---
_id: '12882'
abstract:
- lang: eng
text: One of the major challenges in implementing wireless virtualization is the
resource discovery. This is particularly important for the embedding-algorithms
that are used to distribute the tasks to nodes. MARVELO is a prototype framework
for executing different distributed algorithms on the top of a wireless (802.11)
ad-hoc network. The aim of MARVELO is to select the nodes for running the algorithms
and to define the routing between the nodes. Hence, it also supports monitoring
functionalities to collect information about the available resources and to assist
in profiling the algorithms. The objective of this demo is to show how MAVRLEO
distributes tasks in an ad-hoc network, based on a feedback from our monitoring
tool. Additionally, we explain the work-flow, composition and execution of the
framework.
author:
- first_name: Haitham
full_name: Afifi, Haitham
id: '65718'
last_name: Afifi
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Sebastian
full_name: Eikenberg, Sebastian
last_name: Eikenberg
- first_name: Arnold
full_name: Mueller, Arnold
last_name: Mueller
- first_name: Lars
full_name: Gansel, Lars
last_name: Gansel
- first_name: Alexander
full_name: Makejkin, Alexander
last_name: Makejkin
- first_name: Kai
full_name: Hannemann, Kai
last_name: Hannemann
- first_name: Rafael
full_name: Schellenberg, Rafael
last_name: Schellenberg
citation:
ama: 'Afifi H, Karl H, Eikenberg S, et al. A Rapid Prototyping for Wireless Virtual
Network Embedding using MARVELO. In: 2019 IEEE Wireless Communications and
Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco;
2019.'
apa: Afifi, H., Karl, H., Eikenberg, S., Mueller, A., Gansel, L., Makejkin, A.,
… Schellenberg, R. (2019). A Rapid Prototyping for Wireless Virtual Network Embedding
using MARVELO. In 2019 IEEE Wireless Communications and Networking Conference
(WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco.
bibtex: '@inproceedings{Afifi_Karl_Eikenberg_Mueller_Gansel_Makejkin_Hannemann_Schellenberg_2019,
place={Marrakech, Morocco}, title={A Rapid Prototyping for Wireless Virtual Network
Embedding using MARVELO}, booktitle={2019 IEEE Wireless Communications and Networking
Conference (WCNC) (IEEE WCNC 2019) (Demo)}, author={Afifi, Haitham and Karl, Holger
and Eikenberg, Sebastian and Mueller, Arnold and Gansel, Lars and Makejkin, Alexander
and Hannemann, Kai and Schellenberg, Rafael}, year={2019} }'
chicago: Afifi, Haitham, Holger Karl, Sebastian Eikenberg, Arnold Mueller, Lars
Gansel, Alexander Makejkin, Kai Hannemann, and Rafael Schellenberg. “A Rapid Prototyping
for Wireless Virtual Network Embedding Using MARVELO.” In 2019 IEEE Wireless
Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech,
Morocco, 2019.
ieee: H. Afifi et al., “A Rapid Prototyping for Wireless Virtual Network
Embedding using MARVELO,” in 2019 IEEE Wireless Communications and Networking
Conference (WCNC) (IEEE WCNC 2019) (Demo), 2019.
mla: Afifi, Haitham, et al. “A Rapid Prototyping for Wireless Virtual Network Embedding
Using MARVELO.” 2019 IEEE Wireless Communications and Networking Conference
(WCNC) (IEEE WCNC 2019) (Demo), 2019.
short: 'H. Afifi, H. Karl, S. Eikenberg, A. Mueller, L. Gansel, A. Makejkin, K.
Hannemann, R. Schellenberg, in: 2019 IEEE Wireless Communications and Networking
Conference (WCNC) (IEEE WCNC 2019) (Demo), Marrakech, Morocco, 2019.'
date_created: 2019-07-24T07:28:45Z
date_updated: 2022-01-06T06:51:22Z
ddc:
- '006'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: hafifi
date_created: 2021-01-30T12:39:43Z
date_updated: 2021-01-30T12:42:31Z
file_id: '21113'
file_name: demo.pdf
file_size: 102976
relation: main_file
file_date_updated: 2021-01-30T12:42:31Z
has_accepted_license: '1'
keyword:
- WSN
- virtualization
- VNE
language:
- iso: eng
oa: '1'
place: Marrakech, Morocco
project:
- _id: '27'
name: 'Akustische Sensornetzwerke - Teilprojekt '
publication: 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE
WCNC 2019) (Demo)
status: public
title: A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO
type: conference
user_id: '65718'
year: '2019'
...
---
_id: '15369'
author:
- first_name: Marcel
full_name: Müller, Marcel
last_name: Müller
- first_name: Daniel
full_name: Behnke, Daniel
last_name: Behnke
- first_name: Patrick-Benjamin
full_name: Bök, Patrick-Benjamin
last_name: Bök
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Müller M, Behnke D, Bök P-B, Peuster M, Schneider SB, Karl H. 5G as Key Technology
for Networked Factories: Application of Vertical-specific Network Services for
Enabling Flexible Smart Manufacturing. In: IEEE 17th International Conference
on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE; 2019.'
apa: 'Müller, M., Behnke, D., Bök, P.-B., Peuster, M., Schneider, S. B., & Karl,
H. (2019). 5G as Key Technology for Networked Factories: Application of Vertical-specific
Network Services for Enabling Flexible Smart Manufacturing. In IEEE 17th International
Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE.'
bibtex: '@inproceedings{Müller_Behnke_Bök_Peuster_Schneider_Karl_2019, place={Helsinki},
title={5G as Key Technology for Networked Factories: Application of Vertical-specific
Network Services for Enabling Flexible Smart Manufacturing}, booktitle={IEEE 17th
International Conference on Industrial Informatics (IEEE-INDIN)}, publisher={IEEE},
author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Peuster,
Manuel and Schneider, Stefan Balthasar and Karl, Holger}, year={2019} }'
chicago: 'Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Manuel Peuster, Stefan
Balthasar Schneider, and Holger Karl. “5G as Key Technology for Networked Factories:
Application of Vertical-Specific Network Services for Enabling Flexible Smart
Manufacturing.” In IEEE 17th International Conference on Industrial Informatics
(IEEE-INDIN). Helsinki: IEEE, 2019.'
ieee: 'M. Müller, D. Behnke, P.-B. Bök, M. Peuster, S. B. Schneider, and H. Karl,
“5G as Key Technology for Networked Factories: Application of Vertical-specific
Network Services for Enabling Flexible Smart Manufacturing,” in IEEE 17th International
Conference on Industrial Informatics (IEEE-INDIN), 2019.'
mla: 'Müller, Marcel, et al. “5G as Key Technology for Networked Factories: Application
of Vertical-Specific Network Services for Enabling Flexible Smart Manufacturing.”
IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN),
IEEE, 2019.'
short: 'M. Müller, D. Behnke, P.-B. Bök, M. Peuster, S.B. Schneider, H. Karl, in:
IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), IEEE,
Helsinki, 2019.'
date_created: 2019-12-18T07:27:24Z
date_updated: 2022-01-06T06:52:21Z
department:
- _id: '75'
language:
- iso: eng
place: Helsinki
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 17th International Conference on Industrial Informatics (IEEE-INDIN)
publisher: IEEE
status: public
title: '5G as Key Technology for Networked Factories: Application of Vertical-specific
Network Services for Enabling Flexible Smart Manufacturing'
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15371'
abstract:
- lang: eng
text: "More and more management and orchestration approaches for (software) networks
are based on machine learning paradigms and solutions. These approaches depend
not only on their program code to operate properly, but also require enough input
data to train their internal models. However, such training data is barely available
for the software networking domain and most presented solutions rely on their
own, sometimes not even published, data sets. This makes it hard, or even infeasible,
to reproduce and compare many of the existing solutions. As a result, it ultimately
slows down the adoption of machine learning approaches in softwarised networks.
To this end, we introduce the \"softwarised network data zoo\" (SNDZoo), an open
collection of software networking data sets aiming to streamline and ease machine
learning research in the software networking domain. We present a general methodology
to collect, archive, and publish those data sets for use by other researches and,
as an example, eight initial data sets, focusing on the performance of virtualised
network functions.\r\n"
author:
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Peuster M, Schneider SB, Karl H. The Softwarised Network Data Zoo. In: IEEE/IFIP
15th International Conference on Network and Service Management (CNSM). Halifax:
IEEE/IFIP; 2019.'
apa: 'Peuster, M., Schneider, S. B., & Karl, H. (2019). The Softwarised Network
Data Zoo. In IEEE/IFIP 15th International Conference on Network and Service
Management (CNSM). Halifax: IEEE/IFIP.'
bibtex: '@inproceedings{Peuster_Schneider_Karl_2019, place={Halifax}, title={The
Softwarised Network Data Zoo}, booktitle={IEEE/IFIP 15th International Conference
on Network and Service Management (CNSM)}, publisher={IEEE/IFIP}, author={Peuster,
Manuel and Schneider, Stefan Balthasar and Karl, Holger}, year={2019} }'
chicago: 'Peuster, Manuel, Stefan Balthasar Schneider, and Holger Karl. “The Softwarised
Network Data Zoo.” In IEEE/IFIP 15th International Conference on Network and
Service Management (CNSM). Halifax: IEEE/IFIP, 2019.'
ieee: M. Peuster, S. B. Schneider, and H. Karl, “The Softwarised Network Data Zoo,”
in IEEE/IFIP 15th International Conference on Network and Service Management
(CNSM), 2019.
mla: Peuster, Manuel, et al. “The Softwarised Network Data Zoo.” IEEE/IFIP 15th
International Conference on Network and Service Management (CNSM), IEEE/IFIP,
2019.
short: 'M. Peuster, S.B. Schneider, H. Karl, in: IEEE/IFIP 15th International Conference
on Network and Service Management (CNSM), IEEE/IFIP, Halifax, 2019.'
date_created: 2019-12-18T07:30:45Z
date_updated: 2022-01-06T06:52:21Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: peuster
date_created: 2019-12-18T08:10:23Z
date_updated: 2019-12-18T08:10:23Z
file_id: '15377'
file_name: main_for_ris.pdf
file_size: 515208
relation: main_file
file_date_updated: 2019-12-18T08:10:23Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://dl.ifip.org/db/conf/cnsm/cnsm2019/1570555677.pdf
oa: '1'
place: Halifax
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/IFIP 15th International Conference on Network and Service Management
(CNSM)
publisher: IEEE/IFIP
status: public
title: The Softwarised Network Data Zoo
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15372'
author:
- first_name: Askhat
full_name: Nuriddinov, Askhat
last_name: Nuriddinov
- first_name: Wouter
full_name: Tavernier, Wouter
last_name: Tavernier
- first_name: Didier
full_name: Colle, Didier
last_name: Colle
- first_name: Mario
full_name: Pickavet, Mario
last_name: Pickavet
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
citation:
ama: 'Nuriddinov A, Tavernier W, Colle D, Pickavet M, Peuster M, Schneider SB. Reproducible
Functional Tests for Multi-scale Network Services. In: IEEE Conference on
Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas:
IEEE; 2019.'
apa: 'Nuriddinov, A., Tavernier, W., Colle, D., Pickavet, M., Peuster, M., &
Schneider, S. B. (2019). Reproducible Functional Tests for Multi-scale Network
Services. In IEEE Conference on Network Function Virtualization and Software
Defined Networks (NFV-SDN). Dallas: IEEE.'
bibtex: '@inproceedings{Nuriddinov_Tavernier_Colle_Pickavet_Peuster_Schneider_2019,
place={Dallas}, title={Reproducible Functional Tests for Multi-scale Network Services},
booktitle={ IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN)}, publisher={IEEE}, author={Nuriddinov, Askhat and Tavernier,
Wouter and Colle, Didier and Pickavet, Mario and Peuster, Manuel and Schneider,
Stefan Balthasar}, year={2019} }'
chicago: 'Nuriddinov, Askhat, Wouter Tavernier, Didier Colle, Mario Pickavet, Manuel
Peuster, and Stefan Balthasar Schneider. “Reproducible Functional Tests for Multi-Scale
Network Services.” In IEEE Conference on Network Function Virtualization and
Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.'
ieee: A. Nuriddinov, W. Tavernier, D. Colle, M. Pickavet, M. Peuster, and S. B.
Schneider, “Reproducible Functional Tests for Multi-scale Network Services,” in
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), 2019.
mla: Nuriddinov, Askhat, et al. “Reproducible Functional Tests for Multi-Scale Network
Services.” IEEE Conference on Network Function Virtualization and Software
Defined Networks (NFV-SDN), IEEE, 2019.
short: 'A. Nuriddinov, W. Tavernier, D. Colle, M. Pickavet, M. Peuster, S.B. Schneider,
in: IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), IEEE, Dallas, 2019.'
date_created: 2019-12-18T07:36:04Z
date_updated: 2022-01-06T06:52:21Z
department:
- _id: '75'
language:
- iso: eng
place: Dallas
project:
- _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)'
publisher: IEEE
status: public
title: Reproducible Functional Tests for Multi-scale Network Services
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15373'
abstract:
- lang: eng
text: "Offloading packet processing tasks to programmable switches and/or to programmable
network interfaces, so called “SmartNICs”, is one of the key concepts to prepare
softwarized networks for the high traffic demands of the future. However, implementing
network functions that make use of those offload- ing technologies is still challenging
and usually requires the availability of specialized hardware. It becomes even
harder if heterogeneous services, making use of different offloading and network
virtualization technologies, should be developed.\r\nIn this paper, we introduce
FOP4 (Function Offloading Pro- totyping with P4), a novel prototyping platform
that allows to prototype heterogeneous software network scenarios, including container-based,
P4-switch-based, and SmartNIC-based network functions. The presented work substantially
extends our existing Containernet platform with the means to prototype offloading
scenarios. Besides presenting the platform’s system design, we evaluate its scalability
and show that it can run scenarios with more than 64 P4 switch or SmartNIC nodes
on a single laptop. Finally, we presented a case study in which we use the presented
platform to prototype an extended in-band network telemetry use case."
author:
- first_name: Daniele
full_name: Moro, Daniele
last_name: Moro
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Antonio
full_name: Capone, Antonio
last_name: Capone
citation:
ama: 'Moro D, Peuster M, Karl H, Capone A. FOP4: Function Offloading Prototyping
in Heterogeneous and Programmable Network Scenarios. In: IEEE Conference on
Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas:
IEEE; 2019.'
apa: 'Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). FOP4: Function Offloading
Prototyping in Heterogeneous and Programmable Network Scenarios. In IEEE Conference
on Network Function Virtualization and Software Defined Networks (NFV-SDN).
Dallas: IEEE.'
bibtex: '@inproceedings{Moro_Peuster_Karl_Capone_2019, place={Dallas}, title={FOP4:
Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios},
booktitle={IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN)}, publisher={IEEE}, author={Moro, Daniele and Peuster, Manuel
and Karl, Holger and Capone, Antonio}, year={2019} }'
chicago: 'Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “FOP4:
Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios.”
In IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN). Dallas: IEEE, 2019.'
ieee: 'D. Moro, M. Peuster, H. Karl, and A. Capone, “FOP4: Function Offloading Prototyping
in Heterogeneous and Programmable Network Scenarios,” in IEEE Conference on
Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.'
mla: 'Moro, Daniele, et al. “FOP4: Function Offloading Prototyping in Heterogeneous
and Programmable Network Scenarios.” IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN), IEEE, 2019.'
short: 'D. Moro, M. Peuster, H. Karl, A. Capone, in: IEEE Conference on Network
Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas,
2019.'
date_created: 2019-12-18T07:39:28Z
date_updated: 2022-01-06T06:52:22Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: peuster
date_created: 2019-12-18T08:11:37Z
date_updated: 2019-12-18T08:11:37Z
file_id: '15378'
file_name: main_for_ris.pdf
file_size: 657216
relation: main_file
file_date_updated: 2019-12-18T08:11:37Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Dallas
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: IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN)
publisher: IEEE
status: public
title: 'FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network
Scenarios'
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15374'
abstract:
- lang: eng
text: Emulation platforms supporting Virtual Network Functions (VNFs) allow developers
to rapidly prototype network services. None of the available platforms, however,
supports experimenting with programmable data planes to enable VNF offloading.
In this demonstration, we show FOP4, a flexible platform that provides support
for Docker-based VNFs, and VNF offloading, by means of P4-enabled switches. The
platform provides interfaces to program the P4 devices and to deploy network functions.
We demonstrate FOP4 with two complex example scenarios, demonstrating how developers
can exploit data plane programmability to implement network functions.
author:
- first_name: Daniele
full_name: Moro, Daniele
last_name: Moro
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Antonio
full_name: Capone, Antonio
last_name: Capone
citation:
ama: 'Moro D, Peuster M, Karl H, Capone A. Demonstrating FOP4: A Flexible Platform
to Prototype NFV Offloading Scenarios. In: IEEE Conference on Network Function
Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.'
apa: 'Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). Demonstrating FOP4:
A Flexible Platform to Prototype NFV Offloading Scenarios. In IEEE Conference
on Network Function Virtualization and Software Defined Networks (NFV-SDN).
Dallas: IEEE.'
bibtex: '@inproceedings{Moro_Peuster_Karl_Capone_2019, place={Dallas}, title={Demonstrating
FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios}, booktitle={IEEE
Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},
publisher={IEEE}, author={Moro, Daniele and Peuster, Manuel and Karl, Holger and
Capone, Antonio}, year={2019} }'
chicago: 'Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “Demonstrating
FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios.” In IEEE Conference
on Network Function Virtualization and Software Defined Networks (NFV-SDN).
Dallas: IEEE, 2019.'
ieee: 'D. Moro, M. Peuster, H. Karl, and A. Capone, “Demonstrating FOP4: A Flexible
Platform to Prototype NFV Offloading Scenarios,” in IEEE Conference on Network
Function Virtualization and Software Defined Networks (NFV-SDN), 2019.'
mla: 'Moro, Daniele, et al. “Demonstrating FOP4: A Flexible Platform to Prototype
NFV Offloading Scenarios.” IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN), IEEE, 2019.'
short: 'D. Moro, M. Peuster, H. Karl, A. Capone, in: IEEE Conference on Network
Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas,
2019.'
date_created: 2019-12-18T07:41:21Z
date_updated: 2022-01-06T06:52:22Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: peuster
date_created: 2019-12-18T08:12:28Z
date_updated: 2019-12-18T08:12:28Z
file_id: '15379'
file_name: main_for_ris.pdf
file_size: 370456
relation: main_file
file_date_updated: 2019-12-18T08:12:28Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Dallas
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN)
publisher: IEEE
status: public
title: 'Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios'
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15375'
author:
- first_name: Marcel
full_name: Müller, Marcel
last_name: Müller
- first_name: Daniel
full_name: Behnke, Daniel
last_name: Behnke
- first_name: Patrick-Benjamin
full_name: Bök, Patrick-Benjamin
last_name: Bök
- 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: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Müller M, Behnke D, Bök P-B, Schneider SB, Peuster M, Karl H. Putting NFV
into Reality: Physical Smart Manufacturing Testbed. In: IEEE Conference on
Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas:
IEEE; 2019.'
apa: 'Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl,
H. (2019). Putting NFV into Reality: Physical Smart Manufacturing Testbed. In
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN). Dallas: IEEE.'
bibtex: '@inproceedings{Müller_Behnke_Bök_Schneider_Peuster_Karl_2019, place={Dallas},
title={Putting NFV into Reality: Physical Smart Manufacturing Testbed}, booktitle={IEEE
Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},
publisher={IEEE}, author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin
and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019}
}'
chicago: 'Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Stefan Balthasar
Schneider, Manuel Peuster, and Holger Karl. “Putting NFV into Reality: Physical
Smart Manufacturing Testbed.” In IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.'
ieee: 'M. Müller, D. Behnke, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl,
“Putting NFV into Reality: Physical Smart Manufacturing Testbed,” in IEEE Conference
on Network Function Virtualization and Software Defined Networks (NFV-SDN),
2019.'
mla: 'Müller, Marcel, et al. “Putting NFV into Reality: Physical Smart Manufacturing
Testbed.” IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN), IEEE, 2019.'
short: 'M. Müller, D. Behnke, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in:
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), IEEE, Dallas, 2019.'
date_created: 2019-12-18T07:45:20Z
date_updated: 2022-01-06T06:52:22Z
department:
- _id: '75'
language:
- iso: eng
place: Dallas
project:
- _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)
publisher: IEEE
status: public
title: 'Putting NFV into Reality: Physical Smart Manufacturing Testbed'
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15376'
author:
- 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: 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: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Behnke D, Müller M, Bök P-B, Schneider SB, Peuster M, Karl H. NFV-driven intrusion
detection for smart manufacturing. In: IEEE Conference on Network Function
Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.'
apa: 'Behnke, D., Müller, M., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl,
H. (2019). NFV-driven intrusion detection for smart manufacturing. In IEEE
Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN).
Dallas: IEEE.'
bibtex: '@inproceedings{Behnke_Müller_Bök_Schneider_Peuster_Karl_2019, place={Dallas},
title={NFV-driven intrusion detection for smart manufacturing}, booktitle={IEEE
Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},
publisher={IEEE}, author={Behnke, Daniel and Müller, Marcel and Bök, Patrick-Benjamin
and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019}
}'
chicago: 'Behnke, Daniel, Marcel Müller, Patrick-Benjamin Bök, Stefan Balthasar
Schneider, Manuel Peuster, and Holger Karl. “NFV-Driven Intrusion Detection for
Smart Manufacturing.” In IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.'
ieee: D. Behnke, M. Müller, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl,
“NFV-driven intrusion detection for smart manufacturing,” in IEEE Conference
on Network Function Virtualization and Software Defined Networks (NFV-SDN),
2019.
mla: Behnke, Daniel, et al. “NFV-Driven Intrusion Detection for Smart Manufacturing.”
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), IEEE, 2019.
short: 'D. Behnke, M. Müller, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in:
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), IEEE, Dallas, 2019.'
date_created: 2019-12-18T07:47:17Z
date_updated: 2022-01-06T06:52:22Z
department:
- _id: '75'
language:
- iso: eng
place: Dallas
project:
- _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)
publisher: IEEE
status: public
title: NFV-driven intrusion detection for smart manufacturing
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15741'
abstract:
- lang: eng
text: "\r\nIn many cyber–physical systems, we encounter the problem of remote state
estimation of geo- graphically distributed and remote physical processes. This
paper studies the scheduling of sensor transmissions to estimate the states of
multiple remote, dynamic processes. Information from the different sensors has
to be transmitted to a central gateway over a wireless network for monitoring
purposes, where typically fewer wireless channels are available than there are
processes to be monitored. For effective estimation at the gateway, the sensors
need to be scheduled appropriately, i.e., at each time instant one needs to decide
which sensors have network access and which ones do not. To address this scheduling
problem, we formulate an associated Markov decision process (MDP). This MDP is
then solved using a Deep Q-Network, a recent deep reinforcement learning algorithm
that is at once scalable and model-free. We compare our scheduling algorithm to
popular scheduling algorithms such as round-robin and reduced-waiting-time, among
others. Our algorithm is shown to significantly outperform these algorithms for
many example scenario"
article_number: '108759'
author:
- first_name: Alex S.
full_name: Leong, Alex S.
last_name: Leong
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Daniel E.
full_name: Quevedo, Daniel E.
last_name: Quevedo
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Ling
full_name: Shi, Ling
last_name: Shi
citation:
ama: Leong AS, Ramaswamy A, Quevedo DE, Karl H, Shi L. Deep reinforcement learning
for wireless sensor scheduling in cyber–physical systems. Automatica. 2019.
doi:10.1016/j.automatica.2019.108759
apa: Leong, A. S., Ramaswamy, A., Quevedo, D. E., Karl, H., & Shi, L. (2019).
Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems.
Automatica. https://doi.org/10.1016/j.automatica.2019.108759
bibtex: '@article{Leong_Ramaswamy_Quevedo_Karl_Shi_2019, title={Deep reinforcement
learning for wireless sensor scheduling in cyber–physical systems}, DOI={10.1016/j.automatica.2019.108759},
number={108759}, journal={Automatica}, author={Leong, Alex S. and Ramaswamy, Arunselvan
and Quevedo, Daniel E. and Karl, Holger and Shi, Ling}, year={2019} }'
chicago: Leong, Alex S., Arunselvan Ramaswamy, Daniel E. Quevedo, Holger Karl, and
Ling Shi. “Deep Reinforcement Learning for Wireless Sensor Scheduling in Cyber–Physical
Systems.” Automatica, 2019. https://doi.org/10.1016/j.automatica.2019.108759.
ieee: A. S. Leong, A. Ramaswamy, D. E. Quevedo, H. Karl, and L. Shi, “Deep reinforcement
learning for wireless sensor scheduling in cyber–physical systems,” Automatica,
2019.
mla: Leong, Alex S., et al. “Deep Reinforcement Learning for Wireless Sensor Scheduling
in Cyber–Physical Systems.” Automatica, 108759, 2019, doi:10.1016/j.automatica.2019.108759.
short: A.S. Leong, A. Ramaswamy, D.E. Quevedo, H. Karl, L. Shi, Automatica (2019).
date_created: 2020-01-31T15:55:27Z
date_updated: 2022-01-06T06:52:32Z
ddc:
- '000'
department:
- _id: '7'
- _id: '34'
- _id: '3'
- _id: '75'
- _id: '57'
doi: 10.1016/j.automatica.2019.108759
file:
- access_level: closed
content_type: application/pdf
creator: hkarl
date_created: 2020-01-31T15:57:50Z
date_updated: 2020-01-31T15:57:50Z
file_id: '15743'
file_name: leoram20a.pdf
file_size: '675382'
relation: main_file
success: 1
file_date_updated: 2020-01-31T15:57:50Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '24'
name: Netzgewahre Regelung & regelungsgewahre Netze
publication: Automatica
publication_identifier:
issn:
- 0005-1098
publication_status: published
quality_controlled: '1'
status: public
title: Deep reinforcement learning for wireless sensor scheduling in cyber–physical
systems
type: journal_article
user_id: '126'
year: '2019'
...
---
_id: '13123'
abstract:
- lang: eng
text: Given the recent development in embedded devices, wireless senor nodes are
no longer limited to data collection but they can also do processing (e.g., smartphones).
Accordingly, new types of applications take an advantage of the processing and
flexibility provided by the wireless network. A common property between these
applications is that the processing is not running on only one single node, but
it is broken-down into smaller tasks that can run over multiple nodes, i.e., exploiting
the in-network processing. We study a special variant of in-network processing,
where the application is given by a graph; the processing tasks have predefined
connections to be executed in a predefined sequence. The problem of embedding
an application graph into a network is commonly known as Virtual Network Embedding
(VNE). In this paper, we present a Genetic Algorithm (GA) solution to solve this
wireless VNE problem, where we take into account the interference and multi-cast
properties. We show that the GA has a good performance and fast execution compared
to the optimization problem.
author:
- first_name: Haitham
full_name: Afifi, Haitham
id: '65718'
last_name: Afifi
- first_name: Konrad
full_name: Horbach, Konrad
last_name: Horbach
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Afifi H, Horbach K, Karl H. A Genetic Algorithm Framework for Solving Wireless
Virtual Network Embedding. In: 2019 International Conference on Wireless and
Mobile Computing, Networking and Communications (WiMob) (WiMob 2019). Barcelona,
Spain; 2019.'
apa: Afifi, H., Horbach, K., & Karl, H. (2019). A Genetic Algorithm Framework
for Solving Wireless Virtual Network Embedding. In 2019 International Conference
on Wireless and Mobile Computing, Networking and Communications (WiMob) (WiMob
2019). Barcelona, Spain.
bibtex: '@inproceedings{Afifi_Horbach_Karl_2019, place={Barcelona, Spain}, title={A
Genetic Algorithm Framework for Solving Wireless Virtual Network Embedding}, booktitle={2019
International Conference on Wireless and Mobile Computing, Networking and Communications
(WiMob) (WiMob 2019)}, author={Afifi, Haitham and Horbach, Konrad and Karl, Holger},
year={2019} }'
chicago: Afifi, Haitham, Konrad Horbach, and Holger Karl. “A Genetic Algorithm Framework
for Solving Wireless Virtual Network Embedding.” In 2019 International Conference
on Wireless and Mobile Computing, Networking and Communications (WiMob) (WiMob
2019). Barcelona, Spain, 2019.
ieee: H. Afifi, K. Horbach, and H. Karl, “A Genetic Algorithm Framework for Solving
Wireless Virtual Network Embedding,” in 2019 International Conference on Wireless
and Mobile Computing, Networking and Communications (WiMob) (WiMob 2019),
2019.
mla: Afifi, Haitham, et al. “A Genetic Algorithm Framework for Solving Wireless
Virtual Network Embedding.” 2019 International Conference on Wireless and Mobile
Computing, Networking and Communications (WiMob) (WiMob 2019), 2019.
short: 'H. Afifi, K. Horbach, H. Karl, in: 2019 International Conference on Wireless
and Mobile Computing, Networking and Communications (WiMob) (WiMob 2019), Barcelona,
Spain, 2019.'
date_created: 2019-09-03T11:54:17Z
date_updated: 2022-01-06T06:51:28Z
department:
- _id: '75'
language:
- iso: eng
place: Barcelona, Spain
project:
- _id: '27'
name: Akustische Sensornetzwerke - Teilprojekt "Verteilte akustische Signalverarbeitung
über funkbasierte Sensornetzwerke
publication: 2019 International Conference on Wireless and Mobile Computing, Networking
and Communications (WiMob) (WiMob 2019)
status: public
title: A Genetic Algorithm Framework for Solving Wireless Virtual Network Embedding
type: conference
user_id: '65718'
year: '2019'
...