---
_id: '13128'
author:
- first_name: Henrik
full_name: Bröcher, Henrik
id: '41047'
last_name: Bröcher
citation:
ama: Bröcher H. Rational Secure Multiparty Computation. Universität Paderborn;
2019.
apa: Bröcher, H. (2019). Rational Secure Multiparty Computation. Universität
Paderborn.
bibtex: '@book{Bröcher_2019, title={Rational Secure Multiparty Computation}, publisher={Universität
Paderborn}, author={Bröcher, Henrik}, year={2019} }'
chicago: Bröcher, Henrik. Rational Secure Multiparty Computation. Universität
Paderborn, 2019.
ieee: H. Bröcher, Rational Secure Multiparty Computation. Universität Paderborn,
2019.
mla: Bröcher, Henrik. Rational Secure Multiparty Computation. Universität
Paderborn, 2019.
short: H. Bröcher, Rational Secure Multiparty Computation, Universität Paderborn,
2019.
date_created: 2019-09-04T08:04:12Z
date_updated: 2022-01-06T06:51:28Z
ddc:
- '000'
department:
- _id: '64'
extern: '1'
file:
- access_level: open_access
content_type: application/pdf
creator: bhenrik
date_created: 2019-09-04T07:59:31Z
date_updated: 2020-10-30T15:59:34Z
file_id: '13129'
file_name: thesis_broecher.pdf
file_size: 746819
relation: main_file
file_date_updated: 2020-10-30T15:59:34Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '13'
name: SFB 901 - Subproject C1
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: Rational Secure Multiparty Computation
type: mastersthesis
user_id: '25078'
year: '2019'
...
---
_id: '13138'
abstract:
- lang: eng
text: "Mobile app stores like Apple's AppStore or Google's PlayStore are highly
competitive markets for third-party developers wanting to develop successful applications.
During the development process, many developers focus on the multitude of product
functions but neglect the business model as an equally important part. As a result,
developers often fail to meet customer needs, leading to unnecessary development
costs and poor market penetration. This, in turn, raises the question of how we
intertwine the business model and product functions during the development process
to ensure a better alignment between the two.\r\nIn this paper, we show this intertwined
development by adapting the concept of Twin Peaks to the business model and product
functions. Based on feature modeling as an abstraction layer, we introduce the
concept of a Business Model Decision Line (BMDL) to structure the business model
decisions and their relation to product functions structured in a Software Product
Line (SPL). The basis of our feature models is the analysis of top listed applications
in the app stores of Apple and Google. To create and modify both models, we provide
an incremental feature structuring and iterative feature selection process. This
combination of abstraction layer and development process supports third-party
developers to build successful applications both from a business and a product
perspective. \r\n"
author:
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Florian
full_name: Rittmeier, Florian
id: '5281'
last_name: Rittmeier
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Gottschalk S, Rittmeier F, Engels G. Intertwined Development of Business Model
and Product Functions for Mobile Applications: A Twin Peak Feature Modeling Approach.
In: Hyrynsalmi S, Suoranta M, Nguyen-Duc A, Tyrväinen P, Abrahamsson P, eds. Software
Business. Vol 370. Lecture Notes in Business Information Processing. Cham:
Springer International Publishing; 2019:192-207. doi:10.1007/978-3-030-33742-1_16'
apa: 'Gottschalk, S., Rittmeier, F., & Engels, G. (2019). Intertwined Development
of Business Model and Product Functions for Mobile Applications: A Twin Peak Feature
Modeling Approach. In S. Hyrynsalmi, M. Suoranta, A. Nguyen-Duc, P. Tyrväinen,
& P. Abrahamsson (Eds.), Software Business (Vol. 370, pp. 192–207).
Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-33742-1_16'
bibtex: '@inproceedings{Gottschalk_Rittmeier_Engels_2019, place={Cham}, series={Lecture
Notes in Business Information Processing}, title={Intertwined Development of Business
Model and Product Functions for Mobile Applications: A Twin Peak Feature Modeling
Approach}, volume={370}, DOI={10.1007/978-3-030-33742-1_16},
number={1}, booktitle={Software Business}, publisher={Springer International Publishing},
author={Gottschalk, Sebastian and Rittmeier, Florian and Engels, Gregor}, editor={Hyrynsalmi,
Sami and Suoranta, Mari and Nguyen-Duc, Anh and Tyrväinen, Pasi and Abrahamsson,
PekkaEditors}, year={2019}, pages={192–207}, collection={Lecture Notes in Business
Information Processing} }'
chicago: 'Gottschalk, Sebastian, Florian Rittmeier, and Gregor Engels. “Intertwined
Development of Business Model and Product Functions for Mobile Applications: A
Twin Peak Feature Modeling Approach.” In Software Business, edited by Sami
Hyrynsalmi, Mari Suoranta, Anh Nguyen-Duc, Pasi Tyrväinen, and Pekka Abrahamsson,
370:192–207. Lecture Notes in Business Information Processing. Cham: Springer
International Publishing, 2019. https://doi.org/10.1007/978-3-030-33742-1_16.'
ieee: 'S. Gottschalk, F. Rittmeier, and G. Engels, “Intertwined Development of Business
Model and Product Functions for Mobile Applications: A Twin Peak Feature Modeling
Approach,” in Software Business, Jyväskylä, 2019, vol. 370, no. 1, pp.
192–207.'
mla: 'Gottschalk, Sebastian, et al. “Intertwined Development of Business Model and
Product Functions for Mobile Applications: A Twin Peak Feature Modeling Approach.”
Software Business, edited by Sami Hyrynsalmi et al., vol. 370, no. 1, Springer
International Publishing, 2019, pp. 192–207, doi:10.1007/978-3-030-33742-1_16.'
short: 'S. Gottschalk, F. Rittmeier, G. Engels, in: S. Hyrynsalmi, M. Suoranta,
A. Nguyen-Duc, P. Tyrväinen, P. Abrahamsson (Eds.), Software Business, Springer
International Publishing, Cham, 2019, pp. 192–207.'
conference:
end_date: 2019-11-20
location: ' Jyväskylä'
name: 10th International Conference on Software Business
start_date: 2019-11-18
date_created: 2019-09-04T21:23:07Z
date_updated: 2022-01-06T06:51:29Z
ddc:
- '000'
department:
- _id: '66'
doi: 10.1007/978-3-030-33742-1_16
editor:
- first_name: Sami
full_name: Hyrynsalmi, Sami
last_name: Hyrynsalmi
- first_name: Mari
full_name: Suoranta, Mari
last_name: Suoranta
- first_name: Anh
full_name: Nguyen-Duc, Anh
last_name: Nguyen-Duc
- first_name: Pasi
full_name: Tyrväinen, Pasi
last_name: Tyrväinen
- first_name: Pekka
full_name: Abrahamsson, Pekka
last_name: Abrahamsson
file:
- access_level: open_access
content_type: application/pdf
creator: sego
date_created: 2019-11-14T14:48:42Z
date_updated: 2019-12-06T13:47:25Z
file_id: '14989'
file_name: ICSOB.pdf
file_size: 391814
relation: main_file
file_date_updated: 2019-12-06T13:47:25Z
has_accepted_license: '1'
intvolume: ' 370'
issue: '1'
keyword:
- Intertwined Development
- Twin Peaks
- Feature Model
- Business Model
- Product Functions
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/chapter/10.1007/978-3-030-33742-1_16
oa: '1'
page: 192-207
place: Cham
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication: Software Business
publication_identifier:
unknown:
- 978-3-030-33741-4
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Business Information Processing
status: public
title: 'Intertwined Development of Business Model and Product Functions for Mobile
Applications: A Twin Peak Feature Modeling Approach'
type: conference
user_id: '47208'
volume: 370
year: '2019'
...
---
_id: '13139'
citation:
ama: 'Rezat S, Fan L, Hattermann M, Schumacher J, Wuschke H, eds. Proceedings
of the Third International Conference on Mathematics Textbook Research and Development:
16-19 September 2019 Paderborn, Germany. Paderborn: Universitätsbibliothek
Paderborn; 2019. doi:10.17619/UNIPB/1-768'
apa: 'Rezat, S., Fan, L., Hattermann, M., Schumacher, J., & Wuschke, H. (Eds.).
(2019). Proceedings of the Third International Conference on Mathematics Textbook
Research and Development: 16-19 September 2019 Paderborn, Germany. Presented
at the Third International Conference on Mathematics Textbook Research and Development,
Paderborn: Universitätsbibliothek Paderborn. https://doi.org/10.17619/UNIPB/1-768'
bibtex: '@book{Rezat_Fan_Hattermann_Schumacher_Wuschke_2019, place={Paderborn},
title={Proceedings of the Third International Conference on Mathematics Textbook
Research and Development: 16-19 September 2019 Paderborn, Germany}, DOI={10.17619/UNIPB/1-768},
publisher={Universitätsbibliothek Paderborn}, year={2019} }'
chicago: 'Rezat, Sebastian, Lianghuo Fan, Mathias Hattermann, Jan Schumacher, and
Holger Wuschke, eds. Proceedings of the Third International Conference on Mathematics
Textbook Research and Development: 16-19 September 2019 Paderborn, Germany.
Paderborn: Universitätsbibliothek Paderborn, 2019. https://doi.org/10.17619/UNIPB/1-768.'
ieee: 'S. Rezat, L. Fan, M. Hattermann, J. Schumacher, and H. Wuschke, Eds., Proceedings
of the Third International Conference on Mathematics Textbook Research and Development:
16-19 September 2019 Paderborn, Germany. Paderborn: Universitätsbibliothek
Paderborn, 2019.'
mla: 'Rezat, Sebastian, et al., editors. Proceedings of the Third International
Conference on Mathematics Textbook Research and Development: 16-19 September 2019
Paderborn, Germany. Universitätsbibliothek Paderborn, 2019, doi:10.17619/UNIPB/1-768.'
short: 'S. Rezat, L. Fan, M. Hattermann, J. Schumacher, H. Wuschke, eds., Proceedings
of the Third International Conference on Mathematics Textbook Research and Development:
16-19 September 2019 Paderborn, Germany, Universitätsbibliothek Paderborn, Paderborn,
2019.'
conference:
end_date: 2019-09-19
location: Paderborn
name: Third International Conference on Mathematics Textbook Research and Development
start_date: 2019-09-16
date_created: 2019-09-05T12:13:20Z
date_updated: 2022-01-06T06:51:29Z
department:
- _id: '360'
- _id: '98'
doi: 10.17619/UNIPB/1-768
editor:
- first_name: Sebastian
full_name: Rezat, Sebastian
last_name: Rezat
- first_name: Lianghuo
full_name: Fan, Lianghuo
last_name: Fan
- first_name: Mathias
full_name: Hattermann, Mathias
last_name: Hattermann
- first_name: Jan
full_name: Schumacher, Jan
id: '26809'
last_name: Schumacher
orcid: 0000-0002-6676-9774
- first_name: Holger
full_name: Wuschke, Holger
last_name: Wuschke
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.17619/UNIPB/1-768
oa: '1'
page: '392'
place: Paderborn
publication_status: published
publisher: Universitätsbibliothek Paderborn
status: public
title: 'Proceedings of the Third International Conference on Mathematics Textbook
Research and Development: 16-19 September 2019 Paderborn, Germany'
type: book_editor
user_id: '26809'
year: '2019'
...
---
_id: '13271'
abstract:
- lang: eng
text: Automatic meeting analysis comprises the tasks of speaker counting, speaker
diarization, and the separation of overlapped speech, followed by automatic speech
recognition. This all has to be carried out on arbitrarily long sessions and,
ideally, in an online or block-online manner. While significant progress has been
made on individual tasks, this paper presents for the first time an all-neural
approach to simultaneous speaker counting, diarization and source separation.
The NN-based estimator operates in a block-online fashion and tracks speakers
even if they remain silent for a number of time blocks, thus learning a stable
output order for the separated sources. The neural network is recurrent over time
as well as over the number of sources. The simulation experiments show that state
of the art separation performance is achieved, while at the same time delivering
good diarization and source counting results. It even generalizes well to an unseen
large number of blocks.
author:
- first_name: Thilo
full_name: von Neumann, Thilo
last_name: von Neumann
- first_name: Keisuke
full_name: Kinoshita, Keisuke
last_name: Kinoshita
- first_name: Marc
full_name: Delcroix, Marc
last_name: Delcroix
- first_name: Shoko
full_name: Araki, Shoko
last_name: Araki
- first_name: Tomohiro
full_name: Nakatani, Tomohiro
last_name: Nakatani
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'von Neumann T, Kinoshita K, Delcroix M, Araki S, Nakatani T, Haeb-Umbach R.
All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis.
In: ICASSP 2019, Brighton, UK. ; 2019.'
apa: von Neumann, T., Kinoshita, K., Delcroix, M., Araki, S., Nakatani, T., &
Haeb-Umbach, R. (2019). All-neural Online Source Separation, Counting, and Diarization
for Meeting Analysis. In ICASSP 2019, Brighton, UK.
bibtex: '@inproceedings{von Neumann_Kinoshita_Delcroix_Araki_Nakatani_Haeb-Umbach_2019,
title={All-neural Online Source Separation, Counting, and Diarization for Meeting
Analysis}, booktitle={ICASSP 2019, Brighton, UK}, author={von Neumann, Thilo and
Kinoshita, Keisuke and Delcroix, Marc and Araki, Shoko and Nakatani, Tomohiro
and Haeb-Umbach, Reinhold}, year={2019} }'
chicago: Neumann, Thilo von, Keisuke Kinoshita, Marc Delcroix, Shoko Araki, Tomohiro
Nakatani, and Reinhold Haeb-Umbach. “All-Neural Online Source Separation, Counting,
and Diarization for Meeting Analysis.” In ICASSP 2019, Brighton, UK, 2019.
ieee: T. von Neumann, K. Kinoshita, M. Delcroix, S. Araki, T. Nakatani, and R. Haeb-Umbach,
“All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis,”
in ICASSP 2019, Brighton, UK, 2019.
mla: von Neumann, Thilo, et al. “All-Neural Online Source Separation, Counting,
and Diarization for Meeting Analysis.” ICASSP 2019, Brighton, UK, 2019.
short: 'T. von Neumann, K. Kinoshita, M. Delcroix, S. Araki, T. Nakatani, R. Haeb-Umbach,
in: ICASSP 2019, Brighton, UK, 2019.'
date_created: 2019-09-18T08:20:50Z
date_updated: 2022-01-06T06:51:31Z
ddc:
- '000'
department:
- _id: '54'
file:
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2019-09-18T08:28:39Z
date_updated: 2019-09-19T07:05:57Z
file_id: '13272'
file_name: ICASSP_2019_Neumann_Paper.pdf
file_size: 126453
relation: main_file
file_date_updated: 2019-09-19T07:05:57Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
publication: ICASSP 2019, Brighton, UK
status: public
title: All-neural Online Source Separation, Counting, and Diarization for Meeting
Analysis
type: conference
user_id: '59789'
year: '2019'
...
---
_id: '13292'
abstract:
- lang: eng
text: "Building on 5G and network function virtualization (NFV), smart manufacturing
has the potential to drastically increase productivity, reduce cost, and introduce
novel, flexible manufacturing services. Current work mostly focuses on high-level
scenarios or emulation-based prototype deployments. \r\n\r\nExtending our previous
work, we showcase one of the first cloud-native 5G verticals focusing on the deployment
of smart manufacturing use cases on production infrastructure. In particular,
we use the 5GTANGO service platform to deploy our developed network services on
Kubernetes. For this demo, we implemented a series of cloud-native virtualized
network functions (VNFs) and created suitable service descriptors. Their light-weight,
stateless deployment on Kubernetes enables quick instantiation, scalability, and
robustness."
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Kai
full_name: Hannemann, Kai
last_name: Hannemann
- first_name: Daniel
full_name: Behnke, Daniel
last_name: Behnke
- first_name: Marcel
full_name: Müller, Marcel
last_name: Müller
- first_name: Patrick-Benjamin
full_name: Bök, Patrick-Benjamin
last_name: Bök
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Schneider SB, Peuster M, Hannemann K, et al. “Producing Cloud-Native”: Smart
Manufacturing Use Cases on Kubernetes. In: IEEE Conference on Network Function
Virtualization and Software Defined Networks (NFV-SDN) Demo Track. Dallas,
TX, USA: IEEE; 2019.'
apa: 'Schneider, S. B., Peuster, M., Hannemann, K., Behnke, D., Müller, M., Bök,
P.-B., & Karl, H. (2019). “Producing Cloud-Native”: Smart Manufacturing Use
Cases on Kubernetes. In IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN) Demo Track. Dallas, TX, USA: IEEE.'
bibtex: '@inproceedings{Schneider_Peuster_Hannemann_Behnke_Müller_Bök_Karl_2019,
place={Dallas, TX, USA}, title={“Producing Cloud-Native”: Smart Manufacturing
Use Cases on Kubernetes}, booktitle={IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN) Demo Track}, publisher={IEEE}, author={Schneider,
Stefan Balthasar and Peuster, Manuel and Hannemann, Kai and Behnke, Daniel and
Müller, Marcel and Bök, Patrick-Benjamin and Karl, Holger}, year={2019} }'
chicago: 'Schneider, Stefan Balthasar, Manuel Peuster, Kai Hannemann, Daniel Behnke,
Marcel Müller, Patrick-Benjamin Bök, and Holger Karl. “‘Producing Cloud-Native’:
Smart Manufacturing Use Cases on Kubernetes.” In IEEE Conference on Network
Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track.
Dallas, TX, USA: IEEE, 2019.'
ieee: 'S. B. Schneider et al., “‘Producing Cloud-Native’: Smart Manufacturing
Use Cases on Kubernetes,” in IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN) Demo Track, Dallas, TX, USA, 2019.'
mla: 'Schneider, Stefan Balthasar, et al. “‘Producing Cloud-Native’: Smart Manufacturing
Use Cases on Kubernetes.” IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN) Demo Track, IEEE, 2019.'
short: 'S.B. Schneider, M. Peuster, K. Hannemann, D. Behnke, M. Müller, P.-B. Bök,
H. Karl, in: IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN) Demo Track, IEEE, Dallas, TX, USA, 2019.'
conference:
location: Dallas, TX, USA
name: 2019 IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN) Demo Track
date_created: 2019-09-19T07:17:46Z
date_updated: 2022-01-06T06:51:32Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2019-09-19T07:17:41Z
date_updated: 2019-09-19T07:17:41Z
file_id: '13293'
file_name: preprint_ris.pdf
file_size: 182136
relation: main_file
file_date_updated: 2019-09-19T07:17:41Z
has_accepted_license: '1'
keyword:
- 5G
- NFV
- Smart Manufacturing
- Cloud-Native
- Kubernetes
language:
- iso: eng
oa: '1'
place: Dallas, TX, USA
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
- _id: '28'
grant_number: '761493'
name: 5G Development and validation platform for global industry-specific network
services and Apps
publication: IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN) Demo Track
publisher: IEEE
status: public
title: '"Producing Cloud-Native": Smart Manufacturing Use Cases on Kubernetes'
type: conference
user_id: '35343'
year: '2019'
...
---
_id: '13443'
abstract:
- lang: eng
text: "This work considers the problem of control and resource allocation in networked\r\nsystems.
To this end, we present DIRA a Deep reinforcement learning based Iterative Resource\r\nAllocation
algorithm, which is scalable and control-aware. Our algorithm is tailored towards\r\nlarge-scale
problems where control and scheduling need to act jointly to optimize performance.\r\nDIRA
can be used to schedule general time-domain optimization based controllers. In
the present\r\nwork, we focus on control designs based on suitably adapted linear
quadratic regulators. We\r\napply our algorithm to networked systems with correlated
fading communication channels. Our\r\nsimulations show that DIRA scales well to
large scheduling problems."
author:
- first_name: Adrian
full_name: Redder, Adrian
id: '52265'
last_name: Redder
orcid: https://orcid.org/0000-0001-7391-4688
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Daniel
full_name: Quevedo, Daniel
last_name: Quevedo
citation:
ama: 'Redder A, Ramaswamy A, Quevedo D. Deep reinforcement learning for scheduling
in large-scale networked control systems. In: Proceedings of the 8th IFAC Workshop
on Distributed Estimation and Control in Networked Systems. ; 2019.'
apa: Redder, A., Ramaswamy, A., & Quevedo, D. (2019). Deep reinforcement learning
for scheduling in large-scale networked control systems. In Proceedings of
the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems.
Chicago, USA.
bibtex: '@inproceedings{Redder_Ramaswamy_Quevedo_2019, title={Deep reinforcement
learning for scheduling in large-scale networked control systems}, booktitle={Proceedings
of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems},
author={Redder, Adrian and Ramaswamy, Arunselvan and Quevedo, Daniel}, year={2019}
}'
chicago: Redder, Adrian, Arunselvan Ramaswamy, and Daniel Quevedo. “Deep Reinforcement
Learning for Scheduling in Large-Scale Networked Control Systems.” In Proceedings
of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems,
2019.
ieee: A. Redder, A. Ramaswamy, and D. Quevedo, “Deep reinforcement learning for
scheduling in large-scale networked control systems,” in Proceedings of the
8th IFAC Workshop on Distributed Estimation and Control in Networked Systems,
Chicago, USA, 2019.
mla: Redder, Adrian, et al. “Deep Reinforcement Learning for Scheduling in Large-Scale
Networked Control Systems.” Proceedings of the 8th IFAC Workshop on Distributed
Estimation and Control in Networked Systems, 2019.
short: 'A. Redder, A. Ramaswamy, D. Quevedo, in: Proceedings of the 8th IFAC Workshop
on Distributed Estimation and Control in Networked Systems, 2019.'
conference:
end_date: 2019-09-17
location: Chicago, USA
name: 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems
- NECSYS 2019
start_date: 2019-09-16
date_created: 2019-09-23T16:00:58Z
date_updated: 2022-01-06T06:51:36Z
ddc:
- '620'
file:
- access_level: local
content_type: application/pdf
creator: aredder
date_created: 2019-09-23T15:48:33Z
date_updated: 2019-09-23T16:21:16Z
file_id: '13444'
file_name: ifacconf.pdf
file_size: 371429
relation: main_file
file_date_updated: 2019-09-23T16:21:16Z
has_accepted_license: '1'
keyword:
- Networked control systems
- deep reinforcement learning
- large-scale systems
- resource scheduling
- stochastic control
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1905.05992
oa: '1'
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control
in Networked Systems
publication_status: published
status: public
title: Deep reinforcement learning for scheduling in large-scale networked control
systems
type: conference
user_id: '52265'
year: '2019'
...
---
_id: '10232'
abstract:
- lang: eng
text: Existing tools for automated machine learning, such as Auto-WEKA, TPOT, auto-sklearn,
and more recently ML-Plan, have shown impressive results for the tasks of single-label
classification and regression. Yet, there is only little work on other types of
machine learning problems so far. In particular, there is almost no work on automating
the engineering of machine learning solutions for multi-label classification (MLC).
We show how the scope of ML-Plan, an AutoML-tool for multi-class classification,
can be extended towards MLC using MEKA, which is a multi-label extension of the
well-known Java library WEKA. The resulting approach recursively refines MEKA's
multi-label classifiers, nesting other multi-label classifiers for meta algorithms
and single-label classifiers provided by WEKA as base learners. In our evaluation,
we find that the proposed approach yields strong results and performs significantly
better than a set of baselines we compare with.
author:
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Felix
full_name: Mohr, Felix
last_name: Mohr
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: 'Wever MD, Mohr F, Tornede A, Hüllermeier E. Automating Multi-Label Classification
Extending ML-Plan. In: ; 2019.'
apa: Wever, M. D., Mohr, F., Tornede, A., & Hüllermeier, E. (2019). Automating
Multi-Label Classification Extending ML-Plan. Presented at the 6th ICML Workshop
on Automated Machine Learning (AutoML 2019), Long Beach, CA, USA.
bibtex: '@inproceedings{Wever_Mohr_Tornede_Hüllermeier_2019, title={Automating Multi-Label
Classification Extending ML-Plan}, author={Wever, Marcel Dominik and Mohr, Felix
and Tornede, Alexander and Hüllermeier, Eyke}, year={2019} }'
chicago: Wever, Marcel Dominik, Felix Mohr, Alexander Tornede, and Eyke Hüllermeier.
“Automating Multi-Label Classification Extending ML-Plan,” 2019.
ieee: M. D. Wever, F. Mohr, A. Tornede, and E. Hüllermeier, “Automating Multi-Label
Classification Extending ML-Plan,” presented at the 6th ICML Workshop on Automated
Machine Learning (AutoML 2019), Long Beach, CA, USA, 2019.
mla: Wever, Marcel Dominik, et al. Automating Multi-Label Classification Extending
ML-Plan. 2019.
short: 'M.D. Wever, F. Mohr, A. Tornede, E. Hüllermeier, in: 2019.'
conference:
end_date: 2019-06-15
location: Long Beach, CA, USA
name: 6th ICML Workshop on Automated Machine Learning (AutoML 2019)
start_date: 2019-06-09
date_created: 2019-06-11T21:33:06Z
date_updated: 2022-01-06T06:50:33Z
ddc:
- '006'
department:
- _id: '355'
file:
- access_level: open_access
content_type: application/pdf
creator: wever
date_created: 2019-09-10T08:19:01Z
date_updated: 2019-09-10T08:20:44Z
file_id: '13177'
file_name: Automating_MultiLabel_Classification_Extending_ML-Plan.pdf
file_size: 388191
relation: main_file
file_date_updated: 2019-09-10T08:20:44Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '10'
name: SFB 901 - Subproject B2
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: Automating Multi-Label Classification Extending ML-Plan
type: conference
user_id: '33176'
year: '2019'
...
---
_id: '10282'
article_type: original
author:
- first_name: Zemeng
full_name: Lin, Zemeng
last_name: Lin
- first_name: Lingling
full_name: Huang, Lingling
last_name: Huang
- first_name: Ruizhe
full_name: Zhao, Ruizhe
last_name: Zhao
- first_name: Qunshuo
full_name: Wei, Qunshuo
last_name: Wei
- first_name: Thomas
full_name: Zentgraf, Thomas
id: '30525'
last_name: Zentgraf
orcid: 0000-0002-8662-1101
- first_name: Yongtian
full_name: Wang, Yongtian
last_name: Wang
- first_name: Xiaowei
full_name: Li, Xiaowei
last_name: Li
citation:
ama: Lin Z, Huang L, Zhao R, et al. Dynamic control of mode modulation and spatial
multiplexing using hybrid metasurfaces. Optics Express. 2019;27(13):18740-18750.
doi:10.1364/oe.27.018740
apa: Lin, Z., Huang, L., Zhao, R., Wei, Q., Zentgraf, T., Wang, Y., & Li, X.
(2019). Dynamic control of mode modulation and spatial multiplexing using hybrid
metasurfaces. Optics Express, 27(13), 18740–18750. https://doi.org/10.1364/oe.27.018740
bibtex: '@article{Lin_Huang_Zhao_Wei_Zentgraf_Wang_Li_2019, title={Dynamic control
of mode modulation and spatial multiplexing using hybrid metasurfaces}, volume={27},
DOI={10.1364/oe.27.018740},
number={13}, journal={Optics Express}, author={Lin, Zemeng and Huang, Lingling
and Zhao, Ruizhe and Wei, Qunshuo and Zentgraf, Thomas and Wang, Yongtian and
Li, Xiaowei}, year={2019}, pages={18740–18750} }'
chicago: 'Lin, Zemeng, Lingling Huang, Ruizhe Zhao, Qunshuo Wei, Thomas Zentgraf,
Yongtian Wang, and Xiaowei Li. “Dynamic Control of Mode Modulation and Spatial
Multiplexing Using Hybrid Metasurfaces.” Optics Express 27, no. 13 (2019):
18740–50. https://doi.org/10.1364/oe.27.018740.'
ieee: Z. Lin et al., “Dynamic control of mode modulation and spatial multiplexing
using hybrid metasurfaces,” Optics Express, vol. 27, no. 13, pp. 18740–18750,
2019.
mla: Lin, Zemeng, et al. “Dynamic Control of Mode Modulation and Spatial Multiplexing
Using Hybrid Metasurfaces.” Optics Express, vol. 27, no. 13, 2019, pp.
18740–50, doi:10.1364/oe.27.018740.
short: Z. Lin, L. Huang, R. Zhao, Q. Wei, T. Zentgraf, Y. Wang, X. Li, Optics Express
27 (2019) 18740–18750.
date_created: 2019-06-21T07:40:22Z
date_updated: 2022-01-06T06:50:34Z
ddc:
- '530'
department:
- _id: '15'
- _id: '230'
- _id: '289'
doi: 10.1364/oe.27.018740
file:
- access_level: closed
content_type: application/pdf
creator: zentgraf
date_created: 2019-06-21T07:43:44Z
date_updated: 2019-06-21T07:43:44Z
file_id: '10283'
file_name: oe-27-13-18740.pdf
file_size: 3270620
relation: main_file
success: 1
file_date_updated: 2019-06-21T07:43:44Z
has_accepted_license: '1'
intvolume: ' 27'
issue: '13'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1364/OE.27.018740
oa: '1'
page: 18740-18750
publication: Optics Express
publication_identifier:
issn:
- 1094-4087
publication_status: published
status: public
title: Dynamic control of mode modulation and spatial multiplexing using hybrid metasurfaces
type: journal_article
user_id: '30525'
volume: 27
year: '2019'
...
---
_id: '10306'
author:
- first_name: Laurens Alexander
full_name: Porzenheim, Laurens Alexander
id: '47434'
last_name: Porzenheim
citation:
ama: Porzenheim LA. Post-Quantum Secure Group Signatures.; 2019.
apa: Porzenheim, L. A. (2019). Post-Quantum Secure Group Signatures.
bibtex: '@book{Porzenheim_2019, title={Post-Quantum Secure Group Signatures}, author={Porzenheim,
Laurens Alexander}, year={2019} }'
chicago: Porzenheim, Laurens Alexander. Post-Quantum Secure Group Signatures,
2019.
ieee: L. A. Porzenheim, Post-Quantum Secure Group Signatures. 2019.
mla: Porzenheim, Laurens Alexander. Post-Quantum Secure Group Signatures.
2019.
short: L.A. Porzenheim, Post-Quantum Secure Group Signatures, 2019.
date_created: 2019-06-26T09:12:47Z
date_updated: 2022-01-06T06:50:36Z
ddc:
- '000'
department:
- _id: '64'
file:
- access_level: open_access
content_type: application/pdf
creator: laurensp
date_created: 2019-06-26T09:08:23Z
date_updated: 2019-06-26T09:19:15Z
file_id: '10307'
file_name: thesis_final.pdf
file_size: 899233
relation: main_file
file_date_updated: 2019-06-26T09:19:15Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: Post-Quantum Secure Group Signatures
type: mastersthesis
user_id: '47434'
year: '2019'
...
---
_id: '10325'
author:
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Michael
full_name: Marchetti, Michael
last_name: Marchetti
- first_name: Gerardo
full_name: García de Blas, Gerardo
last_name: García de Blas
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Peuster M, Marchetti M, García de Blas G, Karl H. Automated testing of NFV
orchestrators against carrier-grade multi-PoP scenarios using emulation-based
smoke testing. EURASIP Journal on Wireless Communications and Networking.
2019. doi:10.1186/s13638-019-1493-2
apa: Peuster, M., Marchetti, M., García de Blas, G., & Karl, H. (2019). Automated
testing of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based
smoke testing. EURASIP Journal on Wireless Communications and Networking.
https://doi.org/10.1186/s13638-019-1493-2
bibtex: '@article{Peuster_Marchetti_García de Blas_Karl_2019, title={Automated testing
of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based
smoke testing}, DOI={10.1186/s13638-019-1493-2},
journal={EURASIP Journal on Wireless Communications and Networking}, publisher={Springer},
author={Peuster, Manuel and Marchetti, Michael and García de Blas, Gerardo and
Karl, Holger}, year={2019} }'
chicago: Peuster, Manuel, Michael Marchetti, Gerardo García de Blas, and Holger
Karl. “Automated Testing of NFV Orchestrators against Carrier-Grade Multi-PoP
Scenarios Using Emulation-Based Smoke Testing.” EURASIP Journal on Wireless
Communications and Networking, 2019. https://doi.org/10.1186/s13638-019-1493-2.
ieee: M. Peuster, M. Marchetti, G. García de Blas, and H. Karl, “Automated testing
of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based
smoke testing,” EURASIP Journal on Wireless Communications and Networking,
2019.
mla: Peuster, Manuel, et al. “Automated Testing of NFV Orchestrators against Carrier-Grade
Multi-PoP Scenarios Using Emulation-Based Smoke Testing.” EURASIP Journal on
Wireless Communications and Networking, Springer, 2019, doi:10.1186/s13638-019-1493-2.
short: M. Peuster, M. Marchetti, G. García de Blas, H. Karl, EURASIP Journal on
Wireless Communications and Networking (2019).
date_created: 2019-06-27T06:42:38Z
date_updated: 2022-01-06T06:50:37Z
ddc:
- '004'
department:
- _id: '75'
doi: 10.1186/s13638-019-1493-2
file:
- access_level: closed
content_type: application/pdf
creator: ups
date_created: 2019-08-26T11:13:00Z
date_updated: 2019-08-26T11:13:00Z
file_id: '12963'
file_name: s13638-019-1493-2.pdf
file_size: 1750901
relation: main_file
success: 1
file_date_updated: 2019-08-26T11:13:00Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://jwcn-eurasipjournals.springeropen.com/articles/10.1186/s13638-019-1493-2
oa: '1'
project:
- _id: '28'
grant_number: '761493'
name: 5G Development and validation platform for global industry-specific network
services and Apps
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: EURASIP Journal on Wireless Communications and Networking
publication_identifier:
issn:
- 1687-1499
publication_status: published
publisher: Springer
status: public
title: Automated testing of NFV orchestrators against carrier-grade multi-PoP scenarios
using emulation-based smoke testing
type: journal_article
user_id: '477'
year: '2019'
...