---
_id: '34070'
article_number: '100135'
author:
- first_name: Britta
full_name: Schramm, Britta
id: '4668'
last_name: Schramm
- first_name: Sven
full_name: Harzheim, Sven
last_name: Harzheim
- first_name: Deborah
full_name: Weiß, Deborah
id: '45673'
last_name: Weiß
- first_name: Tintu David
full_name: Joy, Tintu David
id: '30821'
last_name: Joy
- first_name: Martin
full_name: Hofmann, Martin
last_name: Hofmann
- first_name: Julia
full_name: Mergheim, Julia
last_name: Mergheim
- first_name: Thomas
full_name: Wallmersperger, Thomas
last_name: Wallmersperger
citation:
ama: 'Schramm B, Harzheim S, Weiß D, et al. A Review on the Modeling of the Clinching
Process Chain - Part III: Operational Phase. Journal of Advanced Joining Processes.
Published online 2022. doi:10.1016/j.jajp.2022.100135'
apa: 'Schramm, B., Harzheim, S., Weiß, D., Joy, T. D., Hofmann, M., Mergheim, J.,
& Wallmersperger, T. (2022). A Review on the Modeling of the Clinching Process
Chain - Part III: Operational Phase. Journal of Advanced Joining Processes,
Article 100135. https://doi.org/10.1016/j.jajp.2022.100135'
bibtex: '@article{Schramm_Harzheim_Weiß_Joy_Hofmann_Mergheim_Wallmersperger_2022,
title={A Review on the Modeling of the Clinching Process Chain - Part III: Operational
Phase}, DOI={10.1016/j.jajp.2022.100135},
number={100135}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier
BV}, author={Schramm, Britta and Harzheim, Sven and Weiß, Deborah and Joy, Tintu
David and Hofmann, Martin and Mergheim, Julia and Wallmersperger, Thomas}, year={2022}
}'
chicago: 'Schramm, Britta, Sven Harzheim, Deborah Weiß, Tintu David Joy, Martin
Hofmann, Julia Mergheim, and Thomas Wallmersperger. “A Review on the Modeling
of the Clinching Process Chain - Part III: Operational Phase.” Journal of Advanced
Joining Processes, 2022. https://doi.org/10.1016/j.jajp.2022.100135.'
ieee: 'B. Schramm et al., “A Review on the Modeling of the Clinching Process
Chain - Part III: Operational Phase,” Journal of Advanced Joining Processes,
Art. no. 100135, 2022, doi: 10.1016/j.jajp.2022.100135.'
mla: 'Schramm, Britta, et al. “A Review on the Modeling of the Clinching Process
Chain - Part III: Operational Phase.” Journal of Advanced Joining Processes,
100135, Elsevier BV, 2022, doi:10.1016/j.jajp.2022.100135.'
short: B. Schramm, S. Harzheim, D. Weiß, T.D. Joy, M. Hofmann, J. Mergheim, T. Wallmersperger,
Journal of Advanced Joining Processes (2022).
date_created: 2022-11-14T08:55:34Z
date_updated: 2026-05-12T12:52:34Z
department:
- _id: '143'
doi: 10.1016/j.jajp.2022.100135
keyword:
- Mechanical Engineering
- Mechanics of Materials
- Engineering (miscellaneous)
- Chemical Engineering (miscellaneous)
language:
- iso: eng
project:
- _id: '130'
name: 'TRR 285: TRR 285'
- _id: '143'
name: 'TRR 285 – B04: TRR 285 - Subproject B04'
- _id: '142'
name: 'TRR 285 – B03: TRR 285 - Subproject B03'
- _id: '139'
name: 'TRR 285 – A05: TRR 285 - Subproject A05'
- _id: '132'
name: TRR 285 - Project Area B
- _id: '131'
name: TRR 285 - Project Area A
publication: Journal of Advanced Joining Processes
publication_identifier:
issn:
- 2666-3309
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: 'A Review on the Modeling of the Clinching Process Chain - Part III: Operational
Phase'
type: journal_article
user_id: '7850'
year: '2022'
...
---
_id: '31238'
article_number: '100108'
author:
- first_name: Robert
full_name: Kupfer, Robert
last_name: Kupfer
- first_name: Daniel
full_name: Köhler, Daniel
last_name: Köhler
- first_name: David
full_name: Römisch, David
last_name: Römisch
- first_name: Simon
full_name: Wituschek, Simon
last_name: Wituschek
- first_name: Lars
full_name: Ewenz, Lars
last_name: Ewenz
- first_name: Jan
full_name: Kalich, Jan
last_name: Kalich
- first_name: Deborah
full_name: Weiß, Deborah
id: '45673'
last_name: Weiß
- first_name: Behdad
full_name: Sadeghian, Behdad
last_name: Sadeghian
- first_name: Matthias
full_name: Busch, Matthias
last_name: Busch
- first_name: Jan Tobias
full_name: Krüger, Jan Tobias
id: '44307'
last_name: Krüger
orcid: 0000-0002-0827-9654
- first_name: Moritz
full_name: Neuser, Moritz
id: '32340'
last_name: Neuser
- first_name: Olexandr
full_name: Grydin, Olexandr
id: '43822'
last_name: Grydin
- first_name: Max
full_name: Böhnke, Max
id: '45779'
last_name: Böhnke
- first_name: Christian-Roman
full_name: Bielak, Christian-Roman
last_name: Bielak
- first_name: Juliane
full_name: Troschitz, Juliane
last_name: Troschitz
citation:
ama: Kupfer R, Köhler D, Römisch D, et al. Clinching of Aluminum Materials – Methods
for the Continuous Characterization of Process, Microstructure and Properties.
Journal of Advanced Joining Processes. Published online 2022. doi:10.1016/j.jajp.2022.100108
apa: Kupfer, R., Köhler, D., Römisch, D., Wituschek, S., Ewenz, L., Kalich, J.,
Weiß, D., Sadeghian, B., Busch, M., Krüger, J. T., Neuser, M., Grydin, O., Böhnke,
M., Bielak, C.-R., & Troschitz, J. (2022). Clinching of Aluminum Materials
– Methods for the Continuous Characterization of Process, Microstructure and Properties.
Journal of Advanced Joining Processes, Article 100108. https://doi.org/10.1016/j.jajp.2022.100108
bibtex: '@article{Kupfer_Köhler_Römisch_Wituschek_Ewenz_Kalich_Weiß_Sadeghian_Busch_Krüger_et
al._2022, title={Clinching of Aluminum Materials – Methods for the Continuous
Characterization of Process, Microstructure and Properties}, DOI={10.1016/j.jajp.2022.100108},
number={100108}, journal={Journal of Advanced Joining Processes}, publisher={Elsevier
BV}, author={Kupfer, Robert and Köhler, Daniel and Römisch, David and Wituschek,
Simon and Ewenz, Lars and Kalich, Jan and Weiß, Deborah and Sadeghian, Behdad
and Busch, Matthias and Krüger, Jan Tobias and et al.}, year={2022} }'
chicago: Kupfer, Robert, Daniel Köhler, David Römisch, Simon Wituschek, Lars Ewenz,
Jan Kalich, Deborah Weiß, et al. “Clinching of Aluminum Materials – Methods for
the Continuous Characterization of Process, Microstructure and Properties.” Journal
of Advanced Joining Processes, 2022. https://doi.org/10.1016/j.jajp.2022.100108.
ieee: 'R. Kupfer et al., “Clinching of Aluminum Materials – Methods for the
Continuous Characterization of Process, Microstructure and Properties,” Journal
of Advanced Joining Processes, Art. no. 100108, 2022, doi: 10.1016/j.jajp.2022.100108.'
mla: Kupfer, Robert, et al. “Clinching of Aluminum Materials – Methods for the Continuous
Characterization of Process, Microstructure and Properties.” Journal of Advanced
Joining Processes, 100108, Elsevier BV, 2022, doi:10.1016/j.jajp.2022.100108.
short: R. Kupfer, D. Köhler, D. Römisch, S. Wituschek, L. Ewenz, J. Kalich, D. Weiß,
B. Sadeghian, M. Busch, J.T. Krüger, M. Neuser, O. Grydin, M. Böhnke, C.-R. Bielak,
J. Troschitz, Journal of Advanced Joining Processes (2022).
date_created: 2022-05-12T13:48:16Z
date_updated: 2026-05-12T13:49:43Z
department:
- _id: '158'
doi: 10.1016/j.jajp.2022.100108
keyword:
- Mechanical Engineering
- Mechanics of Materials
- Engineering (miscellaneous)
- Chemical Engineering (miscellaneous)
language:
- iso: eng
project:
- _id: '131'
name: 'TRR 285 - A: TRR 285 - Project Area A'
- _id: '136'
name: 'TRR 285 – A02: TRR 285 - Subproject A02'
- _id: '130'
name: 'TRR 285: Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen
Prozessketten'
publication: Journal of Advanced Joining Processes
publication_identifier:
issn:
- 2666-3309
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Clinching of Aluminum Materials – Methods for the Continuous Characterization
of Process, Microstructure and Properties
type: journal_article
user_id: '7850'
year: '2022'
...
---
_id: '29771'
author:
- first_name: Olexandr
full_name: Grydin, Olexandr
id: '43822'
last_name: Grydin
- first_name: Dag
full_name: Mortensen, Dag
last_name: Mortensen
- first_name: Moritz
full_name: Neuser, Moritz
id: '32340'
last_name: Neuser
- first_name: Dag
full_name: Lindholm, Dag
last_name: Lindholm
- first_name: Hallvard G.
full_name: Fjaer, Hallvard G.
last_name: Fjaer
- first_name: Mirko
full_name: Schaper, Mirko
id: '43720'
last_name: Schaper
citation:
ama: 'Grydin O, Mortensen D, Neuser M, Lindholm D, Fjaer HG, Schaper M. Numerical
and Experimental Investigation of Heat Transfer in the Solidification-Deformation
Zone During Twin-Roll Casting of Aluminum Strips. In: Light Metals 2022.
Springer International Publishing; 2022. doi:10.1007/978-3-030-92529-1_96'
apa: Grydin, O., Mortensen, D., Neuser, M., Lindholm, D., Fjaer, H. G., & Schaper,
M. (2022). Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation
Zone During Twin-Roll Casting of Aluminum Strips. In Light Metals 2022.
Springer International Publishing. https://doi.org/10.1007/978-3-030-92529-1_96
bibtex: '@inbook{Grydin_Mortensen_Neuser_Lindholm_Fjaer_Schaper_2022, place={Cham},
title={Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation
Zone During Twin-Roll Casting of Aluminum Strips}, DOI={10.1007/978-3-030-92529-1_96},
booktitle={Light Metals 2022}, publisher={Springer International Publishing},
author={Grydin, Olexandr and Mortensen, Dag and Neuser, Moritz and Lindholm, Dag
and Fjaer, Hallvard G. and Schaper, Mirko}, year={2022} }'
chicago: 'Grydin, Olexandr, Dag Mortensen, Moritz Neuser, Dag Lindholm, Hallvard
G. Fjaer, and Mirko Schaper. “Numerical and Experimental Investigation of Heat
Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum
Strips.” In Light Metals 2022. Cham: Springer International Publishing,
2022. https://doi.org/10.1007/978-3-030-92529-1_96.'
ieee: 'O. Grydin, D. Mortensen, M. Neuser, D. Lindholm, H. G. Fjaer, and M. Schaper,
“Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation
Zone During Twin-Roll Casting of Aluminum Strips,” in Light Metals 2022,
Cham: Springer International Publishing, 2022.'
mla: Grydin, Olexandr, et al. “Numerical and Experimental Investigation of Heat
Transfer in the Solidification-Deformation Zone During Twin-Roll Casting of Aluminum
Strips.” Light Metals 2022, Springer International Publishing, 2022, doi:10.1007/978-3-030-92529-1_96.
short: 'O. Grydin, D. Mortensen, M. Neuser, D. Lindholm, H.G. Fjaer, M. Schaper,
in: Light Metals 2022, Springer International Publishing, Cham, 2022.'
date_created: 2022-02-07T18:02:27Z
date_updated: 2026-05-12T13:47:55Z
department:
- _id: '158'
- _id: '630'
doi: 10.1007/978-3-030-92529-1_96
language:
- iso: eng
place: Cham
project:
- _id: '130'
name: 'TRR 285: TRR 285'
- _id: '136'
name: 'TRR 285 – A02: TRR 285 - Subproject A02'
- _id: '131'
name: TRR 285 - Project Area A
publication: Light Metals 2022
publication_identifier:
isbn:
- '9783030925284'
- '9783030925291'
issn:
- 2367-1181
- 2367-1696
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
status: public
title: Numerical and Experimental Investigation of Heat Transfer in the Solidification-Deformation
Zone During Twin-Roll Casting of Aluminum Strips
type: book_chapter
user_id: '7850'
year: '2022'
...
---
_id: '51262'
abstract:
- lang: eng
text: The manufacturing domain is exposed to a continuous change of the requirements
towards the IT infrastructure and the flexibility in Industry 4.0. In order to
achieve a highly reliable production system, predictive maintenance and additive
sensing have been implemented and will be complemented by further applications
such as Augmented Reality. As the applications may be required ad-hoc at any time,
the dynamic resource utilization of networking and computational resources needs
to be managed. In the long-term, the planning of the infrastructure affects the
available resources and thus the efficiency and reliability of the short-term
resource management. This paper suggests an architecture that combines short-
and long-term aspects of the resource utilization and previews how the infrastructure
and opportunity costs can be optimized by the joint approach.
author:
- first_name: Arne
full_name: Neumann, Arne
last_name: Neumann
- first_name: Marvin
full_name: Illian, Marvin
id: '44169'
last_name: Illian
orcid: 0009-0007-2992-8346
- first_name: Tobias
full_name: Hardes, Tobias
id: '35441'
last_name: Hardes
- first_name: Lukas
full_name: Martenvormfelde, Lukas
last_name: Martenvormfelde
- first_name: Lukasz
full_name: Wisniewski, Lukasz
last_name: Wisniewski
- first_name: Jürgen
full_name: Jasperneite, Jürgen
last_name: Jasperneite
citation:
ama: 'Neumann A, Illian M, Hardes T, Martenvormfelde L, Wisniewski L, Jasperneite
J. An Architecture Concept for Short- and Long-term Resource Planning in the Industry
4.0 Environment. In: 18th IEEE International Workshop on Factory Communication
Systems (WFCS). IEEE; 2022. doi:10.1109/WFCS53837.2022.9779161'
apa: Neumann, A., Illian, M., Hardes, T., Martenvormfelde, L., Wisniewski, L., &
Jasperneite, J. (2022). An Architecture Concept for Short- and Long-term Resource
Planning in the Industry 4.0 Environment. 18th IEEE International Workshop
on Factory Communication Systems (WFCS). IEEE International Workshop on Factory
Communication Systems, Virtual. https://doi.org/10.1109/WFCS53837.2022.9779161
bibtex: '@inproceedings{Neumann_Illian_Hardes_Martenvormfelde_Wisniewski_Jasperneite_2022,
place={Virtual, Online}, title={An Architecture Concept for Short- and Long-term
Resource Planning in the Industry 4.0 Environment}, DOI={10.1109/WFCS53837.2022.9779161},
booktitle={18th IEEE International Workshop on Factory Communication Systems (WFCS)},
publisher={IEEE}, author={Neumann, Arne and Illian, Marvin and Hardes, Tobias
and Martenvormfelde, Lukas and Wisniewski, Lukasz and Jasperneite, Jürgen}, year={2022}
}'
chicago: 'Neumann, Arne, Marvin Illian, Tobias Hardes, Lukas Martenvormfelde, Lukasz
Wisniewski, and Jürgen Jasperneite. “An Architecture Concept for Short- and Long-Term
Resource Planning in the Industry 4.0 Environment.” In 18th IEEE International
Workshop on Factory Communication Systems (WFCS). Virtual, Online: IEEE, 2022.
https://doi.org/10.1109/WFCS53837.2022.9779161.'
ieee: 'A. Neumann, M. Illian, T. Hardes, L. Martenvormfelde, L. Wisniewski, and
J. Jasperneite, “An Architecture Concept for Short- and Long-term Resource Planning
in the Industry 4.0 Environment,” presented at the IEEE International Workshop
on Factory Communication Systems, Virtual, 2022, doi: 10.1109/WFCS53837.2022.9779161.'
mla: Neumann, Arne, et al. “An Architecture Concept for Short- and Long-Term Resource
Planning in the Industry 4.0 Environment.” 18th IEEE International Workshop
on Factory Communication Systems (WFCS), IEEE, 2022, doi:10.1109/WFCS53837.2022.9779161.
short: 'A. Neumann, M. Illian, T. Hardes, L. Martenvormfelde, L. Wisniewski, J.
Jasperneite, in: 18th IEEE International Workshop on Factory Communication Systems
(WFCS), IEEE, Virtual, Online, 2022.'
conference:
end_date: 2022-04-29
location: Virtual
name: IEEE International Workshop on Factory Communication Systems
start_date: 2022-04-27
date_created: 2024-02-08T07:26:38Z
date_updated: 2026-05-20T08:44:37Z
doi: 10.1109/WFCS53837.2022.9779161
language:
- iso: eng
place: Virtual, Online
publication: 18th IEEE International Workshop on Factory Communication Systems (WFCS)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: An Architecture Concept for Short- and Long-term Resource Planning in the Industry
4.0 Environment
type: conference
user_id: '44169'
year: '2022'
...
---
_id: '41257'
author:
- first_name: Christoph
full_name: Bürgel, Christoph
last_name: Bürgel
citation:
ama: 'Bürgel C. Mündlichkeit in deutschen Französischlehrwerken am Beispiel von
Phrasemen der gesprochenen Sprache. In: Konzett-Firth C, Wojnesitz A, eds. Mündlichkeit
im Französischunterricht: Multiperspektivische Zugänge. Mündlichkeit im Französischunterricht:
Multiperspektivische Zugänge. Narr ; 2022:115-134.'
apa: 'Bürgel, C. (2022). Mündlichkeit in deutschen Französischlehrwerken am Beispiel
von Phrasemen der gesprochenen Sprache. In C. Konzett-Firth & A. Wojnesitz
(Eds.), Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge
(pp. 115–134). Narr .'
bibtex: '@inbook{Bürgel_2022, place={Tübingen}, series={Mündlichkeit im Französischunterricht:
Multiperspektivische Zugänge}, title={Mündlichkeit in deutschen Französischlehrwerken
am Beispiel von Phrasemen der gesprochenen Sprache}, booktitle={Mündlichkeit im
Französischunterricht: Multiperspektivische Zugänge}, publisher={Narr }, author={Bürgel,
Christoph}, editor={Konzett-Firth, Carmen and Wojnesitz, Alexandra}, year={2022},
pages={115–134}, collection={Mündlichkeit im Französischunterricht: Multiperspektivische
Zugänge} }'
chicago: 'Bürgel, Christoph. “Mündlichkeit in deutschen Französischlehrwerken am
Beispiel von Phrasemen der gesprochenen Sprache.” In Mündlichkeit im Französischunterricht:
Multiperspektivische Zugänge, edited by Carmen Konzett-Firth and Alexandra
Wojnesitz, 115–34. Mündlichkeit im Französischunterricht: Multiperspektivische
Zugänge. Tübingen: Narr , 2022.'
ieee: 'C. Bürgel, “Mündlichkeit in deutschen Französischlehrwerken am Beispiel von
Phrasemen der gesprochenen Sprache,” in Mündlichkeit im Französischunterricht:
Multiperspektivische Zugänge, C. Konzett-Firth and A. Wojnesitz, Eds. Tübingen:
Narr , 2022, pp. 115–134.'
mla: 'Bürgel, Christoph. “Mündlichkeit in deutschen Französischlehrwerken am Beispiel
von Phrasemen der gesprochenen Sprache.” Mündlichkeit im Französischunterricht:
Multiperspektivische Zugänge, edited by Carmen Konzett-Firth and Alexandra
Wojnesitz, Narr , 2022, pp. 115–34.'
short: 'C. Bürgel, in: C. Konzett-Firth, A. Wojnesitz (Eds.), Mündlichkeit im Französischunterricht:
Multiperspektivische Zugänge, Narr , Tübingen, 2022, pp. 115–134.'
date_created: 2023-01-31T15:03:47Z
date_updated: 2026-05-27T12:16:25Z
ddc:
- '440'
editor:
- first_name: Carmen
full_name: Konzett-Firth, Carmen
last_name: Konzett-Firth
- first_name: Alexandra
full_name: Wojnesitz, Alexandra
last_name: Wojnesitz
file:
- access_level: closed
content_type: application/pdf
creator: cbuergel
date_created: 2023-03-26T11:11:22Z
date_updated: 2023-03-26T11:11:22Z
file_id: '43100'
file_name: Bürgel Phraseme in Lehrwerken Frz.pdf
file_size: 651654
relation: main_file
success: 1
file_date_updated: 2023-03-26T11:11:22Z
has_accepted_license: '1'
language:
- iso: ger
page: 115-134
place: Tübingen
publication: 'Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge'
publisher: 'Narr '
quality_controlled: '1'
series_title: 'Mündlichkeit im Französischunterricht: Multiperspektivische Zugänge'
status: public
title: Mündlichkeit in deutschen Französischlehrwerken am Beispiel von Phrasemen der
gesprochenen Sprache
type: book_chapter
user_id: '43976'
year: '2022'
...
---
_id: '65710'
alternative_title:
- Aufgaben und ausführliche Lösungen zur Prüfungsvorbereitung
author:
- first_name: Hans-Jürgen
full_name: Stoppel, Hans-Jürgen
id: '101162'
last_name: Stoppel
- first_name: Birgit
full_name: Griese, Birgit
last_name: Griese
citation:
ama: Stoppel H-J, Griese B. Übungsbuch zur Linearen Algebra. 10th ed. Springer
Berlin Heidelberg; 2022. doi:10.1007/978-3-662-63744-9
apa: Stoppel, H.-J., & Griese, B. (2022). Übungsbuch zur Linearen Algebra
(10th ed.). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-63744-9
bibtex: '@book{Stoppel_Griese_2022, place={Berlin, Heidelberg}, edition={10}, title={Übungsbuch
zur Linearen Algebra}, DOI={10.1007/978-3-662-63744-9},
publisher={Springer Berlin Heidelberg}, author={Stoppel, Hans-Jürgen and Griese,
Birgit}, year={2022} }'
chicago: 'Stoppel, Hans-Jürgen, and Birgit Griese. Übungsbuch zur Linearen Algebra.
10th ed. Berlin, Heidelberg: Springer Berlin Heidelberg, 2022. https://doi.org/10.1007/978-3-662-63744-9.'
ieee: 'H.-J. Stoppel and B. Griese, Übungsbuch zur Linearen Algebra, 10th
ed. Berlin, Heidelberg: Springer Berlin Heidelberg, 2022.'
mla: Stoppel, Hans-Jürgen, and Birgit Griese. Übungsbuch zur Linearen Algebra.
10th ed., Springer Berlin Heidelberg, 2022, doi:10.1007/978-3-662-63744-9.
short: H.-J. Stoppel, B. Griese, Übungsbuch zur Linearen Algebra, 10th ed., Springer
Berlin Heidelberg, Berlin, Heidelberg, 2022.
date_created: 2026-05-28T15:00:20Z
date_updated: 2026-05-29T06:20:48Z
doi: 10.1007/978-3-662-63744-9
edition: '10'
language:
- iso: ger
place: Berlin, Heidelberg
publication_identifier:
isbn:
- '9783662637432'
- '9783662637449'
issn:
- 2626-613X
- 2626-6148
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: Übungsbuch zur Linearen Algebra
type: book
user_id: '101162'
year: '2022'
...
---
_id: '65758'
author:
- first_name: Sandra
full_name: Ballweg, Sandra
id: '94512'
last_name: Ballweg
citation:
ama: 'Ballweg S. Einige Überlegungen zu physischen, digitalen und sozialen Räumen
für die Fremd- und Zweitsprachenaneig-nung. In: Wilden E, Alfes L, Cantone K,
Çıkrıkçı S, Daniel R, eds. Standortbestimmungen in Der Fremdsprachenforschung.
Schneider bei wbv; 2022:42-55.'
apa: Ballweg, S. (2022). Einige Überlegungen zu physischen, digitalen und sozialen
Räumen für die Fremd- und Zweitsprachenaneig-nung. In E. Wilden, L. Alfes, K.
Cantone, S. Çıkrıkçı, & R. Daniel (Eds.), Standortbestimmungen in der Fremdsprachenforschung
(pp. 42–55). Schneider bei wbv.
bibtex: '@inbook{Ballweg_2022, place={Bielefeld}, title={Einige Überlegungen zu
physischen, digitalen und sozialen Räumen für die Fremd- und Zweitsprachenaneig-nung},
booktitle={Standortbestimmungen in der Fremdsprachenforschung}, publisher={Schneider
bei wbv}, author={Ballweg, Sandra}, editor={Wilden, Eva and Alfes, Luisa and Cantone,
Katja and Çıkrıkçı, Sevgi and Daniel, Reimann}, year={2022}, pages={42–55} }'
chicago: 'Ballweg, Sandra. “Einige Überlegungen Zu Physischen, Digitalen Und Sozialen
Räumen Für Die Fremd- Und Zweitsprachenaneig-Nung.” In Standortbestimmungen
in Der Fremdsprachenforschung, edited by Eva Wilden, Luisa Alfes, Katja Cantone,
Sevgi Çıkrıkçı, and Reimann Daniel, 42–55. Bielefeld: Schneider bei wbv, 2022.'
ieee: 'S. Ballweg, “Einige Überlegungen zu physischen, digitalen und sozialen Räumen
für die Fremd- und Zweitsprachenaneig-nung,” in Standortbestimmungen in der
Fremdsprachenforschung, E. Wilden, L. Alfes, K. Cantone, S. Çıkrıkçı, and
R. Daniel, Eds. Bielefeld: Schneider bei wbv, 2022, pp. 42–55.'
mla: Ballweg, Sandra. “Einige Überlegungen Zu Physischen, Digitalen Und Sozialen
Räumen Für Die Fremd- Und Zweitsprachenaneig-Nung.” Standortbestimmungen in
Der Fremdsprachenforschung, edited by Eva Wilden et al., Schneider bei wbv,
2022, pp. 42–55.
short: 'S. Ballweg, in: E. Wilden, L. Alfes, K. Cantone, S. Çıkrıkçı, R. Daniel
(Eds.), Standortbestimmungen in Der Fremdsprachenforschung, Schneider bei wbv,
Bielefeld, 2022, pp. 42–55.'
date_created: 2026-06-03T06:57:53Z
date_updated: 2026-06-03T07:01:20Z
department:
- _id: '468'
- _id: '5'
editor:
- first_name: Eva
full_name: Wilden, Eva
last_name: Wilden
- first_name: Luisa
full_name: Alfes, Luisa
last_name: Alfes
- first_name: Katja
full_name: Cantone, Katja
last_name: Cantone
- first_name: Sevgi
full_name: Çıkrıkçı, Sevgi
last_name: Çıkrıkçı
- first_name: Reimann
full_name: Daniel, Reimann
last_name: Daniel
language:
- iso: eng
page: 42-55
place: Bielefeld
publication: Standortbestimmungen in der Fremdsprachenforschung
publisher: Schneider bei wbv
status: public
title: Einige Überlegungen zu physischen, digitalen und sozialen Räumen für die Fremd-
und Zweitsprachenaneig-nung
type: book_chapter
user_id: '94512'
year: '2022'
...
---
_id: '65833'
author:
- first_name: Eva
full_name: Eberhartinger, Eva
last_name: Eberhartinger
- first_name: Reyhaneh
full_name: Safei, Reyhaneh
last_name: Safei
- first_name: Caren
full_name: Sureth-Sloane, Caren
id: '530'
last_name: Sureth-Sloane
orcid: ' 0000-0002-8183-5901'
- first_name: Yuchen
full_name: Wu, Yuchen
last_name: Wu
citation:
ama: Eberhartinger E, Safei R, Sureth-Sloane C, Wu Y. Is Risk Profiling in Tax
Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance.; 2022.
apa: Eberhartinger, E., Safei, R., Sureth-Sloane, C., & Wu, Y. (2022). Is
Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate
Tax Avoidance.
bibtex: '@book{Eberhartinger_Safei_Sureth-Sloane_Wu_2022, series={arqus Discussion
Paper No. 267}, title={Is Risk Profiling in Tax Audit Case Selection Rewarded?
An Analysis of Corporate Tax Avoidance}, author={Eberhartinger, Eva and Safei,
Reyhaneh and Sureth-Sloane, Caren and Wu, Yuchen}, year={2022}, collection={arqus
Discussion Paper No. 267} }'
chicago: Eberhartinger, Eva, Reyhaneh Safei, Caren Sureth-Sloane, and Yuchen Wu.
Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate
Tax Avoidance. Arqus Discussion Paper No. 267, 2022.
ieee: E. Eberhartinger, R. Safei, C. Sureth-Sloane, and Y. Wu, Is Risk Profiling
in Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance.
2022.
mla: Eberhartinger, Eva, et al. Is Risk Profiling in Tax Audit Case Selection
Rewarded? An Analysis of Corporate Tax Avoidance. 2022.
short: E. Eberhartinger, R. Safei, C. Sureth-Sloane, Y. Wu, Is Risk Profiling in
Tax Audit Case Selection Rewarded? An Analysis of Corporate Tax Avoidance, 2022.
date_created: 2026-06-11T08:57:56Z
date_updated: 2026-06-11T08:58:04Z
department:
- _id: '187'
language:
- iso: eng
series_title: arqus Discussion Paper No. 267
status: public
title: Is Risk Profiling in Tax Audit Case Selection Rewarded? An Analysis of Corporate
Tax Avoidance
type: working_paper
user_id: '96670'
year: '2022'
...
---
_id: '37088'
abstract:
- lang: eng
text: We examine variation in mandatory CSR reporting practices based on a large
sample of non-publicly listed savings banks in Germany. They do not have typical
shareholders but rather are established by municipal trustees and can serve clients
only in their distinct operating area. This setting permits us to identify demand
for CSR information by their main stakeholder groups – municipal trustees and
private and corporate clients. In this way, our analysis focuses on the double-materiality
approach to CSR reporting. We find that demand for CSR information by supervisory
board chairperson belonging to a left-wing or green party and the presence of
more supervisory board members belonging to a left-wing or green party are associated
with longer CSR reports and more disclosure on environmental, social, employee
and human rights matters. In addition, competition for private clients and the
sustainability orientation of corporate clients are associated with longer reports
and more disclosure on environmental, employee and human rights matters. These
findings suggest that savings banks’ CSR reports cater to their principal stakeholders’
demand for CSR information.
author:
- first_name: Maryna
full_name: Gulenko, Maryna
id: '64226'
last_name: Gulenko
- first_name: Saskia
full_name: Kohlhase, Saskia
last_name: Kohlhase
- first_name: Urska
full_name: Kosi, Urska
id: '54068'
last_name: Kosi
orcid: 0009-0009-2545-5929
citation:
ama: 'Gulenko M, Kohlhase S, Kosi U. CSR Reporting under the Non-Financial Reporting
Directive: Evidence from Non-Publicly Listed Firms.; 2022. doi:10.2139/ssrn.4040946'
apa: 'Gulenko, M., Kohlhase, S., & Kosi, U. (2022). CSR Reporting under the
Non-Financial Reporting Directive: Evidence from Non-publicly Listed Firms.
https://doi.org/10.2139/ssrn.4040946'
bibtex: '@book{Gulenko_Kohlhase_Kosi_2022, title={CSR Reporting under the Non-Financial
Reporting Directive: Evidence from Non-publicly Listed Firms}, DOI={10.2139/ssrn.4040946},
author={Gulenko, Maryna and Kohlhase, Saskia and Kosi, Urska}, year={2022} }'
chicago: 'Gulenko, Maryna, Saskia Kohlhase, and Urska Kosi. CSR Reporting under
the Non-Financial Reporting Directive: Evidence from Non-Publicly Listed Firms,
2022. https://doi.org/10.2139/ssrn.4040946.'
ieee: 'M. Gulenko, S. Kohlhase, and U. Kosi, CSR Reporting under the Non-Financial
Reporting Directive: Evidence from Non-publicly Listed Firms. 2022.'
mla: 'Gulenko, Maryna, et al. CSR Reporting under the Non-Financial Reporting
Directive: Evidence from Non-Publicly Listed Firms. 2022, doi:10.2139/ssrn.4040946.'
short: 'M. Gulenko, S. Kohlhase, U. Kosi, CSR Reporting under the Non-Financial
Reporting Directive: Evidence from Non-Publicly Listed Firms, 2022.'
date_created: 2023-01-17T12:40:09Z
date_updated: 2026-06-15T09:42:09Z
department:
- _id: '635'
- _id: '186'
- _id: '551'
doi: 10.2139/ssrn.4040946
keyword:
- Corporate social responsibility
- Mandatory reporting
- Non-publicly listed banks
- Double materiality
- Stakeholder groups
- Political influence
language:
- iso: eng
main_file_link:
- url: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4040946
status: public
title: 'CSR Reporting under the Non-Financial Reporting Directive: Evidence from Non-publicly
Listed Firms'
type: working_paper
user_id: '54068'
year: '2022'
...
---
_id: '65890'
author:
- first_name: Raja
full_name: Herold-Blasius, Raja
id: '126182'
last_name: Herold-Blasius
- first_name: Benjamin
full_name: Rott, Benjamin
last_name: Rott
citation:
ama: 'Herold-Blasius R, Rott B. Low-achieving secondary students learn mathematical
problem solving. A longitudinal, qualitative video study. In: Twelfth Congress
of the European Society for Research in Mathematics Education (CERME12). ;
2022:452-459.'
apa: Herold-Blasius, R., & Rott, B. (2022). Low-achieving secondary students
learn mathematical problem solving. A longitudinal, qualitative video study. Twelfth
Congress of the European Society for Research in Mathematics Education (CERME12),
452–459.
bibtex: '@inproceedings{Herold-Blasius_Rott_2022, title={Low-achieving secondary
students learn mathematical problem solving. A longitudinal, qualitative video
study}, booktitle={Twelfth Congress of the European Society for Research in Mathematics
Education (CERME12)}, author={Herold-Blasius, Raja and Rott, Benjamin}, year={2022},
pages={452–459} }'
chicago: Herold-Blasius, Raja, and Benjamin Rott. “Low-Achieving Secondary Students
Learn Mathematical Problem Solving. A Longitudinal, Qualitative Video Study.”
In Twelfth Congress of the European Society for Research in Mathematics Education
(CERME12), 452–59, 2022.
ieee: R. Herold-Blasius and B. Rott, “Low-achieving secondary students learn mathematical
problem solving. A longitudinal, qualitative video study,” in Twelfth Congress
of the European Society for Research in Mathematics Education (CERME12), Bozen-Bolzano,
2022, pp. 452–459.
mla: Herold-Blasius, Raja, and Benjamin Rott. “Low-Achieving Secondary Students
Learn Mathematical Problem Solving. A Longitudinal, Qualitative Video Study.”
Twelfth Congress of the European Society for Research in Mathematics Education
(CERME12), 2022, pp. 452–59.
short: 'R. Herold-Blasius, B. Rott, in: Twelfth Congress of the European Society
for Research in Mathematics Education (CERME12), 2022, pp. 452–459.'
conference:
location: Bozen-Bolzano
name: Twelfth Congress of the European Society for Research in Mathematics Education
(CERME12)
date_created: 2026-06-15T10:11:31Z
date_updated: 2026-06-24T06:38:24Z
ddc:
- '510'
file:
- access_level: open_access
content_type: application/pdf
creator: rheroldb
date_created: 2026-06-15T10:11:28Z
date_updated: 2026-06-15T10:11:28Z
file_id: '65891'
file_name: 2022_TWG25_10_Herold-Blasius.pdf
file_size: 366608
relation: main_file
file_date_updated: 2026-06-15T10:11:28Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 452-459
publication: Twelfth Congress of the European Society for Research in Mathematics
Education (CERME12)
quality_controlled: '1'
status: public
title: Low-achieving secondary students learn mathematical problem solving. A longitudinal,
qualitative video study
type: conference
user_id: '126182'
year: '2022'
...
---
_id: '66265'
author:
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Mario
full_name: Günzel, Mario
last_name: Günzel
- first_name: Boguslaw
full_name: Jablkowski, Boguslaw
last_name: Jablkowski
- first_name: Markus
full_name: Buschhoff, Markus
last_name: Buschhoff
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
citation:
ama: 'Chen K-H, Günzel M, Jablkowski B, Buschhoff M, Chen J-J. Unikernel-Based Real-Time
Virtualization Under Deferrable Servers: Analysis and Realization. In: Maggio
M, ed. 34th Euromicro Conference on Real-Time Systems (ECRTS 2022). Vol
231. Leibniz International Proceedings in Informatics (LIPIcs). Schloss Dagstuhl
– Leibniz-Zentrum für Informatik; 2022:6:1–6:22. doi:10.4230/LIPIcs.ECRTS.2022.6'
apa: 'Chen, K.-H., Günzel, M., Jablkowski, B., Buschhoff, M., & Chen, J.-J.
(2022). Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis
and Realization. In M. Maggio (Ed.), 34th Euromicro Conference on Real-Time
Systems (ECRTS 2022) (Vol. 231, p. 6:1–6:22). Schloss Dagstuhl – Leibniz-Zentrum
für Informatik. https://doi.org/10.4230/LIPIcs.ECRTS.2022.6'
bibtex: '@inproceedings{Chen_Günzel_Jablkowski_Buschhoff_Chen_2022, place={Dagstuhl,
Germany}, series={Leibniz International Proceedings in Informatics (LIPIcs)},
title={Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis
and Realization}, volume={231}, DOI={10.4230/LIPIcs.ECRTS.2022.6},
booktitle={34th Euromicro Conference on Real-Time Systems (ECRTS 2022)}, publisher={Schloss
Dagstuhl – Leibniz-Zentrum für Informatik}, author={Chen, Kuan-Hsun and Günzel,
Mario and Jablkowski, Boguslaw and Buschhoff, Markus and Chen, Jian-Jia}, editor={Maggio,
Martina}, year={2022}, pages={6:1–6:22}, collection={Leibniz International Proceedings
in Informatics (LIPIcs)} }'
chicago: 'Chen, Kuan-Hsun, Mario Günzel, Boguslaw Jablkowski, Markus Buschhoff,
and Jian-Jia Chen. “Unikernel-Based Real-Time Virtualization Under Deferrable
Servers: Analysis and Realization.” In 34th Euromicro Conference on Real-Time
Systems (ECRTS 2022), edited by Martina Maggio, 231:6:1–6:22. Leibniz International
Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum
für Informatik, 2022. https://doi.org/10.4230/LIPIcs.ECRTS.2022.6.'
ieee: 'K.-H. Chen, M. Günzel, B. Jablkowski, M. Buschhoff, and J.-J. Chen, “Unikernel-Based
Real-Time Virtualization Under Deferrable Servers: Analysis and Realization,”
in 34th Euromicro Conference on Real-Time Systems (ECRTS 2022), 2022, vol.
231, p. 6:1–6:22, doi: 10.4230/LIPIcs.ECRTS.2022.6.'
mla: 'Chen, Kuan-Hsun, et al. “Unikernel-Based Real-Time Virtualization Under Deferrable
Servers: Analysis and Realization.” 34th Euromicro Conference on Real-Time
Systems (ECRTS 2022), edited by Martina Maggio, vol. 231, Schloss Dagstuhl
– Leibniz-Zentrum für Informatik, 2022, p. 6:1–6:22, doi:10.4230/LIPIcs.ECRTS.2022.6.'
short: 'K.-H. Chen, M. Günzel, B. Jablkowski, M. Buschhoff, J.-J. Chen, in: M. Maggio
(Ed.), 34th Euromicro Conference on Real-Time Systems (ECRTS 2022), Schloss Dagstuhl
– Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2022, p. 6:1–6:22.'
date_created: 2026-07-05T14:40:21Z
date_updated: 2026-07-05T14:42:53Z
doi: 10.4230/LIPIcs.ECRTS.2022.6
editor:
- first_name: Martina
full_name: Maggio, Martina
last_name: Maggio
intvolume: ' 231'
page: 6:1–6:22
place: Dagstuhl, Germany
publication: 34th Euromicro Conference on Real-Time Systems (ECRTS 2022)
publication_identifier:
isbn:
- 978-3-95977-239-6
issn:
- 1868-8969
publisher: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: 'Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis
and Realization'
type: conference
user_id: '128464'
volume: 231
year: '2022'
...
---
_id: '66262'
author:
- first_name: Sebastian
full_name: Hahn, Sebastian
last_name: Hahn
- first_name: Michael
full_name: Jacobs, Michael
last_name: Jacobs
- first_name: Nils
full_name: Hölscher, Nils
last_name: Hölscher
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
- first_name: Jan
full_name: Reineke, Jan
last_name: Reineke
citation:
ama: 'Hahn S, Jacobs M, Hölscher N, Chen K-H, Chen J-J, Reineke J. LLVMTA: An LLVM-Based
WCET Analysis Tool. In: Ballabriga C, ed. 20th International Workshop on Worst-Case
Execution Time Analysis (WCET 2022). Vol 103. Open Access Series in Informatics
(OASIcs). Schloss Dagstuhl – Leibniz-Zentrum für Informatik; 2022:2:1–2:17. doi:10.4230/OASIcs.WCET.2022.2'
apa: 'Hahn, S., Jacobs, M., Hölscher, N., Chen, K.-H., Chen, J.-J., & Reineke,
J. (2022). LLVMTA: An LLVM-Based WCET Analysis Tool. In C. Ballabriga (Ed.), 20th
International Workshop on Worst-Case Execution Time Analysis (WCET 2022) (Vol.
103, p. 2:1–2:17). Schloss Dagstuhl – Leibniz-Zentrum für Informatik. https://doi.org/10.4230/OASIcs.WCET.2022.2'
bibtex: '@inproceedings{Hahn_Jacobs_Hölscher_Chen_Chen_Reineke_2022, place={Dagstuhl,
Germany}, series={Open Access Series in Informatics (OASIcs)}, title={LLVMTA:
An LLVM-Based WCET Analysis Tool}, volume={103}, DOI={10.4230/OASIcs.WCET.2022.2},
booktitle={20th International Workshop on Worst-Case Execution Time Analysis (WCET
2022)}, publisher={Schloss Dagstuhl – Leibniz-Zentrum für Informatik}, author={Hahn,
Sebastian and Jacobs, Michael and Hölscher, Nils and Chen, Kuan-Hsun and Chen,
Jian-Jia and Reineke, Jan}, editor={Ballabriga, Clément}, year={2022}, pages={2:1–2:17},
collection={Open Access Series in Informatics (OASIcs)} }'
chicago: 'Hahn, Sebastian, Michael Jacobs, Nils Hölscher, Kuan-Hsun Chen, Jian-Jia
Chen, and Jan Reineke. “LLVMTA: An LLVM-Based WCET Analysis Tool.” In 20th
International Workshop on Worst-Case Execution Time Analysis (WCET 2022),
edited by Clément Ballabriga, 103:2:1–2:17. Open Access Series in Informatics
(OASIcs). Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum für Informatik,
2022. https://doi.org/10.4230/OASIcs.WCET.2022.2.'
ieee: 'S. Hahn, M. Jacobs, N. Hölscher, K.-H. Chen, J.-J. Chen, and J. Reineke,
“LLVMTA: An LLVM-Based WCET Analysis Tool,” in 20th International Workshop
on Worst-Case Execution Time Analysis (WCET 2022), 2022, vol. 103, p. 2:1–2:17,
doi: 10.4230/OASIcs.WCET.2022.2.'
mla: 'Hahn, Sebastian, et al. “LLVMTA: An LLVM-Based WCET Analysis Tool.” 20th
International Workshop on Worst-Case Execution Time Analysis (WCET 2022),
edited by Clément Ballabriga, vol. 103, Schloss Dagstuhl – Leibniz-Zentrum für
Informatik, 2022, p. 2:1–2:17, doi:10.4230/OASIcs.WCET.2022.2.'
short: 'S. Hahn, M. Jacobs, N. Hölscher, K.-H. Chen, J.-J. Chen, J. Reineke, in:
C. Ballabriga (Ed.), 20th International Workshop on Worst-Case Execution Time
Analysis (WCET 2022), Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl,
Germany, 2022, p. 2:1–2:17.'
date_created: 2026-07-05T14:39:51Z
date_updated: 2026-07-05T14:43:03Z
doi: 10.4230/OASIcs.WCET.2022.2
editor:
- first_name: Clément
full_name: Ballabriga, Clément
last_name: Ballabriga
intvolume: ' 103'
page: 2:1–2:17
place: Dagstuhl, Germany
publication: 20th International Workshop on Worst-Case Execution Time Analysis (WCET
2022)
publication_identifier:
isbn:
- 978-3-95977-244-0
issn:
- 2190-6807
publisher: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
series_title: Open Access Series in Informatics (OASIcs)
status: public
title: 'LLVMTA: An LLVM-Based WCET Analysis Tool'
type: conference
user_id: '128464'
volume: 103
year: '2022'
...
---
_id: '66224'
author:
- first_name: Raphael
full_name: Freymann, Raphael
last_name: Freymann
- first_name: Junjie
full_name: Shi, Junjie
last_name: Shi
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
citation:
ama: 'Freymann R, Shi J, Chen J-J, Chen K-H. Renovation of EdgeCloudSim: An Efficient
Discrete-Event Approach. In: 2021 Sixth International Conference on Fog and
Mobile Edge Computing (FMEC). IEEE; 2022. doi:10.1109/fmec54266.2021.9732572'
apa: 'Freymann, R., Shi, J., Chen, J.-J., & Chen, K.-H. (2022). Renovation of
EdgeCloudSim: An Efficient Discrete-Event Approach. 2021 Sixth International
Conference on Fog and Mobile Edge Computing (FMEC). https://doi.org/10.1109/fmec54266.2021.9732572'
bibtex: '@inproceedings{Freymann_Shi_Chen_Chen_2022, title={Renovation of EdgeCloudSim:
An Efficient Discrete-Event Approach}, DOI={10.1109/fmec54266.2021.9732572},
booktitle={2021 Sixth International Conference on Fog and Mobile Edge Computing
(FMEC)}, publisher={IEEE}, author={Freymann, Raphael and Shi, Junjie and Chen,
Jian-Jia and Chen, Kuan-Hsun}, year={2022} }'
chicago: 'Freymann, Raphael, Junjie Shi, Jian-Jia Chen, and Kuan-Hsun Chen. “Renovation
of EdgeCloudSim: An Efficient Discrete-Event Approach.” In 2021 Sixth International
Conference on Fog and Mobile Edge Computing (FMEC). IEEE, 2022. https://doi.org/10.1109/fmec54266.2021.9732572.'
ieee: 'R. Freymann, J. Shi, J.-J. Chen, and K.-H. Chen, “Renovation of EdgeCloudSim:
An Efficient Discrete-Event Approach,” 2022, doi: 10.1109/fmec54266.2021.9732572.'
mla: 'Freymann, Raphael, et al. “Renovation of EdgeCloudSim: An Efficient Discrete-Event
Approach.” 2021 Sixth International Conference on Fog and Mobile Edge Computing
(FMEC), IEEE, 2022, doi:10.1109/fmec54266.2021.9732572.'
short: 'R. Freymann, J. Shi, J.-J. Chen, K.-H. Chen, in: 2021 Sixth International
Conference on Fog and Mobile Edge Computing (FMEC), IEEE, 2022.'
date_created: 2026-07-03T21:21:50Z
date_updated: 2026-07-05T14:44:25Z
doi: 10.1109/fmec54266.2021.9732572
publication: 2021 Sixth International Conference on Fog and Mobile Edge Computing
(FMEC)
publication_status: published
publisher: IEEE
status: public
title: 'Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach'
type: conference
user_id: '128464'
year: '2022'
...
---
_id: '66203'
abstract:
- lang: eng
text: For timing-sensitive edge applications, the demand for efficient lightweight
machine learning solutions has increased recently. Tree ensembles are among the
state-of-the-art in many machine learning applications. While single decision
trees are comparably small, an ensemble of trees can have a significant memory
footprint leading to cache locality issues, which are crucial to performance in
terms of execution time. In this work, we analyze memory-locality issues of the
two most common realizations of decision trees, i.e., native and if-else trees.
We highlight that both realizations demand a more careful memory layout to improve
caching behavior and maximize performance. We adopt a probabilistic model of decision
tree inference to find the best memory layout for each tree at the application
layer. Further, we present an efficient heuristic to take architecture-dependent
information into account thereby optimizing the given ensemble for a target computer
architecture. Our code-generation framework, which is freely available on an open-source
repository, produces optimized code sessions while preserving the structure and
accuracy of the trees. With several real-world data sets, we evaluate the elapsed
time of various tree realizations on server hardware as well as embedded systems
for Intel and ARM processors. Our optimized memory layout achieves a reduction
in execution time up to 75 % execution for server-class systems, and up to 70
% for embedded systems, respectively.
author:
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Chiahui
full_name: Su, Chiahui
last_name: Su
- first_name: Christian
full_name: Hakert, Christian
last_name: Hakert
- first_name: Sebastian
full_name: Buschjäger, Sebastian
last_name: Buschjäger
- first_name: Chao-Lin
full_name: Lee, Chao-Lin
last_name: Lee
- first_name: Jenq-Kuen
full_name: Lee, Jenq-Kuen
last_name: Lee
- first_name: Katharina
full_name: Morik, Katharina
last_name: Morik
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
citation:
ama: Chen K-H, Su C, Hakert C, et al. Efficient Realization of Decision Trees for
Real-Time Inference. ACM Transactions on Embedded Computing Systems. 2022;21(6):1-26.
doi:10.1145/3508019
apa: Chen, K.-H., Su, C., Hakert, C., Buschjäger, S., Lee, C.-L., Lee, J.-K., Morik,
K., & Chen, J.-J. (2022). Efficient Realization of Decision Trees for Real-Time
Inference. ACM Transactions on Embedded Computing Systems, 21(6),
1–26. https://doi.org/10.1145/3508019
bibtex: '@article{Chen_Su_Hakert_Buschjäger_Lee_Lee_Morik_Chen_2022, title={Efficient
Realization of Decision Trees for Real-Time Inference}, volume={21}, DOI={10.1145/3508019},
number={6}, journal={ACM Transactions on Embedded Computing Systems}, publisher={Association
for Computing Machinery (ACM)}, author={Chen, Kuan-Hsun and Su, Chiahui and Hakert,
Christian and Buschjäger, Sebastian and Lee, Chao-Lin and Lee, Jenq-Kuen and Morik,
Katharina and Chen, Jian-Jia}, year={2022}, pages={1–26} }'
chicago: 'Chen, Kuan-Hsun, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin
Lee, Jenq-Kuen Lee, Katharina Morik, and Jian-Jia Chen. “Efficient Realization
of Decision Trees for Real-Time Inference.” ACM Transactions on Embedded Computing
Systems 21, no. 6 (2022): 1–26. https://doi.org/10.1145/3508019.'
ieee: 'K.-H. Chen et al., “Efficient Realization of Decision Trees for Real-Time
Inference,” ACM Transactions on Embedded Computing Systems, vol. 21, no.
6, pp. 1–26, 2022, doi: 10.1145/3508019.'
mla: Chen, Kuan-Hsun, et al. “Efficient Realization of Decision Trees for Real-Time
Inference.” ACM Transactions on Embedded Computing Systems, vol. 21, no.
6, Association for Computing Machinery (ACM), 2022, pp. 1–26, doi:10.1145/3508019.
short: K.-H. Chen, C. Su, C. Hakert, S. Buschjäger, C.-L. Lee, J.-K. Lee, K. Morik,
J.-J. Chen, ACM Transactions on Embedded Computing Systems 21 (2022) 1–26.
date_created: 2026-07-03T21:17:45Z
date_updated: 2026-07-05T14:45:39Z
doi: 10.1145/3508019
intvolume: ' 21'
issue: '6'
language:
- iso: eng
page: 1-26
publication: ACM Transactions on Embedded Computing Systems
publication_identifier:
issn:
- 1539-9087
- 1558-3465
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: Efficient Realization of Decision Trees for Real-Time Inference
type: journal_article
user_id: '128464'
volume: 21
year: '2022'
...
---
_id: '66209'
abstract:
- lang: eng
text: For timing-sensitive edge applications, the demand for efficient lightweight
machine learning solutions has increased recently. Tree ensembles are among the
state-of-the-art in many machine learning applications. While single decision
trees are comparably small, an ensemble of trees can have a significant memory
footprint leading to cache locality issues, which are crucial to performance in
terms of execution time. In this work, we analyze memory-locality issues of the
two most common realizations of decision trees, i.e., native and if-else trees.
We highlight that both realizations demand a more careful memory layout to improve
caching behavior and maximize performance. We adopt a probabilistic model of decision
tree inference to find the best memory layout for each tree at the application
layer. Further, we present an efficient heuristic to take architecture-dependent
information into account thereby optimizing the given ensemble for a target computer
architecture. Our code-generation framework, which is freely available on an open-source
repository, produces optimized code sessions while preserving the structure and
accuracy of the trees. With several real-world data sets, we evaluate the elapsed
time of various tree realizations on server hardware as well as embedded systems
for Intel and ARM processors. Our optimized memory layout achieves a reduction
in execution time up to 75 % execution for server-class systems, and up to 70
% for embedded systems, respectively.
author:
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Chiahui
full_name: Su, Chiahui
last_name: Su
- first_name: Christian
full_name: Hakert, Christian
last_name: Hakert
- first_name: Sebastian
full_name: Buschjäger, Sebastian
last_name: Buschjäger
- first_name: Chao-Lin
full_name: Lee, Chao-Lin
last_name: Lee
- first_name: Jenq-Kuen
full_name: Lee, Jenq-Kuen
last_name: Lee
- first_name: Katharina
full_name: Morik, Katharina
last_name: Morik
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
citation:
ama: Chen K-H, Su C, Hakert C, et al. Efficient Realization of Decision Trees for
Real-Time Inference. ACM Transactions on Embedded Computing Systems. 2022;21(6):1-26.
doi:10.1145/3508019
apa: Chen, K.-H., Su, C., Hakert, C., Buschjäger, S., Lee, C.-L., Lee, J.-K., Morik,
K., & Chen, J.-J. (2022). Efficient Realization of Decision Trees for Real-Time
Inference. ACM Transactions on Embedded Computing Systems, 21(6),
1–26. https://doi.org/10.1145/3508019
bibtex: '@article{Chen_Su_Hakert_Buschjäger_Lee_Lee_Morik_Chen_2022, title={Efficient
Realization of Decision Trees for Real-Time Inference}, volume={21}, DOI={10.1145/3508019},
number={6}, journal={ACM Transactions on Embedded Computing Systems}, publisher={Association
for Computing Machinery (ACM)}, author={Chen, Kuan-Hsun and Su, Chiahui and Hakert,
Christian and Buschjäger, Sebastian and Lee, Chao-Lin and Lee, Jenq-Kuen and Morik,
Katharina and Chen, Jian-Jia}, year={2022}, pages={1–26} }'
chicago: 'Chen, Kuan-Hsun, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin
Lee, Jenq-Kuen Lee, Katharina Morik, and Jian-Jia Chen. “Efficient Realization
of Decision Trees for Real-Time Inference.” ACM Transactions on Embedded Computing
Systems 21, no. 6 (2022): 1–26. https://doi.org/10.1145/3508019.'
ieee: 'K.-H. Chen et al., “Efficient Realization of Decision Trees for Real-Time
Inference,” ACM Transactions on Embedded Computing Systems, vol. 21, no.
6, pp. 1–26, 2022, doi: 10.1145/3508019.'
mla: Chen, Kuan-Hsun, et al. “Efficient Realization of Decision Trees for Real-Time
Inference.” ACM Transactions on Embedded Computing Systems, vol. 21, no.
6, Association for Computing Machinery (ACM), 2022, pp. 1–26, doi:10.1145/3508019.
short: K.-H. Chen, C. Su, C. Hakert, S. Buschjäger, C.-L. Lee, J.-K. Lee, K. Morik,
J.-J. Chen, ACM Transactions on Embedded Computing Systems 21 (2022) 1–26.
date_created: 2026-07-03T21:18:32Z
date_updated: 2026-07-05T14:45:55Z
doi: 10.1145/3508019
intvolume: ' 21'
issue: '6'
language:
- iso: eng
page: 1-26
publication: ACM Transactions on Embedded Computing Systems
publication_identifier:
issn:
- 1539-9087
- 1558-3465
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: Efficient Realization of Decision Trees for Real-Time Inference
type: journal_article
user_id: '128464'
volume: 21
year: '2022'
...
---
_id: '66202'
abstract:
- lang: eng
text: |-
In-memory wear-leveling has become an important research field for emerging non-volatile main memories over the past years. Many approaches in the literature perform wear-leveling by making use of special hardware. Since most non-volatile memories only wear out from write accesses, the proposed approaches in the literature also usually try to spread write accesses widely over the entire memory space. Some non-volatile memories, however, also wear out from read accesses, because every read causes a consecutive write access. Software-based solutions only operate from the application or kernel level, where read and write accesses are realized with different instructions and semantics. Therefore different mechanisms are required to handle reads and writes on the software level. First, we design a method to approximate read and write accesses to the memory to allow aging aware coarse-grained wear-leveling in the absence of special hardware, providing the age information. Second, we provide specific solutions to resolve
access hot-spots
within the compiled program code (text segment) and on the application stack. In our evaluation, we estimate the cell age by counting the total amount of accesses per cell. The results show that employing all our methods improves the memory lifetime by up to a factor of 955×.
author:
- first_name: Christian
full_name: Hakert, Christian
last_name: Hakert
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Horst
full_name: Schirmeier, Horst
last_name: Schirmeier
- first_name: Lars
full_name: Bauer, Lars
last_name: Bauer
- first_name: Paul R.
full_name: Genssler, Paul R.
last_name: Genssler
- first_name: Georg
full_name: von der Brüggen, Georg
last_name: von der Brüggen
- first_name: Hussam
full_name: Amrouch, Hussam
last_name: Amrouch
- first_name: Jörg
full_name: Henkel, Jörg
last_name: Henkel
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
citation:
ama: Hakert C, Chen K-H, Schirmeier H, et al. Software-Managed Read and Write Wear-Leveling
for Non-Volatile Main Memory. ACM Transactions on Embedded Computing Systems.
2022;21(1):1-24. doi:10.1145/3483839
apa: Hakert, C., Chen, K.-H., Schirmeier, H., Bauer, L., Genssler, P. R., von der
Brüggen, G., Amrouch, H., Henkel, J., & Chen, J.-J. (2022). Software-Managed
Read and Write Wear-Leveling for Non-Volatile Main Memory. ACM Transactions
on Embedded Computing Systems, 21(1), 1–24. https://doi.org/10.1145/3483839
bibtex: '@article{Hakert_Chen_Schirmeier_Bauer_Genssler_von der Brüggen_Amrouch_Henkel_Chen_2022,
title={Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory},
volume={21}, DOI={10.1145/3483839},
number={1}, journal={ACM Transactions on Embedded Computing Systems}, publisher={Association
for Computing Machinery (ACM)}, author={Hakert, Christian and Chen, Kuan-Hsun
and Schirmeier, Horst and Bauer, Lars and Genssler, Paul R. and von der Brüggen,
Georg and Amrouch, Hussam and Henkel, Jörg and Chen, Jian-Jia}, year={2022}, pages={1–24}
}'
chicago: 'Hakert, Christian, Kuan-Hsun Chen, Horst Schirmeier, Lars Bauer, Paul
R. Genssler, Georg von der Brüggen, Hussam Amrouch, Jörg Henkel, and Jian-Jia
Chen. “Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory.”
ACM Transactions on Embedded Computing Systems 21, no. 1 (2022): 1–24.
https://doi.org/10.1145/3483839.'
ieee: 'C. Hakert et al., “Software-Managed Read and Write Wear-Leveling for
Non-Volatile Main Memory,” ACM Transactions on Embedded Computing Systems,
vol. 21, no. 1, pp. 1–24, 2022, doi: 10.1145/3483839.'
mla: Hakert, Christian, et al. “Software-Managed Read and Write Wear-Leveling for
Non-Volatile Main Memory.” ACM Transactions on Embedded Computing Systems,
vol. 21, no. 1, Association for Computing Machinery (ACM), 2022, pp. 1–24, doi:10.1145/3483839.
short: C. Hakert, K.-H. Chen, H. Schirmeier, L. Bauer, P.R. Genssler, G. von der
Brüggen, H. Amrouch, J. Henkel, J.-J. Chen, ACM Transactions on Embedded Computing
Systems 21 (2022) 1–24.
date_created: 2026-07-03T21:17:30Z
date_updated: 2026-07-05T14:45:36Z
doi: 10.1145/3483839
intvolume: ' 21'
issue: '1'
language:
- iso: eng
page: 1-24
publication: ACM Transactions on Embedded Computing Systems
publication_identifier:
issn:
- 1539-9087
- 1558-3465
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory
type: journal_article
user_id: '128464'
volume: 21
year: '2022'
...
---
_id: '66210'
author:
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Mario
full_name: Gunzel, Mario
last_name: Gunzel
- first_name: Georg
full_name: von der Bruggen, Georg
last_name: von der Bruggen
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
citation:
ama: 'Chen K-H, Gunzel M, von der Bruggen G, Chen J-J. Critical Instant for Probabilistic
Timing Guarantees: Refuted and Revisited. In: 2022 IEEE Real-Time Systems Symposium
(RTSS). IEEE; 2022. doi:10.1109/rtss55097.2022.00022'
apa: 'Chen, K.-H., Gunzel, M., von der Bruggen, G., & Chen, J.-J. (2022). Critical
Instant for Probabilistic Timing Guarantees: Refuted and Revisited. 2022 IEEE
Real-Time Systems Symposium (RTSS). https://doi.org/10.1109/rtss55097.2022.00022'
bibtex: '@inproceedings{Chen_Gunzel_von der Bruggen_Chen_2022, title={Critical Instant
for Probabilistic Timing Guarantees: Refuted and Revisited}, DOI={10.1109/rtss55097.2022.00022},
booktitle={2022 IEEE Real-Time Systems Symposium (RTSS)}, publisher={IEEE}, author={Chen,
Kuan-Hsun and Gunzel, Mario and von der Bruggen, Georg and Chen, Jian-Jia}, year={2022}
}'
chicago: 'Chen, Kuan-Hsun, Mario Gunzel, Georg von der Bruggen, and Jian-Jia Chen.
“Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited.”
In 2022 IEEE Real-Time Systems Symposium (RTSS). IEEE, 2022. https://doi.org/10.1109/rtss55097.2022.00022.'
ieee: 'K.-H. Chen, M. Gunzel, G. von der Bruggen, and J.-J. Chen, “Critical Instant
for Probabilistic Timing Guarantees: Refuted and Revisited,” 2022, doi: 10.1109/rtss55097.2022.00022.'
mla: 'Chen, Kuan-Hsun, et al. “Critical Instant for Probabilistic Timing Guarantees:
Refuted and Revisited.” 2022 IEEE Real-Time Systems Symposium (RTSS), IEEE,
2022, doi:10.1109/rtss55097.2022.00022.'
short: 'K.-H. Chen, M. Gunzel, G. von der Bruggen, J.-J. Chen, in: 2022 IEEE Real-Time
Systems Symposium (RTSS), IEEE, 2022.'
date_created: 2026-07-03T21:18:40Z
date_updated: 2026-07-05T14:45:57Z
doi: 10.1109/rtss55097.2022.00022
publication: 2022 IEEE Real-Time Systems Symposium (RTSS)
publication_status: published
publisher: IEEE
status: public
title: 'Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited'
type: conference
user_id: '128464'
year: '2022'
...
---
_id: '66213'
author:
- first_name: Helena
full_name: Kotthaus, Helena
last_name: Kotthaus
- first_name: Peter
full_name: Marwedel, Peter
last_name: Marwedel
- first_name: Mikail
full_name: Yayla, Mikail
last_name: Yayla
- first_name: Sebastian
full_name: Buschjäger, Sebastian
last_name: Buschjäger
- first_name: Hussam
full_name: Amrouch, Hussam
last_name: Amrouch
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
citation:
ama: 'Kotthaus H, Marwedel P, Yayla M, Buschjäger S, Amrouch H, Chen K-H. 7 Memory
Awareness. In: Fundamentals. De Gruyter; 2022. doi:10.1515/9783110785944-007'
apa: Kotthaus, H., Marwedel, P., Yayla, M., Buschjäger, S., Amrouch, H., & Chen,
K.-H. (2022). 7 Memory Awareness. In Fundamentals. De Gruyter. https://doi.org/10.1515/9783110785944-007
bibtex: '@inbook{Kotthaus_Marwedel_Yayla_Buschjäger_Amrouch_Chen_2022, title={7
Memory Awareness}, DOI={10.1515/9783110785944-007},
booktitle={Fundamentals}, publisher={De Gruyter}, author={Kotthaus, Helena and
Marwedel, Peter and Yayla, Mikail and Buschjäger, Sebastian and Amrouch, Hussam
and Chen, Kuan-Hsun}, year={2022} }'
chicago: Kotthaus, Helena, Peter Marwedel, Mikail Yayla, Sebastian Buschjäger, Hussam
Amrouch, and Kuan-Hsun Chen. “7 Memory Awareness.” In Fundamentals. De
Gruyter, 2022. https://doi.org/10.1515/9783110785944-007.
ieee: H. Kotthaus, P. Marwedel, M. Yayla, S. Buschjäger, H. Amrouch, and K.-H. Chen,
“7 Memory Awareness,” in Fundamentals, De Gruyter, 2022.
mla: Kotthaus, Helena, et al. “7 Memory Awareness.” Fundamentals, De Gruyter,
2022, doi:10.1515/9783110785944-007.
short: 'H. Kotthaus, P. Marwedel, M. Yayla, S. Buschjäger, H. Amrouch, K.-H. Chen,
in: Fundamentals, De Gruyter, 2022.'
date_created: 2026-07-03T21:19:24Z
date_updated: 2026-07-05T14:45:52Z
doi: 10.1515/9783110785944-007
publication: Fundamentals
publication_identifier:
isbn:
- '9783110785944'
publication_status: published
publisher: De Gruyter
status: public
title: 7 Memory Awareness
type: book_chapter
user_id: '128464'
year: '2022'
...
---
_id: '66211'
author:
- first_name: Mario
full_name: Gunzel, Mario
last_name: Gunzel
- first_name: Georg
full_name: von der Bruggen, Georg
last_name: von der Bruggen
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
citation:
ama: 'Gunzel M, von der Bruggen G, Chen K-H, Chen J-J. EDF-Like Scheduling for Self-Suspending
Real-Time Tasks. In: 2022 IEEE Real-Time Systems Symposium (RTSS). IEEE;
2022. doi:10.1109/rtss55097.2022.00024'
apa: Gunzel, M., von der Bruggen, G., Chen, K.-H., & Chen, J.-J. (2022). EDF-Like
Scheduling for Self-Suspending Real-Time Tasks. 2022 IEEE Real-Time Systems
Symposium (RTSS). https://doi.org/10.1109/rtss55097.2022.00024
bibtex: '@inproceedings{Gunzel_von der Bruggen_Chen_Chen_2022, title={EDF-Like Scheduling
for Self-Suspending Real-Time Tasks}, DOI={10.1109/rtss55097.2022.00024},
booktitle={2022 IEEE Real-Time Systems Symposium (RTSS)}, publisher={IEEE}, author={Gunzel,
Mario and von der Bruggen, Georg and Chen, Kuan-Hsun and Chen, Jian-Jia}, year={2022}
}'
chicago: Gunzel, Mario, Georg von der Bruggen, Kuan-Hsun Chen, and Jian-Jia Chen.
“EDF-Like Scheduling for Self-Suspending Real-Time Tasks.” In 2022 IEEE Real-Time
Systems Symposium (RTSS). IEEE, 2022. https://doi.org/10.1109/rtss55097.2022.00024.
ieee: 'M. Gunzel, G. von der Bruggen, K.-H. Chen, and J.-J. Chen, “EDF-Like Scheduling
for Self-Suspending Real-Time Tasks,” 2022, doi: 10.1109/rtss55097.2022.00024.'
mla: Gunzel, Mario, et al. “EDF-Like Scheduling for Self-Suspending Real-Time Tasks.”
2022 IEEE Real-Time Systems Symposium (RTSS), IEEE, 2022, doi:10.1109/rtss55097.2022.00024.
short: 'M. Gunzel, G. von der Bruggen, K.-H. Chen, J.-J. Chen, in: 2022 IEEE Real-Time
Systems Symposium (RTSS), IEEE, 2022.'
date_created: 2026-07-03T21:18:53Z
date_updated: 2026-07-05T14:46:00Z
doi: 10.1109/rtss55097.2022.00024
publication: 2022 IEEE Real-Time Systems Symposium (RTSS)
publication_status: published
publisher: IEEE
status: public
title: EDF-Like Scheduling for Self-Suspending Real-Time Tasks
type: conference
user_id: '128464'
year: '2022'
...
---
_id: '66180'
author:
- first_name: Christian
full_name: Hakert, Christian
last_name: Hakert
- first_name: Asif Ali
full_name: Khan, Asif Ali
last_name: Khan
- first_name: Kuan-Hsun
full_name: Chen, Kuan-Hsun
last_name: Chen
- first_name: Fazal
full_name: Hameed, Fazal
last_name: Hameed
- first_name: Jeronimo
full_name: Castrillon, Jeronimo
last_name: Castrillon
- first_name: Jian-Jia
full_name: Chen, Jian-Jia
last_name: Chen
citation:
ama: 'Hakert C, Khan AA, Chen K-H, Hameed F, Castrillon J, Chen J-J. ROLLED: <u>R</u>acetrack
Memory <u>O</u>ptimized <u>L</u>inear <u>L</u>ayout
and <u>E</u>fficient <u>D</u>ecomposition of Decision
Trees. IEEE Transactions on Computers. 2022;72(5):1488-1502. doi:10.1109/tc.2022.3197094'
apa: 'Hakert, C., Khan, A. A., Chen, K.-H., Hameed, F., Castrillon, J., & Chen,
J.-J. (2022). ROLLED: <u>R</u>acetrack Memory <u>O</u>ptimized
<u>L</u>inear <u>L</u>ayout and <u>E</u>fficient
<u>D</u>ecomposition of Decision Trees. IEEE Transactions on
Computers, 72(5), 1488–1502. https://doi.org/10.1109/tc.2022.3197094'
bibtex: '@article{Hakert_Khan_Chen_Hameed_Castrillon_Chen_2022, title={ROLLED: <u>R</u>acetrack
Memory <u>O</u>ptimized <u>L</u>inear <u>L</u>ayout
and <u>E</u>fficient <u>D</u>ecomposition of Decision
Trees}, volume={72}, DOI={10.1109/tc.2022.3197094},
number={5}, journal={IEEE Transactions on Computers}, publisher={Institute of
Electrical and Electronics Engineers (IEEE)}, author={Hakert, Christian and Khan,
Asif Ali and Chen, Kuan-Hsun and Hameed, Fazal and Castrillon, Jeronimo and Chen,
Jian-Jia}, year={2022}, pages={1488–1502} }'
chicago: 'Hakert, Christian, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jeronimo
Castrillon, and Jian-Jia Chen. “ROLLED: <u>R</U>acetrack Memory
<u>O</U>ptimized <u>L</U>inear <u>L</U>ayout
and <u>E</U>fficient <u>D</U>ecomposition of Decision
Trees.” IEEE Transactions on Computers 72, no. 5 (2022): 1488–1502. https://doi.org/10.1109/tc.2022.3197094.'
ieee: 'C. Hakert, A. A. Khan, K.-H. Chen, F. Hameed, J. Castrillon, and J.-J. Chen,
“ROLLED: <u>R</u>acetrack Memory <u>O</u>ptimized
<u>L</u>inear <u>L</u>ayout and <u>E</u>fficient
<u>D</u>ecomposition of Decision Trees,” IEEE Transactions
on Computers, vol. 72, no. 5, pp. 1488–1502, 2022, doi: 10.1109/tc.2022.3197094.'
mla: 'Hakert, Christian, et al. “ROLLED: <u>R</U>acetrack Memory
<u>O</U>ptimized <u>L</U>inear <u>L</U>ayout
and <u>E</U>fficient <u>D</U>ecomposition of Decision
Trees.” IEEE Transactions on Computers, vol. 72, no. 5, Institute of Electrical
and Electronics Engineers (IEEE), 2022, pp. 1488–502, doi:10.1109/tc.2022.3197094.'
short: C. Hakert, A.A. Khan, K.-H. Chen, F. Hameed, J. Castrillon, J.-J. Chen, IEEE
Transactions on Computers 72 (2022) 1488–1502.
date_created: 2026-07-03T21:13:39Z
date_updated: 2026-07-05T14:46:40Z
doi: 10.1109/tc.2022.3197094
intvolume: ' 72'
issue: '5'
page: 1488-1502
publication: IEEE Transactions on Computers
publication_identifier:
issn:
- 0018-9340
- 1557-9956
- 2326-3814
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: 'ROLLED: Racetrack Memory Optimized Linear Layout
and Efficient Decomposition of Decision Trees'
type: journal_article
user_id: '128464'
volume: 72
year: '2022'
...