---
_id: '26908'
author:
- first_name: Jannik
full_name: Reinhold, Jannik
id: '33669'
last_name: Reinhold
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Reinhold J, Ködding P, Scholtysik M, Koldewey C, Dumitrescu R. Identifying
Value Creation Patterns for Smart Services. Procedia CIRP. Published online
2021.
apa: Reinhold, J., Ködding, P., Scholtysik, M., Koldewey, C., & Dumitrescu,
R. (2021). Identifying Value Creation Patterns for Smart Services. Procedia
CIRP.
bibtex: '@article{Reinhold_Ködding_Scholtysik_Koldewey_Dumitrescu_2021, title={Identifying
Value Creation Patterns for Smart Services}, journal={Procedia CIRP}, author={Reinhold,
Jannik and Ködding, Patrick and Scholtysik, Michel and Koldewey, Christian and
Dumitrescu, Roman}, year={2021} }'
chicago: Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey,
and Roman Dumitrescu. “Identifying Value Creation Patterns for Smart Services.”
Procedia CIRP, 2021.
ieee: J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Identifying
Value Creation Patterns for Smart Services,” Procedia CIRP, 2021.
mla: Reinhold, Jannik, et al. “Identifying Value Creation Patterns for Smart Services.”
Procedia CIRP, 2021.
short: J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, R. Dumitrescu, Procedia
CIRP (2021).
date_created: 2021-10-26T14:11:06Z
date_updated: 2022-01-06T06:57:30Z
department:
- _id: '563'
language:
- iso: eng
publication: Procedia CIRP
status: public
title: Identifying Value Creation Patterns for Smart Services
type: journal_article
user_id: '45402'
year: '2021'
...
---
_id: '3774'
author:
- first_name: Alexander
full_name: Bondarenko, Alexander
last_name: Bondarenko
- first_name: Lukas
full_name: Gienapp, Lukas
last_name: Gienapp
- first_name: Maik
full_name: Fröbe, Maik
last_name: Fröbe
- first_name: Meriem
full_name: Beloucif, Meriem
last_name: Beloucif
- first_name: Yamen
full_name: Ajjour, Yamen
last_name: Ajjour
- first_name: Alexander
full_name: Panchenko, Alexander
last_name: Panchenko
- first_name: Chris
full_name: Biemann, Chris
last_name: Biemann
- first_name: Benno
full_name: Stein, Benno
last_name: Stein
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
- first_name: Martin
full_name: Potthast, Martin
last_name: Potthast
- first_name: Matthias
full_name: Hagen, Matthias
last_name: Hagen
citation:
ama: 'Bondarenko A, Gienapp L, Fröbe M, et al. Overview of Touché 2021: Argument
Retrieval. In: Proceedings of the 43rd Annual European Conference on Information
Retrieval Research. ; 2021:384-395.'
apa: 'Bondarenko, A., Gienapp, L., Fröbe, M., Beloucif, M., Ajjour, Y., Panchenko,
A., … Hagen, M. (2021). Overview of Touché 2021: Argument Retrieval. In Proceedings
of the 43rd annual European Conference on Information Retrieval Research (pp.
384–395).'
bibtex: '@inproceedings{Bondarenko_Gienapp_Fröbe_Beloucif_Ajjour_Panchenko_Biemann_Stein_Wachsmuth_Potthast_et
al._2021, title={Overview of Touché 2021: Argument Retrieval}, booktitle={Proceedings
of the 43rd annual European Conference on Information Retrieval Research}, author={Bondarenko,
Alexander and Gienapp, Lukas and Fröbe, Maik and Beloucif, Meriem and Ajjour,
Yamen and Panchenko, Alexander and Biemann, Chris and Stein, Benno and Wachsmuth,
Henning and Potthast, Martin and et al.}, year={2021}, pages={384–395} }'
chicago: 'Bondarenko, Alexander, Lukas Gienapp, Maik Fröbe, Meriem Beloucif, Yamen
Ajjour, Alexander Panchenko, Chris Biemann, et al. “Overview of Touché 2021: Argument
Retrieval.” In Proceedings of the 43rd Annual European Conference on Information
Retrieval Research, 384–95, 2021.'
ieee: 'A. Bondarenko et al., “Overview of Touché 2021: Argument Retrieval,”
in Proceedings of the 43rd annual European Conference on Information Retrieval
Research, 2021, pp. 384–395.'
mla: 'Bondarenko, Alexander, et al. “Overview of Touché 2021: Argument Retrieval.”
Proceedings of the 43rd Annual European Conference on Information Retrieval
Research, 2021, pp. 384–95.'
short: 'A. Bondarenko, L. Gienapp, M. Fröbe, M. Beloucif, Y. Ajjour, A. Panchenko,
C. Biemann, B. Stein, H. Wachsmuth, M. Potthast, M. Hagen, in: Proceedings of
the 43rd Annual European Conference on Information Retrieval Research, 2021, pp.
384–395.'
date_created: 2018-08-02T11:40:53Z
date_updated: 2022-01-06T06:59:35Z
department:
- _id: '600'
language:
- iso: eng
main_file_link:
- url: https://webis.de/downloads/publications/papers/bondarenko_2021.pdf
page: 384-395
publication: Proceedings of the 43rd annual European Conference on Information Retrieval
Research
status: public
title: 'Overview of Touché 2021: Argument Retrieval'
type: conference
user_id: '82920'
year: '2021'
...
---
_id: '28789'
author:
- first_name: R
full_name: Duan, R
last_name: Duan
- first_name: X
full_name: Wang, X
last_name: Wang
- first_name: S
full_name: Shan, S
last_name: Shan
- first_name: L
full_name: Zhao, L
last_name: Zhao
- first_name: J
full_name: Xiong, J
last_name: Xiong
- first_name: L
full_name: Libuda, L
last_name: Libuda
- first_name: G
full_name: Cheng, G
last_name: Cheng
citation:
ama: 'Duan R, Wang X, Shan S, et al. The Chinese Adolescent Cohort Study: Design,
Implementation, and Major Findings. Front Nutr. 2021;8:747088. doi:10.3389/fnut.2021.747088'
apa: 'Duan, R., Wang, X., Shan, S., Zhao, L., Xiong, J., Libuda, L., & Cheng,
G. (2021). The Chinese Adolescent Cohort Study: Design, Implementation, and Major
Findings. Front Nutr, 8, 747088. https://doi.org/10.3389/fnut.2021.747088'
bibtex: '@article{Duan_Wang_Shan_Zhao_Xiong_Libuda_Cheng_2021, title={The Chinese
Adolescent Cohort Study: Design, Implementation, and Major Findings.}, volume={8},
DOI={10.3389/fnut.2021.747088},
journal={Front Nutr}, author={Duan, R and Wang, X and Shan, S and Zhao, L and
Xiong, J and Libuda, L and Cheng, G}, year={2021}, pages={747088} }'
chicago: 'Duan, R, X Wang, S Shan, L Zhao, J Xiong, L Libuda, and G Cheng. “The
Chinese Adolescent Cohort Study: Design, Implementation, and Major Findings.”
Front Nutr 8 (2021): 747088. https://doi.org/10.3389/fnut.2021.747088.'
ieee: 'R. Duan et al., “The Chinese Adolescent Cohort Study: Design, Implementation,
and Major Findings.,” Front Nutr, vol. 8, p. 747088, 2021, doi: 10.3389/fnut.2021.747088.'
mla: 'Duan, R., et al. “The Chinese Adolescent Cohort Study: Design, Implementation,
and Major Findings.” Front Nutr, vol. 8, 2021, p. 747088, doi:10.3389/fnut.2021.747088.'
short: R. Duan, X. Wang, S. Shan, L. Zhao, J. Xiong, L. Libuda, G. Cheng, Front
Nutr 8 (2021) 747088.
date_created: 2021-12-14T13:42:49Z
date_updated: 2022-01-06T06:58:20Z
department:
- _id: '35'
doi: 10.3389/fnut.2021.747088
external_id:
pmid:
- '34805242'
intvolume: ' 8'
page: '747088'
pmid: '1'
publication: Front Nutr
publication_identifier:
issn:
- 2296-861x
status: public
title: 'The Chinese Adolescent Cohort Study: Design, Implementation, and Major Findings.'
type: journal_article
user_id: '88682'
volume: 8
year: '2021'
...
---
_id: '28879'
abstract:
- lang: eng
text: |-
Abstract
Purpose
Studies about effects of lunch dietary Glycemic Index (GI) on cognition of schoolchildren are scarce. Our previous CogniDo GI study found no changes of cognition in the early postprandial phase after consumption of two rice types with medium vs. high dietary GI for lunch (i.e., 45 min after starting lunch). This study investigated whether the dietary GI of lunch has an impact on cognition of schoolchildren in the late postprandial phase, 90 min after lunch.
Methods
A randomized, 2 × 2 crossover intervention study was conducted at a comprehensive school with 5th and 6th grade students. Participants (n = 212) were randomly assigned to either sequence 1 or 2. In the first period, participants of sequence 1 received a dish with high GI rice (GI: 79), those of sequence 2 with medium GI rice (GI: 64)—in the second period, 1 week later, vice versa. Computer-based cognitive testing was performed 90 min after lunch examining tonic alertness, visual search and task switching, and working memory. Treatment effects and treatment effects adjusted for estimated lunch glycemic load (GL) were analyzed using a linear mixed model.
Results
The selected cognitive parameters were not affected by the GI of lunch 90 min after lunch, neither after intention-to-treat nor in the per-protocol analysis. Adjustment for GL also did not change results.
Conclusion
The present study revealed no notable differences after the consumption of two rice types with medium vs. high dietary GI for lunch in children’s cognitive function in the late postprandial phase, 90 min after lunch.
Clinical trial registration
German Clinical Trials Register (DRKS00013597); date of registration: 16/04/2018, retrospectively registered.
author:
- first_name: Alina
full_name: Drozdowska, Alina
last_name: Drozdowska
- first_name: Kathrin
full_name: Sinningen, Kathrin
last_name: Sinningen
- first_name: Michael
full_name: Falkenstein, Michael
last_name: Falkenstein
- first_name: Henrik
full_name: Rudolf, Henrik
last_name: Rudolf
- first_name: Lars
full_name: Libuda, Lars
last_name: Libuda
- first_name: Anette E.
full_name: Buyken, Anette E.
last_name: Buyken
- first_name: Thomas
full_name: Lücke, Thomas
last_name: Lücke
- first_name: Mathilde
full_name: Kersting, Mathilde
last_name: Kersting
citation:
ama: 'Drozdowska A, Sinningen K, Falkenstein M, et al. Impact of lunch with carbohydrates
differing in glycemic index on children’s cognitive functioning in the late postprandial
phase: a randomized crossover study. European Journal of Nutrition. Published
online 2021. doi:10.1007/s00394-021-02766-y'
apa: 'Drozdowska, A., Sinningen, K., Falkenstein, M., Rudolf, H., Libuda, L., Buyken,
A. E., Lücke, T., & Kersting, M. (2021). Impact of lunch with carbohydrates
differing in glycemic index on children’s cognitive functioning in the late postprandial
phase: a randomized crossover study. European Journal of Nutrition. https://doi.org/10.1007/s00394-021-02766-y'
bibtex: '@article{Drozdowska_Sinningen_Falkenstein_Rudolf_Libuda_Buyken_Lücke_Kersting_2021,
title={Impact of lunch with carbohydrates differing in glycemic index on children’s
cognitive functioning in the late postprandial phase: a randomized crossover study},
DOI={10.1007/s00394-021-02766-y},
journal={European Journal of Nutrition}, author={Drozdowska, Alina and Sinningen,
Kathrin and Falkenstein, Michael and Rudolf, Henrik and Libuda, Lars and Buyken,
Anette E. and Lücke, Thomas and Kersting, Mathilde}, year={2021} }'
chicago: 'Drozdowska, Alina, Kathrin Sinningen, Michael Falkenstein, Henrik Rudolf,
Lars Libuda, Anette E. Buyken, Thomas Lücke, and Mathilde Kersting. “Impact of
Lunch with Carbohydrates Differing in Glycemic Index on Children’s Cognitive Functioning
in the Late Postprandial Phase: A Randomized Crossover Study.” European Journal
of Nutrition, 2021. https://doi.org/10.1007/s00394-021-02766-y.'
ieee: 'A. Drozdowska et al., “Impact of lunch with carbohydrates differing
in glycemic index on children’s cognitive functioning in the late postprandial
phase: a randomized crossover study,” European Journal of Nutrition, 2021,
doi: 10.1007/s00394-021-02766-y.'
mla: 'Drozdowska, Alina, et al. “Impact of Lunch with Carbohydrates Differing in
Glycemic Index on Children’s Cognitive Functioning in the Late Postprandial Phase:
A Randomized Crossover Study.” European Journal of Nutrition, 2021, doi:10.1007/s00394-021-02766-y.'
short: A. Drozdowska, K. Sinningen, M. Falkenstein, H. Rudolf, L. Libuda, A.E. Buyken,
T. Lücke, M. Kersting, European Journal of Nutrition (2021).
date_created: 2021-12-15T08:48:58Z
date_updated: 2022-01-06T06:58:39Z
department:
- _id: '35'
doi: 10.1007/s00394-021-02766-y
language:
- iso: eng
publication: European Journal of Nutrition
publication_identifier:
issn:
- 1436-6207
- 1436-6215
publication_status: published
status: public
title: 'Impact of lunch with carbohydrates differing in glycemic index on children''s
cognitive functioning in the late postprandial phase: a randomized crossover study'
type: journal_article
user_id: '88682'
year: '2021'
...
---
_id: '28917'
author:
- first_name: Michael
full_name: Feldmann, Michael
last_name: Feldmann
- first_name: Andreas
full_name: Padalkin, Andreas
id: '88238'
last_name: Padalkin
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
- first_name: Shlomi
full_name: Dolev, Shlomi
last_name: Dolev
citation:
ama: 'Feldmann M, Padalkin A, Scheideler C, Dolev S. Coordinating Amoebots via Reconfigurable
Circuits. In: Johnen C, Michael Schiller E, Schmid S, eds. Stabilization, Safety,
and Security of Distributed Systems - 23rd International Symposium, (SSS) 2021,
Virtual Event, November 17-20, 2021, Proceedings. Vol 13046. Lecture Notes
in Computer Science. Springer; 2021:484-488. doi:10.1007/978-3-030-91081-5\_34'
apa: Feldmann, M., Padalkin, A., Scheideler, C., & Dolev, S. (2021). Coordinating
Amoebots via Reconfigurable Circuits. In C. Johnen, E. Michael Schiller, &
S. Schmid (Eds.), Stabilization, Safety, and Security of Distributed Systems
- 23rd International Symposium, (SSS) 2021, Virtual Event, November 17-20, 2021,
Proceedings (Vol. 13046, pp. 484–488). Springer. https://doi.org/10.1007/978-3-030-91081-5\_34
bibtex: '@inproceedings{Feldmann_Padalkin_Scheideler_Dolev_2021, series={Lecture
Notes in Computer Science}, title={Coordinating Amoebots via Reconfigurable Circuits},
volume={13046}, DOI={10.1007/978-3-030-91081-5\_34},
booktitle={Stabilization, Safety, and Security of Distributed Systems - 23rd International
Symposium, (SSS) 2021, Virtual Event, November 17-20, 2021, Proceedings}, publisher={Springer},
author={Feldmann, Michael and Padalkin, Andreas and Scheideler, Christian and
Dolev, Shlomi}, editor={Johnen, Colette and Michael Schiller, Elad and Schmid,
Stefan}, year={2021}, pages={484–488}, collection={Lecture Notes in Computer Science}
}'
chicago: Feldmann, Michael, Andreas Padalkin, Christian Scheideler, and Shlomi Dolev.
“Coordinating Amoebots via Reconfigurable Circuits.” In Stabilization, Safety,
and Security of Distributed Systems - 23rd International Symposium, (SSS) 2021,
Virtual Event, November 17-20, 2021, Proceedings, edited by Colette Johnen,
Elad Michael Schiller, and Stefan Schmid, 13046:484–88. Lecture Notes in Computer
Science. Springer, 2021. https://doi.org/10.1007/978-3-030-91081-5\_34.
ieee: 'M. Feldmann, A. Padalkin, C. Scheideler, and S. Dolev, “Coordinating Amoebots
via Reconfigurable Circuits,” in Stabilization, Safety, and Security of Distributed
Systems - 23rd International Symposium, (SSS) 2021, Virtual Event, November 17-20,
2021, Proceedings, 2021, vol. 13046, pp. 484–488, doi: 10.1007/978-3-030-91081-5\_34.'
mla: Feldmann, Michael, et al. “Coordinating Amoebots via Reconfigurable Circuits.”
Stabilization, Safety, and Security of Distributed Systems - 23rd International
Symposium, (SSS) 2021, Virtual Event, November 17-20, 2021, Proceedings, edited
by Colette Johnen et al., vol. 13046, Springer, 2021, pp. 484–88, doi:10.1007/978-3-030-91081-5\_34.
short: 'M. Feldmann, A. Padalkin, C. Scheideler, S. Dolev, in: C. Johnen, E. Michael
Schiller, S. Schmid (Eds.), Stabilization, Safety, and Security of Distributed
Systems - 23rd International Symposium, (SSS) 2021, Virtual Event, November 17-20,
2021, Proceedings, Springer, 2021, pp. 484–488.'
date_created: 2021-12-15T09:37:38Z
date_updated: 2022-01-06T06:58:41Z
department:
- _id: '79'
doi: 10.1007/978-3-030-91081-5\_34
editor:
- first_name: Colette
full_name: Johnen, Colette
last_name: Johnen
- first_name: Elad
full_name: Michael Schiller, Elad
last_name: Michael Schiller
- first_name: Stefan
full_name: Schmid, Stefan
last_name: Schmid
intvolume: ' 13046'
language:
- iso: eng
page: 484-488
publication: Stabilization, Safety, and Security of Distributed Systems - 23rd International
Symposium, (SSS) 2021, Virtual Event, November 17-20, 2021, Proceedings
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Coordinating Amoebots via Reconfigurable Circuits
type: conference
user_id: '15504'
volume: 13046
year: '2021'
...
---
_id: '28989'
author:
- first_name: Mike
full_name: Bothe, Mike
id: '72973'
last_name: Bothe
- first_name: Nicole
full_name: Lutters, Nicole
id: '22006'
last_name: Lutters
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: Bothe M, Lutters N, Kenig E. Examination of hazardous situations in industrial
closed-loop processes using dynamic simulations. Chemical Engineering Transactions.
Published online 2021. doi:10.3303/CET2188117
apa: Bothe, M., Lutters, N., & Kenig, E. (2021). Examination of hazardous situations
in industrial closed-loop processes using dynamic simulations. Chemical Engineering
Transactions. https://doi.org/10.3303/CET2188117
bibtex: '@article{Bothe_Lutters_Kenig_2021, title={Examination of hazardous situations
in industrial closed-loop processes using dynamic simulations}, DOI={10.3303/CET2188117},
journal={Chemical Engineering Transactions}, author={Bothe, Mike and Lutters,
Nicole and Kenig, Eugeny}, year={2021} }'
chicago: Bothe, Mike, Nicole Lutters, and Eugeny Kenig. “Examination of Hazardous
Situations in Industrial Closed-Loop Processes Using Dynamic Simulations.” Chemical
Engineering Transactions, 2021. https://doi.org/10.3303/CET2188117.
ieee: 'M. Bothe, N. Lutters, and E. Kenig, “Examination of hazardous situations
in industrial closed-loop processes using dynamic simulations,” Chemical Engineering
Transactions, 2021, doi: 10.3303/CET2188117.'
mla: Bothe, Mike, et al. “Examination of Hazardous Situations in Industrial Closed-Loop
Processes Using Dynamic Simulations.” Chemical Engineering Transactions,
2021, doi:10.3303/CET2188117.
short: M. Bothe, N. Lutters, E. Kenig, Chemical Engineering Transactions (2021).
date_created: 2021-12-15T16:34:44Z
date_updated: 2022-01-06T06:58:43Z
ddc:
- '660'
department:
- _id: '9'
- _id: '145'
doi: 10.3303/CET2188117
file:
- access_level: open_access
content_type: application/pdf
creator: bothem
date_created: 2021-12-15T16:34:36Z
date_updated: 2021-12-15T16:34:36Z
file_id: '28990'
file_name: 21_CET_Bothe.pdf
file_size: 1098939
relation: main_file
file_date_updated: 2021-12-15T16:34:36Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
publication: Chemical Engineering Transactions
status: public
title: Examination of hazardous situations in industrial closed-loop processes using
dynamic simulations
type: journal_article
user_id: '72973'
year: '2021'
...
---
_id: '28998'
author:
- first_name: Dennis
full_name: Suermann, Dennis
last_name: Suermann
citation:
ama: Suermann D. Schutz Und Stabilisierung von Overlay-Netzwerken Mithilfe Des
Relay-Layers.; 2021.
apa: Suermann, D. (2021). Schutz und Stabilisierung von Overlay-Netzwerken mithilfe
des Relay-Layers.
bibtex: '@book{Suermann_2021, title={Schutz und Stabilisierung von Overlay-Netzwerken
mithilfe des Relay-Layers}, author={Suermann, Dennis}, year={2021} }'
chicago: Suermann, Dennis. Schutz Und Stabilisierung von Overlay-Netzwerken Mithilfe
Des Relay-Layers, 2021.
ieee: D. Suermann, Schutz und Stabilisierung von Overlay-Netzwerken mithilfe
des Relay-Layers. 2021.
mla: Suermann, Dennis. Schutz Und Stabilisierung von Overlay-Netzwerken Mithilfe
Des Relay-Layers. 2021.
short: D. Suermann, Schutz Und Stabilisierung von Overlay-Netzwerken Mithilfe Des
Relay-Layers, 2021.
date_created: 2021-12-16T06:41:25Z
date_updated: 2022-01-06T06:58:43Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '13'
name: SFB 901 - Subproject C1
status: public
supervisor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
title: Schutz und Stabilisierung von Overlay-Netzwerken mithilfe des Relay-Layers
type: bachelorsthesis
user_id: '15504'
year: '2021'
...
---
_id: '29046'
author:
- first_name: Robert
full_name: Feldhans, Robert
last_name: Feldhans
- first_name: Adrian
full_name: Wilke, Adrian
last_name: Wilke
- first_name: Stefan
full_name: Heindorf, Stefan
last_name: Heindorf
- first_name: Mohammad Hossein
full_name: Shaker, Mohammad Hossein
last_name: Shaker
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
last_name: Ngonga Ngomo
- first_name: Eyke
full_name: Hüllermeier, Eyke
last_name: Hüllermeier
citation:
ama: 'Feldhans R, Wilke A, Heindorf S, et al. Drift Detection in Text Data with
Document Embeddings. In: Intelligent Data Engineering and Automated Learning
– IDEAL 2021. ; 2021. doi:10.1007/978-3-030-91608-4_11'
apa: Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo,
A.-C., & Hüllermeier, E. (2021). Drift Detection in Text Data with Document
Embeddings. In Intelligent Data Engineering and Automated Learning – IDEAL
2021. https://doi.org/10.1007/978-3-030-91608-4_11
bibtex: '@inbook{Feldhans_Wilke_Heindorf_Shaker_Hammer_Ngonga Ngomo_Hüllermeier_2021,
place={Cham}, title={Drift Detection in Text Data with Document Embeddings}, DOI={10.1007/978-3-030-91608-4_11},
booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2021},
author={Feldhans, Robert and Wilke, Adrian and Heindorf, Stefan and Shaker, Mohammad
Hossein and Hammer, Barbara and Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke},
year={2021} }'
chicago: Feldhans, Robert, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker,
Barbara Hammer, Axel-Cyrille Ngonga Ngomo, and Eyke Hüllermeier. “Drift Detection
in Text Data with Document Embeddings.” In Intelligent Data Engineering and
Automated Learning – IDEAL 2021. Cham, 2021. https://doi.org/10.1007/978-3-030-91608-4_11.
ieee: R. Feldhans et al., “Drift Detection in Text Data with Document Embeddings,”
in Intelligent Data Engineering and Automated Learning – IDEAL 2021, Cham,
2021.
mla: Feldhans, Robert, et al. “Drift Detection in Text Data with Document Embeddings.”
Intelligent Data Engineering and Automated Learning – IDEAL 2021, 2021,
doi:10.1007/978-3-030-91608-4_11.
short: 'R. Feldhans, A. Wilke, S. Heindorf, M.H. Shaker, B. Hammer, A.-C. Ngonga
Ngomo, E. Hüllermeier, in: Intelligent Data Engineering and Automated Learning
– IDEAL 2021, Cham, 2021.'
date_created: 2021-12-17T10:33:12Z
date_updated: 2022-01-06T06:58:44Z
department:
- _id: '574'
doi: 10.1007/978-3-030-91608-4_11
language:
- iso: eng
place: Cham
publication: Intelligent Data Engineering and Automated Learning – IDEAL 2021
publication_identifier:
isbn:
- '9783030916077'
- '9783030916084'
issn:
- 0302-9743
- 1611-3349
publication_status: published
status: public
title: Drift Detection in Text Data with Document Embeddings
type: book_chapter
user_id: '9101'
year: '2021'
...
---
_id: '29047'
author:
- first_name: Adrian
full_name: Wilke, Adrian
id: '9101'
last_name: Wilke
orcid: 0000-0002-6575-807X
- first_name: Arwa
full_name: Bannoura, Arwa
id: '77241'
last_name: Bannoura
- first_name: Axel-Cyrille Ngonga
full_name: Ngonga Ngomo, Axel-Cyrille Ngonga
last_name: Ngonga Ngomo
citation:
ama: 'Wilke A, Bannoura A, Ngonga Ngomo A-CN. Relicensing Combined Datasets. In:
2021 IEEE 15th International Conference on Semantic Computing (ICSC). ;
2021:241-247. doi:10.1109/ICSC50631.2021.00050'
apa: Wilke, A., Bannoura, A., & Ngonga Ngomo, A.-C. N. (2021). Relicensing Combined
Datasets. 2021 IEEE 15th International Conference on Semantic Computing (ICSC),
241–247. https://doi.org/10.1109/ICSC50631.2021.00050
bibtex: '@inproceedings{Wilke_Bannoura_Ngonga Ngomo_2021, title={Relicensing Combined
Datasets}, DOI={10.1109/ICSC50631.2021.00050},
booktitle={2021 IEEE 15th International Conference on Semantic Computing (ICSC)},
author={Wilke, Adrian and Bannoura, Arwa and Ngonga Ngomo, Axel-Cyrille Ngonga},
year={2021}, pages={241–247} }'
chicago: Wilke, Adrian, Arwa Bannoura, and Axel-Cyrille Ngonga Ngonga Ngomo. “Relicensing
Combined Datasets.” In 2021 IEEE 15th International Conference on Semantic
Computing (ICSC), 241–47, 2021. https://doi.org/10.1109/ICSC50631.2021.00050.
ieee: 'A. Wilke, A. Bannoura, and A.-C. N. Ngonga Ngomo, “Relicensing Combined Datasets,”
in 2021 IEEE 15th International Conference on Semantic Computing (ICSC),
2021, pp. 241–247, doi: 10.1109/ICSC50631.2021.00050.'
mla: Wilke, Adrian, et al. “Relicensing Combined Datasets.” 2021 IEEE 15th International
Conference on Semantic Computing (ICSC), 2021, pp. 241–47, doi:10.1109/ICSC50631.2021.00050.
short: 'A. Wilke, A. Bannoura, A.-C.N. Ngonga Ngomo, in: 2021 IEEE 15th International
Conference on Semantic Computing (ICSC), 2021, pp. 241–247.'
date_created: 2021-12-17T13:04:28Z
date_updated: 2022-01-06T06:58:44Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00050
language:
- iso: eng
page: 241-247
publication: 2021 IEEE 15th International Conference on Semantic Computing (ICSC)
status: public
title: Relicensing Combined Datasets
type: conference
user_id: '9101'
year: '2021'
...
---
_id: '29057'
author:
- first_name: Jelena
full_name: Eberbach, Jelena
last_name: Eberbach
- first_name: Caren
full_name: Sureth-Sloane, Caren
id: '530'
last_name: Sureth-Sloane
- first_name: Marliese
full_name: Uhrig-Homburg, Marliese
last_name: Uhrig-Homburg
citation:
ama: Eberbach J, Sureth-Sloane C, Uhrig-Homburg M. Option Implied Tax Rate Expectations.
Working Paper; 2021.
apa: Eberbach, J., Sureth-Sloane, C., & Uhrig-Homburg, M. (2021). Option
Implied Tax Rate Expectations. Working Paper.
bibtex: '@book{Eberbach_Sureth-Sloane_Uhrig-Homburg_2021, title={Option Implied
Tax Rate Expectations}, publisher={Working Paper}, author={Eberbach, Jelena and
Sureth-Sloane, Caren and Uhrig-Homburg, Marliese}, year={2021} }'
chicago: Eberbach, Jelena, Caren Sureth-Sloane, and Marliese Uhrig-Homburg. Option
Implied Tax Rate Expectations. Working Paper, 2021.
ieee: J. Eberbach, C. Sureth-Sloane, and M. Uhrig-Homburg, Option Implied Tax
Rate Expectations. Working Paper, 2021.
mla: Eberbach, Jelena, et al. Option Implied Tax Rate Expectations. Working
Paper, 2021.
short: J. Eberbach, C. Sureth-Sloane, M. Uhrig-Homburg, Option Implied Tax Rate
Expectations, Working Paper, 2021.
date_created: 2021-12-20T09:24:50Z
date_updated: 2022-01-06T06:58:44Z
department:
- _id: '187'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://derivate.fbv.kit.edu/download/Eberbach_Sureth-Sloane_Uhrig-Homburg_2021.pdf
oa: '1'
publication_status: published
publisher: Working Paper
status: public
title: Option Implied Tax Rate Expectations
type: working_paper
user_id: '68607'
year: '2021'
...
---
_id: '29064'
author:
- first_name: Birgit
full_name: Eickelmann, Birgit
id: '40387'
last_name: Eickelmann
- first_name: Kai
full_name: Maaz, Kai
last_name: Maaz
citation:
ama: 'Eickelmann B, Maaz K. Blinde Flecken und die Hoffnung auf einen Innovationsschub.
Schule in der digitalen Welt. In: Maaz K, Becker-Mrotzek M, eds. Schule weiter
denken. Duden-Verlag; 2021:91-104.'
apa: Eickelmann, B., & Maaz, K. (2021). Blinde Flecken und die Hoffnung auf
einen Innovationsschub. Schule in der digitalen Welt. In K. Maaz & M. Becker-Mrotzek
(Eds.), Schule weiter denken (pp. 91–104). Duden-Verlag.
bibtex: '@inbook{Eickelmann_Maaz_2021, place={Berlin}, title={Blinde Flecken und
die Hoffnung auf einen Innovationsschub. Schule in der digitalen Welt}, booktitle={Schule
weiter denken}, publisher={Duden-Verlag}, author={Eickelmann, Birgit and Maaz,
Kai}, editor={Maaz, Kai and Becker-Mrotzek, Michael}, year={2021}, pages={91–104}
}'
chicago: 'Eickelmann, Birgit, and Kai Maaz. “Blinde Flecken und die Hoffnung auf
einen Innovationsschub. Schule in der digitalen Welt.” In Schule weiter denken,
edited by Kai Maaz and Michael Becker-Mrotzek, 91–104. Berlin: Duden-Verlag, 2021.'
ieee: 'B. Eickelmann and K. Maaz, “Blinde Flecken und die Hoffnung auf einen Innovationsschub.
Schule in der digitalen Welt,” in Schule weiter denken, K. Maaz and M.
Becker-Mrotzek, Eds. Berlin: Duden-Verlag, 2021, pp. 91–104.'
mla: Eickelmann, Birgit, and Kai Maaz. “Blinde Flecken und die Hoffnung auf einen
Innovationsschub. Schule in der digitalen Welt.” Schule weiter denken,
edited by Kai Maaz and Michael Becker-Mrotzek, Duden-Verlag, 2021, pp. 91–104.
short: 'B. Eickelmann, K. Maaz, in: K. Maaz, M. Becker-Mrotzek (Eds.), Schule weiter
denken, Duden-Verlag, Berlin, 2021, pp. 91–104.'
date_created: 2021-12-20T13:11:35Z
date_updated: 2022-01-06T06:58:45Z
department:
- _id: '462'
editor:
- first_name: Kai
full_name: Maaz, Kai
last_name: Maaz
- first_name: Michael
full_name: Becker-Mrotzek, Michael
last_name: Becker-Mrotzek
language:
- iso: ger
page: 91-104
place: Berlin
publication: Schule weiter denken
publisher: Duden-Verlag
status: public
title: Blinde Flecken und die Hoffnung auf einen Innovationsschub. Schule in der digitalen
Welt
type: book_chapter
user_id: '50923'
year: '2021'
...
---
_id: '29067'
author:
- first_name: Julia
full_name: Gerick, Julia
last_name: Gerick
- first_name: Birgit
full_name: Eickelmann, Birgit
id: '40387'
last_name: Eickelmann
citation:
ama: 'Gerick J, Eickelmann B. Schule und Lernen angesichts der Digitalisierung –
Konzepte und Befunde. In: Brägger G, Rolff H-G, eds. Handbuch Lernen mit digitalen
Medien. Beltz; 2021:60-79.'
apa: Gerick, J., & Eickelmann, B. (2021). Schule und Lernen angesichts der Digitalisierung
– Konzepte und Befunde. In G. Brägger & H.-G. Rolff (Eds.), Handbuch Lernen
mit digitalen Medien (pp. 60–79). Beltz.
bibtex: '@inbook{Gerick_Eickelmann_2021, place={Weinheim}, title={Schule und Lernen
angesichts der Digitalisierung – Konzepte und Befunde}, booktitle={Handbuch Lernen
mit digitalen Medien}, publisher={Beltz}, author={Gerick, Julia and Eickelmann,
Birgit}, editor={Brägger, Gerold and Rolff, Hans-Günter}, year={2021}, pages={60–79}
}'
chicago: 'Gerick, Julia, and Birgit Eickelmann. “Schule und Lernen angesichts der
Digitalisierung – Konzepte und Befunde.” In Handbuch Lernen mit digitalen Medien,
edited by Gerold Brägger and Hans-Günter Rolff, 60–79. Weinheim: Beltz, 2021.'
ieee: 'J. Gerick and B. Eickelmann, “Schule und Lernen angesichts der Digitalisierung
– Konzepte und Befunde,” in Handbuch Lernen mit digitalen Medien, G. Brägger
and H.-G. Rolff, Eds. Weinheim: Beltz, 2021, pp. 60–79.'
mla: Gerick, Julia, and Birgit Eickelmann. “Schule und Lernen angesichts der Digitalisierung
– Konzepte und Befunde.” Handbuch Lernen mit digitalen Medien, edited by
Gerold Brägger and Hans-Günter Rolff, Beltz, 2021, pp. 60–79.
short: 'J. Gerick, B. Eickelmann, in: G. Brägger, H.-G. Rolff (Eds.), Handbuch Lernen
mit digitalen Medien, Beltz, Weinheim, 2021, pp. 60–79.'
date_created: 2021-12-20T13:21:12Z
date_updated: 2022-01-06T06:58:45Z
department:
- _id: '462'
editor:
- first_name: Gerold
full_name: Brägger, Gerold
last_name: Brägger
- first_name: Hans-Günter
full_name: Rolff, Hans-Günter
last_name: Rolff
language:
- iso: ger
page: 60-79
place: Weinheim
publication: Handbuch Lernen mit digitalen Medien
publisher: Beltz
status: public
title: Schule und Lernen angesichts der Digitalisierung – Konzepte und Befunde
type: book_chapter
user_id: '50923'
year: '2021'
...
---
_id: '29068'
author:
- first_name: Birgit
full_name: Eickelmann, Birgit
id: '40387'
last_name: Eickelmann
citation:
ama: Eickelmann B. Chancengerechter Zugang zum Lernen in der digitalen Welt. SchulVerwaltung
NRW Fachzeitschrift für Schulentwicklung und Schulmanagement. 2021;32(4):106-108.
apa: Eickelmann, B. (2021). Chancengerechter Zugang zum Lernen in der digitalen
Welt. SchulVerwaltung NRW. Fachzeitschrift für Schulentwicklung und Schulmanagement,
32(4), 106–108.
bibtex: '@article{Eickelmann_2021, title={Chancengerechter Zugang zum Lernen in
der digitalen Welt}, volume={32}, number={4}, journal={SchulVerwaltung NRW. Fachzeitschrift
für Schulentwicklung und Schulmanagement}, author={Eickelmann, Birgit}, year={2021},
pages={106–108} }'
chicago: 'Eickelmann, Birgit. “Chancengerechter Zugang zum Lernen in der digitalen
Welt.” SchulVerwaltung NRW. Fachzeitschrift für Schulentwicklung und Schulmanagement
32, no. 4 (2021): 106–8.'
ieee: B. Eickelmann, “Chancengerechter Zugang zum Lernen in der digitalen Welt,”
SchulVerwaltung NRW. Fachzeitschrift für Schulentwicklung und Schulmanagement,
vol. 32, no. 4, pp. 106–108, 2021.
mla: Eickelmann, Birgit. “Chancengerechter Zugang zum Lernen in der digitalen Welt.”
SchulVerwaltung NRW. Fachzeitschrift für Schulentwicklung und Schulmanagement,
vol. 32, no. 4, 2021, pp. 106–08.
short: B. Eickelmann, SchulVerwaltung NRW. Fachzeitschrift für Schulentwicklung
und Schulmanagement 32 (2021) 106–108.
date_created: 2021-12-20T13:22:04Z
date_updated: 2022-01-06T06:58:45Z
department:
- _id: '462'
intvolume: ' 32'
issue: '4'
language:
- iso: ger
page: 106-108
publication: SchulVerwaltung NRW. Fachzeitschrift für Schulentwicklung und Schulmanagement
status: public
title: Chancengerechter Zugang zum Lernen in der digitalen Welt
type: journal_article
user_id: '50923'
volume: 32
year: '2021'
...
---
_id: '29069'
author:
- first_name: Birgit
full_name: Eickelmann, Birgit
id: '40387'
last_name: Eickelmann
citation:
ama: 'Eickelmann B. Re-Definition der digitalisierungsbezogenen Schulleitungsfunktionen
in der Pandemie-Zeit und danach. PlanBD #2 Fachmagazin für Schule in der digitalen
Welt. Published online 2021.'
apa: 'Eickelmann, B. (2021). Re-Definition der digitalisierungsbezogenen Schulleitungsfunktionen
in der Pandemie-Zeit und danach. PlanBD #2. Fachmagazin für Schule in der digitalen
Welt.'
bibtex: '@article{Eickelmann_2021, title={Re-Definition der digitalisierungsbezogenen
Schulleitungsfunktionen in der Pandemie-Zeit und danach}, journal={PlanBD #2.
Fachmagazin für Schule in der digitalen Welt}, author={Eickelmann, Birgit}, year={2021}
}'
chicago: 'Eickelmann, Birgit. “Re-Definition der digitalisierungsbezogenen Schulleitungsfunktionen
in der Pandemie-Zeit und danach.” PlanBD #2. Fachmagazin für Schule in der
digitalen Welt, 2021.'
ieee: 'B. Eickelmann, “Re-Definition der digitalisierungsbezogenen Schulleitungsfunktionen
in der Pandemie-Zeit und danach,” PlanBD #2. Fachmagazin für Schule in der
digitalen Welt, 2021.'
mla: 'Eickelmann, Birgit. “Re-Definition der digitalisierungsbezogenen Schulleitungsfunktionen
in der Pandemie-Zeit und danach.” PlanBD #2. Fachmagazin für Schule in der
digitalen Welt, 2021.'
short: 'B. Eickelmann, PlanBD #2. Fachmagazin für Schule in der digitalen Welt (2021).'
date_created: 2021-12-20T13:24:24Z
date_updated: 2022-01-06T06:58:45Z
department:
- _id: '462'
language:
- iso: ger
publication: 'PlanBD #2. Fachmagazin für Schule in der digitalen Welt'
related_material:
link:
- relation: confirmation
url: https://www.forumbd.de/blog/re-definition-der-digitalisierungsbezogenen-schulleitungsfunktionen-in-der-pandemie-zeit-und-danach/
status: public
title: Re-Definition der digitalisierungsbezogenen Schulleitungsfunktionen in der
Pandemie-Zeit und danach
type: journal_article
user_id: '50923'
year: '2021'
...
---
_id: '29070'
author:
- first_name: Julia
full_name: Gerick, Julia
last_name: Gerick
- first_name: Birgit
full_name: Eickelmann, Birgit
id: '40387'
last_name: Eickelmann
- first_name: Barbara
full_name: Feldmann, Barbara
last_name: Feldmann
- first_name: Anne
full_name: Rothärmel, Anne
last_name: Rothärmel
citation:
ama: Gerick J, Eickelmann B, Feldmann B, Rothärmel A. GuTe DigiSchulen NRW. Zielsetzung
und Konzeption des qualitativen Vertiefungsprojekts zur Studie ICILS 2018 NRW
zu erfolgreichen digitalisierungsbezogenen Schulentwicklungsprozessen. SchulVerwaltung
NRW. 2021;32(6):176-179.
apa: Gerick, J., Eickelmann, B., Feldmann, B., & Rothärmel, A. (2021). GuTe
DigiSchulen NRW. Zielsetzung und Konzeption des qualitativen Vertiefungsprojekts
zur Studie ICILS 2018 NRW zu erfolgreichen digitalisierungsbezogenen Schulentwicklungsprozessen.
SchulVerwaltung NRW, 32(6), 176–179.
bibtex: '@article{Gerick_Eickelmann_Feldmann_Rothärmel_2021, title={GuTe DigiSchulen
NRW. Zielsetzung und Konzeption des qualitativen Vertiefungsprojekts zur Studie
ICILS 2018 NRW zu erfolgreichen digitalisierungsbezogenen Schulentwicklungsprozessen},
volume={32}, number={6}, journal={SchulVerwaltung NRW}, author={Gerick, Julia
and Eickelmann, Birgit and Feldmann, Barbara and Rothärmel, Anne}, year={2021},
pages={176–179} }'
chicago: 'Gerick, Julia, Birgit Eickelmann, Barbara Feldmann, and Anne Rothärmel.
“GuTe DigiSchulen NRW. Zielsetzung und Konzeption des qualitativen Vertiefungsprojekts
zur Studie ICILS 2018 NRW zu erfolgreichen digitalisierungsbezogenen Schulentwicklungsprozessen.”
SchulVerwaltung NRW 32, no. 6 (2021): 176–79.'
ieee: J. Gerick, B. Eickelmann, B. Feldmann, and A. Rothärmel, “GuTe DigiSchulen
NRW. Zielsetzung und Konzeption des qualitativen Vertiefungsprojekts zur Studie
ICILS 2018 NRW zu erfolgreichen digitalisierungsbezogenen Schulentwicklungsprozessen,”
SchulVerwaltung NRW, vol. 32, no. 6, pp. 176–179, 2021.
mla: Gerick, Julia, et al. “GuTe DigiSchulen NRW. Zielsetzung und Konzeption des
qualitativen Vertiefungsprojekts zur Studie ICILS 2018 NRW zu erfolgreichen digitalisierungsbezogenen
Schulentwicklungsprozessen.” SchulVerwaltung NRW, vol. 32, no. 6, 2021,
pp. 176–79.
short: J. Gerick, B. Eickelmann, B. Feldmann, A. Rothärmel, SchulVerwaltung NRW
32 (2021) 176–179.
date_created: 2021-12-20T13:27:50Z
date_updated: 2022-01-06T06:58:45Z
department:
- _id: '462'
intvolume: ' 32'
issue: '6'
language:
- iso: ger
page: 176-179
publication: SchulVerwaltung NRW
status: public
title: GuTe DigiSchulen NRW. Zielsetzung und Konzeption des qualitativen Vertiefungsprojekts
zur Studie ICILS 2018 NRW zu erfolgreichen digitalisierungsbezogenen Schulentwicklungsprozessen
type: journal_article
user_id: '50923'
volume: 32
year: '2021'
...
---
_id: '29150'
abstract:
- lang: eng
text: Robotics applications process large amounts of data in real time and require
compute platforms that provide high performance and energy efficiency. FPGAs are
well suited for many of these applications, but there is a reluctance in the robotics
community to use hardware acceleration due to increased design complexity and
a lack of consistent programming models across the software/hardware boundary.
In this article, we present ReconROS, a framework that integrates the widely used
robot operating system (ROS) with ReconOS, which features multithreaded programming
of hardware and software threads for reconfigurable computers. This unique combination
gives ROS 2 developers the flexibility to transparently accelerate parts of their
robotics applications in hardware. We elaborate on the architecture and the design
flow for ReconROS and report on a set of experiments that underline the feasibility
and flexibility of our approach.
author:
- first_name: Christian
full_name: Lienen, Christian
id: '60323'
last_name: Lienen
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: Lienen C, Platzner M. Design of Distributed Reconfigurable Robotics Systems
with ReconROS. ACM Transactions on Reconfigurable Technology and Systems.
Published online 2021:1-20. doi:10.1145/3494571
apa: Lienen, C., & Platzner, M. (2021). Design of Distributed Reconfigurable
Robotics Systems with ReconROS. ACM Transactions on Reconfigurable Technology
and Systems, 1–20. https://doi.org/10.1145/3494571
bibtex: '@article{Lienen_Platzner_2021, title={Design of Distributed Reconfigurable
Robotics Systems with ReconROS}, DOI={10.1145/3494571},
journal={ACM Transactions on Reconfigurable Technology and Systems}, author={Lienen,
Christian and Platzner, Marco}, year={2021}, pages={1–20} }'
chicago: Lienen, Christian, and Marco Platzner. “Design of Distributed Reconfigurable
Robotics Systems with ReconROS.” ACM Transactions on Reconfigurable Technology
and Systems, 2021, 1–20. https://doi.org/10.1145/3494571.
ieee: 'C. Lienen and M. Platzner, “Design of Distributed Reconfigurable Robotics
Systems with ReconROS,” ACM Transactions on Reconfigurable Technology and Systems,
pp. 1–20, 2021, doi: 10.1145/3494571.'
mla: Lienen, Christian, and Marco Platzner. “Design of Distributed Reconfigurable
Robotics Systems with ReconROS.” ACM Transactions on Reconfigurable Technology
and Systems, 2021, pp. 1–20, doi:10.1145/3494571.
short: C. Lienen, M. Platzner, ACM Transactions on Reconfigurable Technology and
Systems (2021) 1–20.
date_created: 2022-01-04T08:30:10Z
date_updated: 2022-01-06T06:58:46Z
department:
- _id: '78'
doi: 10.1145/3494571
language:
- iso: eng
page: 1-20
publication: ACM Transactions on Reconfigurable Technology and Systems
publication_identifier:
issn:
- 1936-7406
- 1936-7414
publication_status: published
status: public
title: Design of Distributed Reconfigurable Robotics Systems with ReconROS
type: journal_article
user_id: '60323'
year: '2021'
...
---
_id: '29151'
abstract:
- lang: eng
text: Automation becomes a vital part in the High-Performance computing system in
situational dynamics to take the decisions on the fly. Heterogeneous compute nodes
consist of computing resources such as CPU, GPU and FPGA and are the important
components of the high-performance computing system that can adapt the automation
to achieve the given goal. While implanting automation in the computing resources,
management of the resources is one of the essential aspects that need to be taken
care of. Tasks are continuously executed on the resources using its unique characteristics.
Effective scheduling is essential to make the best use of the characteristics
provided by each resource. Scheduling enables the execution of each task by allocating
resources so that they take advantage of all the characteristics of the compute
resources. Various scheduling heuristics can be used to create effective scheduling,
which might require the execution time to schedule the task efficiently. Providing
actual execution time is not possible in many cases; hence we can provide the
estimations for the actual execution time . The purpose of this master's thesis
is to design a predictive model or system that estimates the execution time required
to execute tasks using historical execution time data on the heterogeneous compute
nodes. In this thesis, regression techniques(SGD Regressor, Passive-Aggressive
Regressor, MLP Regressor, and XCSF Regressor) are compared in terms of their prediction
accuracy in order to determine which technique produces reliable predictions for
the execution time. These estimations must be generated in an online learning
environment in which data points arrive in any sequence, one by one, and the regression
model must learn from them. After evaluating the regression algorithms, it is
seen that the XCSF regressor provides the highest overall prediction accuracy
for the supplied data sets. The regression technique's parameters also play a
significant role in achieving an acceptable prediction accuracy. As a remark,
when using online learning in regression analysis, the accuracy depends upon both
the order of sequential data points that are coming to train the model and the
parameter configuration for each regression technique.
author:
- first_name: Chinmay
full_name: Kashikar, Chinmay
last_name: Kashikar
citation:
ama: Kashikar C. A Comparison of Machine Learning Techniques for the On-Line
Characterization of Tasks Executed on Heterogeneous Compute Nodes. Paderborn
University; 2021.
apa: Kashikar, C. (2021). A Comparison of Machine Learning Techniques for the
On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes.
Paderborn University.
bibtex: '@book{Kashikar_2021, place={Paderborn}, title={A Comparison of Machine
Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous
Compute Nodes}, publisher={Paderborn University}, author={Kashikar, Chinmay},
year={2021} }'
chicago: 'Kashikar, Chinmay. A Comparison of Machine Learning Techniques for
the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes.
Paderborn: Paderborn University, 2021.'
ieee: 'C. Kashikar, A Comparison of Machine Learning Techniques for the On-line
Characterization of Tasks Executed on Heterogeneous Compute Nodes. Paderborn:
Paderborn University, 2021.'
mla: Kashikar, Chinmay. A Comparison of Machine Learning Techniques for the On-Line
Characterization of Tasks Executed on Heterogeneous Compute Nodes. Paderborn
University, 2021.
short: C. Kashikar, A Comparison of Machine Learning Techniques for the On-Line
Characterization of Tasks Executed on Heterogeneous Compute Nodes, Paderborn University,
Paderborn, 2021.
date_created: 2022-01-04T09:24:52Z
date_updated: 2022-01-06T06:58:46Z
department:
- _id: '78'
language:
- iso: eng
place: Paderborn
project:
- _id: '14'
name: SFB 901 - Subproject C2
- _id: '4'
name: SFB 901 - Project Area C
- _id: '1'
name: SFB 901
publisher: Paderborn University
status: public
supervisor:
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
- first_name: Tim
full_name: Hansmeier, Tim
id: '49992'
last_name: Hansmeier
orcid: 0000-0003-1377-3339
title: A Comparison of Machine Learning Techniques for the On-line Characterization
of Tasks Executed on Heterogeneous Compute Nodes
type: mastersthesis
user_id: '49992'
year: '2021'
...
---
_id: '29153'
citation:
ama: Eke NO, Famula M, eds. Ästhetik im Vormärz. Aisthesis ; 2021.
apa: Eke, N. O., & Famula, M. (Eds.). (2021). Ästhetik im Vormärz. Aisthesis
.
bibtex: '@book{Eke_Famula_2021, place={Bielefeld}, title={Ästhetik im Vormärz.},
publisher={Aisthesis }, year={2021} }'
chicago: 'Eke, Norbert Otto, and Marta Famula, eds. Ästhetik im Vormärz.
Bielefeld: Aisthesis , 2021.'
ieee: 'N. O. Eke and M. Famula, Eds., Ästhetik im Vormärz. Bielefeld: Aisthesis
, 2021.'
mla: Eke, Norbert Otto, and Marta Famula, editors. Ästhetik im Vormärz. Aisthesis
, 2021.
short: N.O. Eke, M. Famula, eds., Ästhetik im Vormärz., Aisthesis , Bielefeld,
2021.
date_created: 2022-01-05T12:11:22Z
date_updated: 2022-01-06T06:58:46Z
department:
- _id: '5'
editor:
- first_name: Norbert Otto
full_name: Eke, Norbert Otto
id: '104'
last_name: Eke
- first_name: 'Marta '
full_name: 'Famula, Marta '
last_name: Famula
language:
- iso: ger
page: '452 '
place: Bielefeld
publication_status: published
publisher: 'Aisthesis '
status: public
title: Ästhetik im Vormärz.
type: book_editor
user_id: '104'
year: '2021'
...
---
_id: '29159'
author:
- first_name: Norbert
full_name: Eke, Norbert
id: '104'
last_name: Eke
citation:
ama: Eke N. Der ‚Grund‘ des Erzählens. Norbert Scheuers „Reigen aus unendlich vielen
vergessenen Geschichten“. . Schatten aus den Felswänden Eine Hommage an Norbert
Scheuer und die Eifel Hg von Andreas Erb und Christof Hamann. Published online
2021:S. 216-227.
apa: Eke, N. (2021). Der ‚Grund‘ des Erzählens. Norbert Scheuers „Reigen aus unendlich
vielen vergessenen Geschichten“. . Schatten aus den Felswänden. Eine Hommage
an Norbert Scheuer und die Eifel. Hg. von Andreas Erb und Christof Hamann,
S. 216-227.
bibtex: '@article{Eke_2021, title={Der ‚Grund‘ des Erzählens. Norbert Scheuers „Reigen
aus unendlich vielen vergessenen Geschichten“. }, journal={Schatten aus den Felswänden.
Eine Hommage an Norbert Scheuer und die Eifel. Hg. von Andreas Erb und Christof
Hamann}, publisher={Wallstein Göttingen: }, author={Eke, Norbert}, year={2021},
pages={S. 216-227.} }'
chicago: Eke, Norbert. “Der ‚Grund‘ des Erzählens. Norbert Scheuers „Reigen aus
unendlich vielen vergessenen Geschichten“. .” Schatten aus den Felswänden.
Eine Hommage an Norbert Scheuer und die Eifel. Hg. von Andreas Erb und Christof
Hamann, 2021, S. 216-227.
ieee: N. Eke, “Der ‚Grund‘ des Erzählens. Norbert Scheuers „Reigen aus unendlich
vielen vergessenen Geschichten“. ,” Schatten aus den Felswänden. Eine Hommage
an Norbert Scheuer und die Eifel. Hg. von Andreas Erb und Christof Hamann,
p. S. 216-227., 2021.
mla: 'Eke, Norbert. “Der ‚Grund‘ des Erzählens. Norbert Scheuers „Reigen aus unendlich
vielen vergessenen Geschichten“. .” Schatten aus den Felswänden. Eine Hommage
an Norbert Scheuer und die Eifel. Hg. von Andreas Erb und Christof Hamann,
Wallstein Göttingen: , 2021, p. S. 216-227.'
short: N. Eke, Schatten aus den Felswänden. Eine Hommage an Norbert Scheuer und
die Eifel. Hg. von Andreas Erb und Christof Hamann (2021) S. 216-227.
date_created: 2022-01-05T12:40:28Z
date_updated: 2022-01-06T06:58:46Z
department:
- _id: '5'
language:
- iso: ger
page: S. 216-227.
publication: Schatten aus den Felswänden. Eine Hommage an Norbert Scheuer und die
Eifel. Hg. von Andreas Erb und Christof Hamann
publication_status: published
publisher: 'Wallstein Göttingen: '
status: public
title: 'Der ‚Grund‘ des Erzählens. Norbert Scheuers „Reigen aus unendlich vielen vergessenen
Geschichten“. '
type: journal_article
user_id: '104'
year: '2021'
...
---
_id: '29160'
author:
- first_name: Norbert
full_name: Eke, Norbert
id: '104'
last_name: Eke
citation:
ama: 'Eke N. Mit Schere und Kleber. Herta Müllers Inszenierungen von Text-Bild-Räumen.
die horen Zeitschrift für Literatur, Kunst und Kritik 66 (2021), Ausgabe 284:
Furchtlos schreiben Das Politische 1. 2021;66(284):S. 99-104.'
apa: 'Eke, N. (2021). Mit Schere und Kleber. Herta Müllers Inszenierungen von Text-Bild-Räumen.
Die Horen. Zeitschrift Für Literatur, Kunst Und Kritik 66 (2021), Ausgabe 284:
Furchtlos Schreiben. Das Politische 1, 66(284), S. 99-104.'
bibtex: '@article{Eke_2021, title={Mit Schere und Kleber. Herta Müllers Inszenierungen
von Text-Bild-Räumen}, volume={66}, number={284}, journal={die horen. Zeitschrift
für Literatur, Kunst und Kritik 66 (2021), Ausgabe 284: Furchtlos schreiben. Das
Politische 1}, author={Eke, Norbert}, year={2021}, pages={S. 99-104.} }'
chicago: 'Eke, Norbert. “Mit Schere Und Kleber. Herta Müllers Inszenierungen von
Text-Bild-Räumen.” Die Horen. Zeitschrift Für Literatur, Kunst Und Kritik 66
(2021), Ausgabe 284: Furchtlos Schreiben. Das Politische 1 66, no. 284 (2021):
S. 99-104.'
ieee: 'N. Eke, “Mit Schere und Kleber. Herta Müllers Inszenierungen von Text-Bild-Räumen,”
die horen. Zeitschrift für Literatur, Kunst und Kritik 66 (2021), Ausgabe 284:
Furchtlos schreiben. Das Politische 1, vol. 66, no. 284, p. S. 99-104., 2021.'
mla: 'Eke, Norbert. “Mit Schere Und Kleber. Herta Müllers Inszenierungen von Text-Bild-Räumen.”
Die Horen. Zeitschrift Für Literatur, Kunst Und Kritik 66 (2021), Ausgabe 284:
Furchtlos Schreiben. Das Politische 1, vol. 66, no. 284, 2021, p. S. 99-104.'
short: 'N. Eke, Die Horen. Zeitschrift Für Literatur, Kunst Und Kritik 66 (2021),
Ausgabe 284: Furchtlos Schreiben. Das Politische 1 66 (2021) S. 99-104.'
date_created: 2022-01-05T13:00:30Z
date_updated: 2022-01-06T06:58:46Z
intvolume: ' 66'
issue: '284'
language:
- iso: eng
page: S. 99-104.
publication: 'die horen. Zeitschrift für Literatur, Kunst und Kritik 66 (2021), Ausgabe
284: Furchtlos schreiben. Das Politische 1'
status: public
title: Mit Schere und Kleber. Herta Müllers Inszenierungen von Text-Bild-Räumen
type: journal_article
user_id: '104'
volume: 66
year: '2021'
...