi-Task Learning.” In 2024
International Joint Conference on Neural Networks (IJCNN), 9. Yokohama, Japan:
IEEE, 2024. https://doi.org/10.1109/IJCNN60899.2024.10650994.'
ieee: 'S. S. Hotegni, M. B. Berkemeier, and S. Peitz, “Multi-Objective Optimization
for Sparse Deep Multi-Task Learning,” in 2024 International Joint Conference
on Neural Networks (IJCNN), Yokohama, Japan, 2024, p. 9, doi: 10.1109/IJCNN60899.2024.10650994.'
mla: Hotegni, Sedjro Salomon, et al. “Multi-Objective Optimization for Sparse Deep
Multi-Task Learning.” 2024 International Joint Conference on Neural Networks
(IJCNN), IEEE, 2024, p. 9, doi:10.1109/IJCNN60899.2024.10650994.
short: 'S.S. Hotegni, M.B. Berkemeier, S. Peitz, in: 2024 International Joint Conference
on Neural Networks (IJCNN), IEEE, Yokohama, Japan, 2024, p. 9.'
conference:
end_date: 2024-07-05
location: Yokohama, Japan
name: 2024 International Joint Conference on Neural Networks (IJCNN)
start_date: 2024-06-30
date_created: 2023-08-24T07:44:36Z
date_updated: 2024-09-27T10:24:22Z
department:
- _id: '655'
doi: 10.1109/IJCNN60899.2024.10650994
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://ieeexplore.ieee.org/document/10650994
oa: '1'
page: '9'
place: Yokohama, Japan
publication: 2024 International Joint Conference on Neural Networks (IJCNN)
publication_identifier:
eisbn:
- 979-8-3503-5931-2
eissn:
- ' 2161-4407'
publication_status: published
publisher: IEEE
status: public
title: Multi-Objective Optimization for Sparse Deep Multi-Task Learning
type: conference
user_id: '97995'
year: '2024'
...
---
_id: '56079'
author:
- first_name: Maximilian Manfred
full_name: Radoy, Maximilian Manfred
id: '68826'
last_name: Radoy
orcid: 0009-0005-3059-6823
- first_name: Sven Niclas
full_name: Hebrok, Sven Niclas
id: '55616'
last_name: Hebrok
orcid: 0009-0006-1172-1665
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
citation:
ama: 'Radoy MM, Hebrok SN, Somorovsky J. In Search of Partitioning Oracle Attacks
Against TLS Session Tickets. In: Lecture Notes in Computer Science. Springer
Nature Switzerland; 2024. doi:10.1007/978-3-031-70896-1_16'
apa: Radoy, M. M., Hebrok, S. N., & Somorovsky, J. (2024). In Search of Partitioning
Oracle Attacks Against TLS Session Tickets. In Lecture Notes in Computer Science.
Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-70896-1_16
bibtex: '@inbook{Radoy_Hebrok_Somorovsky_2024, place={Cham}, title={In Search of Partitioning
Oracle Attacks Against TLS Session Tickets}, DOI={10.1007/978-3-031-70896-1_16},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Radoy, Maximilian Manfred and Hebrok, Sven Niclas and Somorovsky, Juraj},
year={2024} }'
chicago: 'Radoy, Maximilian Manfred, Sven Niclas Hebrok, and Juraj Somorovsky. “In
Search of Partitioning Oracle Attacks Against TLS Session Tickets.” In Lecture
Notes in Computer Science. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-70896-1_16.'
ieee: 'M. M. Radoy, S. N. Hebrok, and J. Somorovsky, “In Search of Partitioning
Oracle Attacks Against TLS Session Tickets,” in Lecture Notes in Computer Science,
Cham: Springer Nature Switzerland, 2024.'
mla: Radoy, Maximilian Manfred, et al. “In Search of Partitioning Oracle Attacks
Against TLS Session Tickets.” Lecture Notes in Computer Science, Springer
Nature Switzerland, 2024, doi:10.1007/978-3-031-70896-1_16.
short: 'M.M. Radoy, S.N. Hebrok, J. Somorovsky, in: Lecture Notes in Computer Science,
Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-09-06T07:06:14Z
date_updated: 2024-10-07T13:38:28Z
department:
- _id: '632'
doi: 10.1007/978-3-031-70896-1_16
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031708954'
- '9783031708961'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: In Search of Partitioning Oracle Attacks Against TLS Session Tickets
type: book_chapter
user_id: '68826'
year: '2024'
...
---
_id: '56476'
author:
- first_name: Lukas
full_name: Höper, Lukas
id: '58041'
last_name: Höper
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Christoph
full_name: Benzmüller, Christoph
last_name: Benzmüller
citation:
ama: 'Höper L, Schulte C, Benzmüller C. Verantwortung. In: Furbach U, Kitzelmann
E, Michaeli T, Schmid U, eds. Künstliche Intelligenz für Lehrkräfte. Springer
Fachmedien Wiesbaden; 2024. doi:10.1007/978-3-658-44248-4_16'
apa: Höper, L., Schulte, C., & Benzmüller, C. (2024). Verantwortung. In U. Furbach,
E. Kitzelmann, T. Michaeli, & U. Schmid (Eds.), Künstliche Intelligenz
für Lehrkräfte. Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-44248-4_16
bibtex: '@inbook{Höper_Schulte_Benzmüller_2024, place={Wiesbaden}, title={Verantwortung},
DOI={10.1007/978-3-658-44248-4_16},
booktitle={Künstliche Intelligenz für Lehrkräfte}, publisher={Springer Fachmedien
Wiesbaden}, author={Höper, Lukas and Schulte, Carsten and Benzmüller, Christoph},
editor={Furbach, Ulrich and Kitzelmann, Emanuel and Michaeli, Tilman and Schmid,
Ute}, year={2024} }'
chicago: 'Höper, Lukas, Carsten Schulte, and Christoph Benzmüller. “Verantwortung.”
In Künstliche Intelligenz für Lehrkräfte, edited by Ulrich Furbach, Emanuel
Kitzelmann, Tilman Michaeli, and Ute Schmid. Wiesbaden: Springer Fachmedien Wiesbaden,
2024. https://doi.org/10.1007/978-3-658-44248-4_16.'
ieee: 'L. Höper, C. Schulte, and C. Benzmüller, “Verantwortung,” in Künstliche
Intelligenz für Lehrkräfte, U. Furbach, E. Kitzelmann, T. Michaeli, and U.
Schmid, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2024.'
mla: Höper, Lukas, et al. “Verantwortung.” Künstliche Intelligenz für Lehrkräfte,
edited by Ulrich Furbach et al., Springer Fachmedien Wiesbaden, 2024, doi:10.1007/978-3-658-44248-4_16.
short: 'L. Höper, C. Schulte, C. Benzmüller, in: U. Furbach, E. Kitzelmann, T. Michaeli,
U. Schmid (Eds.), Künstliche Intelligenz für Lehrkräfte, Springer Fachmedien Wiesbaden,
Wiesbaden, 2024.'
date_created: 2024-10-09T13:52:21Z
date_updated: 2024-10-09T13:54:11Z
department:
- _id: '67'
doi: 10.1007/978-3-658-44248-4_16
editor:
- first_name: Ulrich
full_name: Furbach, Ulrich
last_name: Furbach
- first_name: Emanuel
full_name: Kitzelmann, Emanuel
last_name: Kitzelmann
- first_name: Tilman
full_name: Michaeli, Tilman
last_name: Michaeli
- first_name: Ute
full_name: Schmid, Ute
last_name: Schmid
language:
- iso: ger
place: Wiesbaden
publication: Künstliche Intelligenz für Lehrkräfte
publication_identifier:
isbn:
- '9783658442477'
- '9783658442484'
issn:
- 2662-5970
- 2662-5989
publication_status: published
publisher: Springer Fachmedien Wiesbaden
status: public
title: Verantwortung
type: book_chapter
user_id: '58041'
year: '2024'
...
---
_id: '55479'
author:
- first_name: Rafael
full_name: Peñaloza, Rafael
last_name: Peñaloza
- first_name: Anni-Yasmin
full_name: Turhan, Anni-Yasmin
last_name: Turhan
citation:
ama: 'Peñaloza R, Turhan A-Y. Reasoning in Rough Description Logics with Multiple
Indiscernibility Relations. In: Kirrane S, Simkus M, Soylu A, Roman D, eds. Rules
and Reasoning - Eighth International Joint Conference, RuleML+RR 2024, Proceedings.
LNCS. Springer; 2024. doi:10.1007/978-3-031-72407-7\_11'
apa: Peñaloza, R., & Turhan, A.-Y. (2024). Reasoning in Rough Description Logics
with Multiple Indiscernibility Relations. In S. Kirrane, M. Simkus, A. Soylu,
& D. Roman (Eds.), Rules and Reasoning - Eighth International Joint Conference,
RuleML+RR 2024, Proceedings. Springer. https://doi.org/10.1007/978-3-031-72407-7\_11
bibtex: '@inproceedings{Peñaloza_Turhan_2024, series={LNCS}, title={Reasoning in
Rough Description Logics with Multiple Indiscernibility Relations}, DOI={10.1007/978-3-031-72407-7\_11},
booktitle={Rules and Reasoning - Eighth International Joint Conference, RuleML+RR
2024, Proceedings}, publisher={Springer}, author={Peñaloza, Rafael and Turhan,
Anni-Yasmin}, editor={Kirrane, Sabrina and Simkus, Mantas and Soylu, Ahmet and
Roman, Dumitru}, year={2024}, collection={LNCS} }'
chicago: Peñaloza, Rafael, and Anni-Yasmin Turhan. “Reasoning in Rough Description
Logics with Multiple Indiscernibility Relations.” In Rules and Reasoning -
Eighth International Joint Conference, RuleML+RR 2024, Proceedings, edited
by Sabrina Kirrane, Mantas Simkus, Ahmet Soylu, and Dumitru Roman. LNCS. Springer,
2024. https://doi.org/10.1007/978-3-031-72407-7\_11.
ieee: 'R. Peñaloza and A.-Y. Turhan, “Reasoning in Rough Description Logics with
Multiple Indiscernibility Relations,” in Rules and Reasoning - Eighth International
Joint Conference, RuleML+RR 2024, Proceedings, 2024, doi: 10.1007/978-3-031-72407-7\_11.'
mla: Peñaloza, Rafael, and Anni-Yasmin Turhan. “Reasoning in Rough Description Logics
with Multiple Indiscernibility Relations.” Rules and Reasoning - Eighth International
Joint Conference, RuleML+RR 2024, Proceedings, edited by Sabrina Kirrane et
al., Springer, 2024, doi:10.1007/978-3-031-72407-7\_11.
short: 'R. Peñaloza, A.-Y. Turhan, in: S. Kirrane, M. Simkus, A. Soylu, D. Roman
(Eds.), Rules and Reasoning - Eighth International Joint Conference, RuleML+RR
2024, Proceedings, Springer, 2024.'
date_created: 2024-08-01T12:30:48Z
date_updated: 2024-10-11T08:42:39Z
department:
- _id: '888'
doi: 10.1007/978-3-031-72407-7\_11
editor:
- first_name: Sabrina
full_name: Kirrane, Sabrina
last_name: Kirrane
- first_name: Mantas
full_name: Simkus, Mantas
last_name: Simkus
- first_name: Ahmet
full_name: Soylu, Ahmet
last_name: Soylu
- first_name: Dumitru
full_name: Roman, Dumitru
last_name: Roman
language:
- iso: eng
publication: Rules and Reasoning - Eighth International Joint Conference, RuleML+RR
2024, Proceedings
publisher: Springer
series_title: LNCS
status: public
title: Reasoning in Rough Description Logics with Multiple Indiscernibility Relations
type: conference
user_id: '104470'
year: '2024'
...
---
_id: '56592'
author:
- first_name: Felix
full_name: Giesa, Felix
last_name: Giesa
- first_name: Rita
full_name: Hartel, Rita
id: '14961'
last_name: Hartel
- first_name: Alexander
full_name: Dunst, Alexander
last_name: Dunst
citation:
ama: 'Giesa F, Hartel R, Dunst A. On German Comics Traditions: An Explorative Approach
to Digital Comics Historiography. In: Comics | Histories. Rombach Wissenschaft
– ein Verlag in der Nomos Verlagsgesellschaft; 2024. doi:10.5771/9783988580566-239'
apa: 'Giesa, F., Hartel, R., & Dunst, A. (2024). On German Comics Traditions:
An Explorative Approach to Digital Comics Historiography. In Comics | Histories.
Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft. https://doi.org/10.5771/9783988580566-239'
bibtex: '@inbook{Giesa_Hartel_Dunst_2024, title={On German Comics Traditions: An
Explorative Approach to Digital Comics Historiography}, DOI={10.5771/9783988580566-239},
booktitle={Comics | Histories}, publisher={Rombach Wissenschaft – ein Verlag in
der Nomos Verlagsgesellschaft}, author={Giesa, Felix and Hartel, Rita and Dunst,
Alexander}, year={2024} }'
chicago: 'Giesa, Felix, Rita Hartel, and Alexander Dunst. “On German Comics Traditions:
An Explorative Approach to Digital Comics Historiography.” In Comics | Histories.
Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft, 2024. https://doi.org/10.5771/9783988580566-239.'
ieee: 'F. Giesa, R. Hartel, and A. Dunst, “On German Comics Traditions: An Explorative
Approach to Digital Comics Historiography,” in Comics | Histories, Rombach
Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft, 2024.'
mla: 'Giesa, Felix, et al. “On German Comics Traditions: An Explorative Approach
to Digital Comics Historiography.” Comics | Histories, Rombach Wissenschaft
– ein Verlag in der Nomos Verlagsgesellschaft, 2024, doi:10.5771/9783988580566-239.'
short: 'F. Giesa, R. Hartel, A. Dunst, in: Comics | Histories, Rombach Wissenschaft
– ein Verlag in der Nomos Verlagsgesellschaft, 2024.'
date_created: 2024-10-11T08:38:55Z
date_updated: 2024-10-11T08:39:53Z
department:
- _id: '69'
doi: 10.5771/9783988580566-239
language:
- iso: eng
publication: Comics | Histories
publication_identifier:
isbn:
- '9783988580566'
publication_status: published
publisher: Rombach Wissenschaft – ein Verlag in der Nomos Verlagsgesellschaft
status: public
title: 'On German Comics Traditions: An Explorative Approach to Digital Comics Historiography'
type: book_chapter
user_id: '14961'
year: '2024'
...
---
_id: '49655'
abstract:
- lang: eng
text: In today's digital world, data-driven digital artefacts pose challenges for
education, as many students lack an understanding of data and feel powerless when
interacting with them. This article addresses these challenges and introduces
the data awareness framework. It focuses on understanding data-driven technologies
and reflecting on the role of data in everyday life. The paper also presents an
empirical study on young school students' data awareness. The study involves a
teaching unit on data awareness framed by a pretest-posttest design using a questionnaire
on students' awareness and understanding of and reflection on data practices of
data-driven digital artefacts. The study's findings indicate that the data awareness
framework supports students in understanding data practices of data-driven digital
artefacts. The findings also suggest that the framework encourages students to
reflect on these data practices and think about their daily behaviour. Students
learn a model about interactions with data-driven digital artefacts and use it
to analyse data-driven applications. This approach appears to enable students
to understand these artefacts from everyday life and reflect on these interactions.
The work contributes to research on data and AI literacies and suggests a way
to support students in developing self-determination and agency during interactions
with data-driven digital artefacts.
article_type: original
author:
- first_name: Lukas
full_name: Höper, Lukas
id: '58041'
last_name: Höper
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: Höper L, Schulte C. The data awareness framework as part of data literacies
in K-12 education. Information and Learning Sciences. 2024;125(7/8):491-512.
doi:10.1108/ils-06-2023-0075
apa: Höper, L., & Schulte, C. (2024). The data awareness framework as part of
data literacies in K-12 education. Information and Learning Sciences, 125(7/8),
491–512. https://doi.org/10.1108/ils-06-2023-0075
bibtex: '@article{Höper_Schulte_2024, title={The data awareness framework as part
of data literacies in K-12 education}, volume={125}, DOI={10.1108/ils-06-2023-0075},
number={7/8}, journal={Information and Learning Sciences}, publisher={Emerald},
author={Höper, Lukas and Schulte, Carsten}, year={2024}, pages={491–512} }'
chicago: 'Höper, Lukas, and Carsten Schulte. “The Data Awareness Framework as Part
of Data Literacies in K-12 Education.” Information and Learning Sciences
125, no. 7/8 (2024): 491–512. https://doi.org/10.1108/ils-06-2023-0075.'
ieee: 'L. Höper and C. Schulte, “The data awareness framework as part of data literacies
in K-12 education,” Information and Learning Sciences, vol. 125, no. 7/8,
pp. 491–512, 2024, doi: 10.1108/ils-06-2023-0075.'
mla: Höper, Lukas, and Carsten Schulte. “The Data Awareness Framework as Part of
Data Literacies in K-12 Education.” Information and Learning Sciences,
vol. 125, no. 7/8, Emerald, 2024, pp. 491–512, doi:10.1108/ils-06-2023-0075.
short: L. Höper, C. Schulte, Information and Learning Sciences 125 (2024) 491–512.
date_created: 2023-12-15T07:41:04Z
date_updated: 2024-10-11T12:01:06Z
ddc:
- '370'
department:
- _id: '67'
doi: 10.1108/ils-06-2023-0075
file:
- access_level: open_access
content_type: application/pdf
creator: hoeper
date_created: 2024-10-11T11:59:50Z
date_updated: 2024-10-11T12:01:05Z
file_id: '56597'
file_name: Höper und Schulte - Data Awareness Framework as part of Data Literacies
- ILS - AAM version.pdf
file_size: 981234
relation: main_file
file_date_updated: 2024-10-11T12:01:05Z
has_accepted_license: '1'
intvolume: ' 125'
issue: 7/8
keyword:
- Library and Information Sciences
- Computer Science Applications
- Education
language:
- iso: eng
oa: '1'
page: 491-512
publication: Information and Learning Sciences
publication_identifier:
issn:
- 2398-5348
- 2398-5348
publication_status: published
publisher: Emerald
quality_controlled: '1'
status: public
title: The data awareness framework as part of data literacies in K-12 education
type: journal_article
user_id: '58041'
volume: 125
year: '2024'
...
---
_id: '56606'
abstract:
- lang: eng
text: AbstractMost FPGA boards in the HPC domain
are well-suited for parallel scaling because of the direct integration of versatile
and high-throughput network ports. However, the utilization of their network capabilities is
often challenging and error-prone because the whole network stack and communication
patterns have to be implemented and managed on the FPGAs. Also, this approach
conceptually involves a trade-off between the performance potential of improved
communication and the impact of resource consumption for communication infrastructure,
since the utilized resources on the FPGAs could otherwise be used for computations.
In this work, we investigate this trade-off, firstly, by using synthetic benchmarks
to evaluate the different configuration options of the communication framework
ACCL and their impact on communication latency and throughput. Finally, we use
our findings to implement a shallow water simulation whose scalability heavily
depends on low-latency communication. With a suitable configuration of ACCL, good
scaling behavior can be shown to all 48 FPGAs installed in the system. Overall,
the results show that the availability of inter-FPGA communication frameworks
as well as the configurability of framework and network stack are crucial to achieve
the best application performance with low latency communication.
author:
- first_name: Marius
full_name: Meyer, Marius
last_name: Meyer
- first_name: Tobias
full_name: Kenter, Tobias
last_name: Kenter
- first_name: Lucian
full_name: Petrica, Lucian
last_name: Petrica
- first_name: Kenneth
full_name: O’Brien, Kenneth
last_name: O’Brien
- first_name: Michaela
full_name: Blott, Michaela
last_name: Blott
- first_name: Christian
full_name: Plessl, Christian
last_name: Plessl
citation:
ama: 'Meyer M, Kenter T, Petrica L, O’Brien K, Blott M, Plessl C. Optimizing Communication
for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL. In: Lecture
Notes in Computer Science. Springer Nature Switzerland; 2024. doi:10.1007/978-3-031-69766-1_9'
apa: Meyer, M., Kenter, T., Petrica, L., O’Brien, K., Blott, M., & Plessl, C.
(2024). Optimizing Communication for Latency Sensitive HPC Applications on up
to 48 FPGAs Using ACCL. In Lecture Notes in Computer Science. Springer
Nature Switzerland. https://doi.org/10.1007/978-3-031-69766-1_9
bibtex: '@inbook{Meyer_Kenter_Petrica_O’Brien_Blott_Plessl_2024, place={Cham}, title={Optimizing
Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL},
DOI={10.1007/978-3-031-69766-1_9},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Meyer, Marius and Kenter, Tobias and Petrica, Lucian and O’Brien, Kenneth
and Blott, Michaela and Plessl, Christian}, year={2024} }'
chicago: 'Meyer, Marius, Tobias Kenter, Lucian Petrica, Kenneth O’Brien, Michaela
Blott, and Christian Plessl. “Optimizing Communication for Latency Sensitive HPC
Applications on up to 48 FPGAs Using ACCL.” In Lecture Notes in Computer Science.
Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-69766-1_9.'
ieee: 'M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, and C. Plessl, “Optimizing
Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL,”
in Lecture Notes in Computer Science, Cham: Springer Nature Switzerland,
2024.'
mla: Meyer, Marius, et al. “Optimizing Communication for Latency Sensitive HPC Applications
on up to 48 FPGAs Using ACCL.” Lecture Notes in Computer Science, Springer
Nature Switzerland, 2024, doi:10.1007/978-3-031-69766-1_9.
short: 'M. Meyer, T. Kenter, L. Petrica, K. O’Brien, M. Blott, C. Plessl, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-10-14T07:51:51Z
date_updated: 2024-10-14T07:55:50Z
department:
- _id: '27'
- _id: '518'
doi: 10.1007/978-3-031-69766-1_9
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783031697654'
- '9783031697661'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
status: public
title: Optimizing Communication for Latency Sensitive HPC Applications on up to 48
FPGAs Using ACCL
type: book_chapter
user_id: '3145'
year: '2024'
...
---
_id: '56158'
author:
- first_name: Oliver Fernández
full_name: Gil, Oliver Fernández
last_name: Gil
- first_name: Fabio
full_name: Patrizi, Fabio
last_name: Patrizi
- first_name: Giuseppe
full_name: Perelli, Giuseppe
last_name: Perelli
- first_name: Anni-Yasmin
full_name: Turhan, Anni-Yasmin
id: '104470'
last_name: Turhan
citation:
ama: 'Gil OF, Patrizi F, Perelli G, Turhan A-Y. Optimal Alignment of Temporal Knowledge
Bases (Extended Abstract). In: Giordano L, Jung JC, Ozaki A, eds. Proceedings
of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway,
June 18-21, 2024. Vol 3739. CEUR Workshop Proceedings. CEUR-WS.org; 2024.'
apa: Gil, O. F., Patrizi, F., Perelli, G., & Turhan, A.-Y. (2024). Optimal Alignment
of Temporal Knowledge Bases (Extended Abstract). In L. Giordano, J. C. Jung, &
A. Ozaki (Eds.), Proceedings of the 37th International Workshop on Description
Logics (DL 2024), Bergen, Norway, June 18-21, 2024 (Vol. 3739). CEUR-WS.org.
bibtex: '@inproceedings{Gil_Patrizi_Perelli_Turhan_2024, series={CEUR Workshop Proceedings},
title={Optimal Alignment of Temporal Knowledge Bases (Extended Abstract)}, volume={3739},
booktitle={Proceedings of the 37th International Workshop on Description Logics
(DL 2024), Bergen, Norway, June 18-21, 2024}, publisher={CEUR-WS.org}, author={Gil,
Oliver Fernández and Patrizi, Fabio and Perelli, Giuseppe and Turhan, Anni-Yasmin},
editor={Giordano, Laura and Jung, Jean Christoph and Ozaki, Ana}, year={2024},
collection={CEUR Workshop Proceedings} }'
chicago: Gil, Oliver Fernández, Fabio Patrizi, Giuseppe Perelli, and Anni-Yasmin
Turhan. “Optimal Alignment of Temporal Knowledge Bases (Extended Abstract).” In
Proceedings of the 37th International Workshop on Description Logics (DL 2024),
Bergen, Norway, June 18-21, 2024, edited by Laura Giordano, Jean Christoph
Jung, and Ana Ozaki, Vol. 3739. CEUR Workshop Proceedings. CEUR-WS.org, 2024.
ieee: O. F. Gil, F. Patrizi, G. Perelli, and A.-Y. Turhan, “Optimal Alignment of
Temporal Knowledge Bases (Extended Abstract),” in Proceedings of the 37th International
Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024,
2024, vol. 3739.
mla: Gil, Oliver Fernández, et al. “Optimal Alignment of Temporal Knowledge Bases
(Extended Abstract).” Proceedings of the 37th International Workshop on Description
Logics (DL 2024), Bergen, Norway, June 18-21, 2024, edited by Laura Giordano
et al., vol. 3739, CEUR-WS.org, 2024.
short: 'O.F. Gil, F. Patrizi, G. Perelli, A.-Y. Turhan, in: L. Giordano, J.C. Jung,
A. Ozaki (Eds.), Proceedings of the 37th International Workshop on Description
Logics (DL 2024), Bergen, Norway, June 18-21, 2024, CEUR-WS.org, 2024.'
date_created: 2024-09-17T08:45:01Z
date_updated: 2024-10-14T08:03:03Z
department:
- _id: '888'
editor:
- first_name: Laura
full_name: Giordano, Laura
last_name: Giordano
- first_name: Jean Christoph
full_name: Jung, Jean Christoph
last_name: Jung
- first_name: Ana
full_name: Ozaki, Ana
last_name: Ozaki
intvolume: ' 3739'
language:
- iso: eng
publication: Proceedings of the 37th International Workshop on Description Logics
(DL 2024), Bergen, Norway, June 18-21, 2024
publisher: CEUR-WS.org
series_title: CEUR Workshop Proceedings
status: public
title: Optimal Alignment of Temporal Knowledge Bases (Extended Abstract)
type: conference
user_id: '15504'
volume: 3739
year: '2024'
...
---
_id: '56605'
author:
- first_name: Jan-Oliver
full_name: Opdenhövel, Jan-Oliver
id: '73960'
last_name: Opdenhövel
orcid: 0000-0003-2314-2784
- first_name: Christoph
full_name: Alt, Christoph
id: '100625'
last_name: Alt
- 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: 'Opdenhövel J-O, Alt C, Plessl C, Kenter T. StencilStream: A SYCL-based Stencil
Simulation Framework Targeting FPGAs. In: 2024 34th International Conference
on Field-Programmable Logic and Applications (FPL). IEEE; 2024. doi:10.1109/fpl64840.2024.00023'
apa: 'Opdenhövel, J.-O., Alt, C., Plessl, C., & Kenter, T. (2024). StencilStream:
A SYCL-based Stencil Simulation Framework Targeting FPGAs. 2024 34th International
Conference on Field-Programmable Logic and Applications (FPL). https://doi.org/10.1109/fpl64840.2024.00023'
bibtex: '@inproceedings{Opdenhövel_Alt_Plessl_Kenter_2024, title={StencilStream:
A SYCL-based Stencil Simulation Framework Targeting FPGAs}, DOI={10.1109/fpl64840.2024.00023},
booktitle={2024 34th International Conference on Field-Programmable Logic and
Applications (FPL)}, publisher={IEEE}, author={Opdenhövel, Jan-Oliver and Alt,
Christoph and Plessl, Christian and Kenter, Tobias}, year={2024} }'
chicago: 'Opdenhövel, Jan-Oliver, Christoph Alt, Christian Plessl, and Tobias Kenter.
“StencilStream: A SYCL-Based Stencil Simulation Framework Targeting FPGAs.” In
2024 34th International Conference on Field-Programmable Logic and Applications
(FPL). IEEE, 2024. https://doi.org/10.1109/fpl64840.2024.00023.'
ieee: 'J.-O. Opdenhövel, C. Alt, C. Plessl, and T. Kenter, “StencilStream: A SYCL-based
Stencil Simulation Framework Targeting FPGAs,” 2024, doi: 10.1109/fpl64840.2024.00023.'
mla: 'Opdenhövel, Jan-Oliver, et al. “StencilStream: A SYCL-Based Stencil Simulation
Framework Targeting FPGAs.” 2024 34th International Conference on Field-Programmable
Logic and Applications (FPL), IEEE, 2024, doi:10.1109/fpl64840.2024.00023.'
short: 'J.-O. Opdenhövel, C. Alt, C. Plessl, T. Kenter, in: 2024 34th International
Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2024.'
date_created: 2024-10-14T07:49:24Z
date_updated: 2024-10-14T07:56:26Z
department:
- _id: '27'
- _id: '518'
doi: 10.1109/fpl64840.2024.00023
language:
- iso: eng
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2024 34th International Conference on Field-Programmable Logic and Applications
(FPL)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'StencilStream: A SYCL-based Stencil Simulation Framework Targeting FPGAs'
type: conference
user_id: '3145'
year: '2024'
...
---
_id: '56607'
author:
- first_name: Abdul Rehman
full_name: Tareen, Abdul Rehman
id: '76938'
last_name: Tareen
- first_name: Marius
full_name: Meyer, Marius
id: '40778'
last_name: Meyer
- 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: 'Tareen AR, Meyer M, Plessl C, Kenter T. HiHiSpMV: Sparse Matrix Vector Multiplication
with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory. In: 2024
IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing
Machines (FCCM). Vol 35. IEEE; 2024. doi:10.1109/fccm60383.2024.00014'
apa: 'Tareen, A. R., Meyer, M., Plessl, C., & Kenter, T. (2024). HiHiSpMV: Sparse
Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High
Bandwidth Memory. 2024 IEEE 32nd Annual International Symposium on Field-Programmable
Custom Computing Machines (FCCM), 35. https://doi.org/10.1109/fccm60383.2024.00014'
bibtex: '@inproceedings{Tareen_Meyer_Plessl_Kenter_2024, title={HiHiSpMV: Sparse
Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High
Bandwidth Memory}, volume={35}, DOI={10.1109/fccm60383.2024.00014},
booktitle={2024 IEEE 32nd Annual International Symposium on Field-Programmable
Custom Computing Machines (FCCM)}, publisher={IEEE}, author={Tareen, Abdul Rehman
and Meyer, Marius and Plessl, Christian and Kenter, Tobias}, year={2024} }'
chicago: 'Tareen, Abdul Rehman, Marius Meyer, Christian Plessl, and Tobias Kenter.
“HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions
on FPGAs with High Bandwidth Memory.” In 2024 IEEE 32nd Annual International
Symposium on Field-Programmable Custom Computing Machines (FCCM), Vol. 35.
IEEE, 2024. https://doi.org/10.1109/fccm60383.2024.00014.'
ieee: 'A. R. Tareen, M. Meyer, C. Plessl, and T. Kenter, “HiHiSpMV: Sparse Matrix
Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth
Memory,” in 2024 IEEE 32nd Annual International Symposium on Field-Programmable
Custom Computing Machines (FCCM), 2024, vol. 35, doi: 10.1109/fccm60383.2024.00014.'
mla: 'Tareen, Abdul Rehman, et al. “HiHiSpMV: Sparse Matrix Vector Multiplication
with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory.” 2024
IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing
Machines (FCCM), vol. 35, IEEE, 2024, doi:10.1109/fccm60383.2024.00014.'
short: 'A.R. Tareen, M. Meyer, C. Plessl, T. Kenter, in: 2024 IEEE 32nd Annual International
Symposium on Field-Programmable Custom Computing Machines (FCCM), IEEE, 2024.'
date_created: 2024-10-14T07:59:08Z
date_updated: 2024-10-14T12:27:55Z
department:
- _id: '27'
- _id: '518'
doi: 10.1109/fccm60383.2024.00014
intvolume: ' 35'
language:
- iso: eng
publication: 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom
Computing Machines (FCCM)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions
on FPGAs with High Bandwidth Memory'
type: conference
user_id: '3145'
volume: 35
year: '2024'
...
---
_id: '56609'
abstract:
- lang: eng
text: 'The computation of electron repulsion integrals (ERIs) is a key component
for quantum chemical methods. The intensive computation and bandwidth demand for
ERI evaluation presents a significant challenge for quantum-mechanics-based atomistic
simulations with hybrid density functional theory: due to the tens of trillions
of ERI computations in each time step, practical applications are usually limited
to thousands of atoms. In this work, we propose SERI, a high-throughput streaming
accelerator for ERI computation on HBM-based FPGAs. In contrast to prior buffer-based
designs, SERI proposes a novel streaming architecture to address the on-chip buffer
limitation and the floorplanning challenge, and leverages the high-bandwidth memory
to overcome the bandwidth bottleneck in prior designs. Moreover, to meet the varying
computation, bandwidth, and floorplanning requirements between the 55 canonical
quartet classes in ERI calculation, we design an automation tool, together with
an accurate performance model, to automatically customize the architecture and
floorplanning strategy for each canonical quartet class to maximize their throughput.
Our performance evaluation on the AMD/Xilinx Alveo U280 FPGA board shows that,
SERI achieves an average speedup of 9.80 x over the previous best-performing FPGA
design, a 3.21x speedup over a 64-core AMD EPYC 7713 CPU, and a 15.64x speedup
over an Nvidia A40 GPU. It reaches a peak throughput of 23.8 GERIS ($10^9$ ERIs
per second) on one Alveo U280 FPGA. SERI will be released soon at https://github.com/SFU-HiAccel/SERI.'
author:
- first_name: Philip
full_name: Stachura, Philip
last_name: Stachura
- first_name: Guanyu
full_name: Li, Guanyu
last_name: Li
- first_name: Xin
full_name: Wu, Xin
id: '77439'
last_name: Wu
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Zhenman
full_name: Fang, Zhenman
last_name: Fang
citation:
ama: 'Stachura P, Li G, Wu X, Plessl C, Fang Z. SERI: High-Throughput Streaming
Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry using
HBM-based FPGAs. In: 2024 34th International Conference on Field-Programmable
Logic and Applications (FPL). IEEE; 2024:60-68. doi:10.1109/fpl64840.2024.00018'
apa: 'Stachura, P., Li, G., Wu, X., Plessl, C., & Fang, Z. (2024). SERI: High-Throughput
Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry
using HBM-based FPGAs. 2024 34th International Conference on Field-Programmable
Logic and Applications (FPL), 60–68. https://doi.org/10.1109/fpl64840.2024.00018'
bibtex: '@inproceedings{Stachura_Li_Wu_Plessl_Fang_2024, title={SERI: High-Throughput
Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry
using HBM-based FPGAs}, DOI={10.1109/fpl64840.2024.00018},
booktitle={2024 34th International Conference on Field-Programmable Logic and
Applications (FPL)}, publisher={IEEE}, author={Stachura, Philip and Li, Guanyu
and Wu, Xin and Plessl, Christian and Fang, Zhenman}, year={2024}, pages={60–68}
}'
chicago: 'Stachura, Philip, Guanyu Li, Xin Wu, Christian Plessl, and Zhenman Fang.
“SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral Computation
in Quantum Chemistry Using HBM-Based FPGAs.” In 2024 34th International Conference
on Field-Programmable Logic and Applications (FPL), 60–68. IEEE, 2024. https://doi.org/10.1109/fpl64840.2024.00018.'
ieee: 'P. Stachura, G. Li, X. Wu, C. Plessl, and Z. Fang, “SERI: High-Throughput
Streaming Acceleration of Electron Repulsion Integral Computation in Quantum Chemistry
using HBM-based FPGAs,” in 2024 34th International Conference on Field-Programmable
Logic and Applications (FPL), 2024, pp. 60–68, doi: 10.1109/fpl64840.2024.00018.'
mla: 'Stachura, Philip, et al. “SERI: High-Throughput Streaming Acceleration of
Electron Repulsion Integral Computation in Quantum Chemistry Using HBM-Based FPGAs.”
2024 34th International Conference on Field-Programmable Logic and Applications
(FPL), IEEE, 2024, pp. 60–68, doi:10.1109/fpl64840.2024.00018.'
short: 'P. Stachura, G. Li, X. Wu, C. Plessl, Z. Fang, in: 2024 34th International
Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2024, pp.
60–68.'
date_created: 2024-10-14T08:44:44Z
date_updated: 2024-10-15T08:37:27Z
department:
- _id: '27'
- _id: '518'
doi: 10.1109/fpl64840.2024.00018
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10705609
page: 60-68
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2024 34th International Conference on Field-Programmable Logic and Applications
(FPL)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'SERI: High-Throughput Streaming Acceleration of Electron Repulsion Integral
Computation in Quantum Chemistry using HBM-based FPGAs'
type: conference
user_id: '77439'
year: '2024'
...