---
_id: '8240'
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Dräxler S, Karl H. SPRING: Scaling, Placement, and Routing of Heterogeneous
Services with Flexible Structures. In: 5th IEEE International Conference on
Network Softwarization (NetSoft) 2019.'
apa: 'Dräxler, S., & Karl, H. (n.d.). SPRING: Scaling, Placement, and Routing
of Heterogeneous Services with Flexible Structures. In 5th IEEE International
Conference on Network Softwarization (NetSoft) 2019. Paris.'
bibtex: '@inproceedings{Dräxler_Karl, title={SPRING: Scaling, Placement, and Routing
of Heterogeneous Services with Flexible Structures}, booktitle={5th IEEE International
Conference on Network Softwarization (NetSoft) 2019}, author={Dräxler, Sevil and
Karl, Holger} }'
chicago: 'Dräxler, Sevil, and Holger Karl. “SPRING: Scaling, Placement, and Routing
of Heterogeneous Services with Flexible Structures.” In 5th IEEE International
Conference on Network Softwarization (NetSoft) 2019, n.d.'
ieee: 'S. Dräxler and H. Karl, “SPRING: Scaling, Placement, and Routing of Heterogeneous
Services with Flexible Structures,” in 5th IEEE International Conference on
Network Softwarization (NetSoft) 2019, Paris.'
mla: 'Dräxler, Sevil, and Holger Karl. “SPRING: Scaling, Placement, and Routing
of Heterogeneous Services with Flexible Structures.” 5th IEEE International
Conference on Network Softwarization (NetSoft) 2019.'
short: 'S. Dräxler, H. Karl, in: 5th IEEE International Conference on Network Softwarization
(NetSoft) 2019, n.d.'
conference:
end_date: 2019-06-28
location: Paris
name: 5th IEEE International Conference on Network Softwarization (NetSoft) 2019
start_date: 2019-06-24
date_created: 2019-03-04T09:23:54Z
date_updated: 2022-01-06T07:03:52Z
department:
- _id: '75'
language:
- iso: eng
project:
- _id: '23'
grant_number: '762057'
name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
Resources
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: 5th IEEE International Conference on Network Softwarization (NetSoft)
2019
publication_status: accepted
status: public
title: 'SPRING: Scaling, Placement, and Routing of Heterogeneous Services with Flexible
Structures'
type: conference
user_id: '31764'
year: '2019'
...
---
_id: '13124'
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
citation:
ama: Dräxler S. Scaling, Placement, and Routing for Pliable Virtualized Composed
Services. Universität Paderborn; 2019.
apa: Dräxler, S. (2019). Scaling, placement, and routing for pliable virtualized
composed services. Universität Paderborn.
bibtex: '@book{Dräxler_2019, title={Scaling, placement, and routing for pliable
virtualized composed services}, publisher={Universität Paderborn}, author={Dräxler,
Sevil}, year={2019} }'
chicago: Dräxler, Sevil. Scaling, Placement, and Routing for Pliable Virtualized
Composed Services. Universität Paderborn, 2019.
ieee: S. Dräxler, Scaling, placement, and routing for pliable virtualized composed
services. Universität Paderborn, 2019.
mla: Dräxler, Sevil. Scaling, Placement, and Routing for Pliable Virtualized
Composed Services. Universität Paderborn, 2019.
short: S. Dräxler, Scaling, Placement, and Routing for Pliable Virtualized Composed
Services, Universität Paderborn, 2019.
date_created: 2019-09-03T12:16:32Z
date_updated: 2022-01-06T06:51:28Z
department:
- _id: '75'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
title: Scaling, placement, and routing for pliable virtualized composed services
type: dissertation
user_id: '477'
year: '2019'
...
---
_id: '2480'
abstract:
- lang: eng
text: Understanding the behavior of the components of service function chains (SFCs)
in different load situations is important for efficient and automatic management
and orches- tration of services. For this purpose and for practical research in
network function virtualization in general, there is a great need for benchmarks
and experimental data. In this paper, we describe our experiments for characterizing
the relationship between resource demands of virtual network functions (VNFs)
and the expected performance of the SFC, considering the individual performance
of the VNFs as well as the interdependencies among VNFs within the SFC. We have
designed our experiments focusing on video streaming, an important application
in this context. We present examples of models for predicting the interdependence
between resource demands and performance characteristics of SFCs using support
vector regression and polynomial regression models. We also show practical evidence
from our experiments that VNFs need to be benchmarked in their final chain setup,
rather than individually, to capture important interdependencies that affect their
performance. The data gathered from our experiments is publicly available.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Marvin
full_name: Illian, Marvin
last_name: Illian
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Dräxler S, Peuster M, Illian M, Karl H. Generating Resource and Performance
Models for Service Function Chains: The Video Streaming Case. In: 4th IEEE
International Conference on Network Softwarization (NetSoft 2018). IEEE; 2018:318--322.
doi:10.1109/NETSOFT.2018.8460029'
apa: 'Dräxler, S., Peuster, M., Illian, M., & Karl, H. (2018). Generating Resource
and Performance Models for Service Function Chains: The Video Streaming Case.
In 4th IEEE International Conference on Network Softwarization (NetSoft 2018)
(pp. 318--322). Montreal: IEEE. https://doi.org/10.1109/NETSOFT.2018.8460029'
bibtex: '@inproceedings{Dräxler_Peuster_Illian_Karl_2018, title={Generating Resource
and Performance Models for Service Function Chains: The Video Streaming Case},
DOI={10.1109/NETSOFT.2018.8460029},
booktitle={4th IEEE International Conference on Network Softwarization (NetSoft
2018)}, publisher={IEEE}, author={Dräxler, Sevil and Peuster, Manuel and Illian,
Marvin and Karl, Holger}, year={2018}, pages={318--322} }'
chicago: 'Dräxler, Sevil, Manuel Peuster, Marvin Illian, and Holger Karl. “Generating
Resource and Performance Models for Service Function Chains: The Video Streaming
Case.” In 4th IEEE International Conference on Network Softwarization (NetSoft
2018), 318--322. IEEE, 2018. https://doi.org/10.1109/NETSOFT.2018.8460029.'
ieee: 'S. Dräxler, M. Peuster, M. Illian, and H. Karl, “Generating Resource and
Performance Models for Service Function Chains: The Video Streaming Case,” in
4th IEEE International Conference on Network Softwarization (NetSoft 2018),
Montreal, 2018, pp. 318--322.'
mla: 'Dräxler, Sevil, et al. “Generating Resource and Performance Models for Service
Function Chains: The Video Streaming Case.” 4th IEEE International Conference
on Network Softwarization (NetSoft 2018), IEEE, 2018, pp. 318--322, doi:10.1109/NETSOFT.2018.8460029.'
short: 'S. Dräxler, M. Peuster, M. Illian, H. Karl, in: 4th IEEE International Conference
on Network Softwarization (NetSoft 2018), IEEE, 2018, pp. 318--322.'
conference:
end_date: 2018-07-29
location: Montreal
name: 4th IEEE International Conference on Network Softwarization (NetSoft 2018)
start_date: 2018-07-25
date_created: 2018-04-24T12:11:36Z
date_updated: 2022-01-06T06:56:37Z
ddc:
- '004'
department:
- _id: '75'
doi: 10.1109/NETSOFT.2018.8460029
file:
- access_level: closed
content_type: application/pdf
creator: ups
date_created: 2018-12-12T15:18:12Z
date_updated: 2018-12-12T15:18:12Z
file_id: '6195'
file_name: 08460029.pdf
file_size: 2211450
relation: main_file
success: 1
- access_level: open_access
content_type: application/pdf
creator: sevilmeh
date_created: 2019-01-24T10:17:00Z
date_updated: 2019-01-24T10:17:00Z
file_id: '6968'
file_name: NetSoft18_RIS.pdf
file_size: 3445650
relation: main_file
file_date_updated: 2019-01-24T10:17:00Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 318--322
project:
- _id: '23'
grant_number: '762057'
name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
Resources
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: 4th IEEE International Conference on Network Softwarization (NetSoft
2018)
publisher: IEEE
status: public
title: 'Generating Resource and Performance Models for Service Function Chains: The
Video Streaming Case'
type: conference
user_id: '31764'
year: '2018'
...
---
_id: '2481'
abstract:
- lang: eng
text: Network function virtualization requires scaling and placement, deciding the
number and the location of function instances. Current approaches are limited
in flexibility and practical applicability. Specifically, we study dynamic, single-step,
joint scaling and placement of network services with bidirectional flows traversing
Physical or Virtual Network Functions (VNFs) and returning to their sources. We
develop models to support stateful components and legacy network functions with
fixed locations in these network services as well as the possibility of reusing
VNFs across network services. We formalize the problem of jointly scaling and
placing such network services as a mixed- integer linear program (MILP). We show
that this problem is NP-complete and also present a heuristic algorithm to find
good solutions in short time. In an extensive evaluation with realistic scenarios,
we investigate the capabilities of the two approaches.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- 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: 'Dräxler S, Schneider SB, Karl H. Scaling and Placing Bidirectional Services
with Stateful Virtual and Physical Network Functions. In: 4th IEEE International
Conference on Network Softwarization (NetSoft 2018). IEEE; 2018:123--131.'
apa: 'Dräxler, S., Schneider, S. B., & Karl, H. (2018). Scaling and Placing
Bidirectional Services with Stateful Virtual and Physical Network Functions. In
4th IEEE International Conference on Network Softwarization (NetSoft 2018)
(pp. 123--131). Montreal: IEEE.'
bibtex: '@inproceedings{Dräxler_Schneider_Karl_2018, title={ Scaling and Placing
Bidirectional Services with Stateful Virtual and Physical Network Functions},
booktitle={4th IEEE International Conference on Network Softwarization (NetSoft
2018)}, publisher={IEEE}, author={Dräxler, Sevil and Schneider, Stefan Balthasar
and Karl, Holger}, year={2018}, pages={123--131} }'
chicago: Dräxler, Sevil, Stefan Balthasar Schneider, and Holger Karl. “ Scaling
and Placing Bidirectional Services with Stateful Virtual and Physical Network
Functions.” In 4th IEEE International Conference on Network Softwarization
(NetSoft 2018), 123--131. IEEE, 2018.
ieee: S. Dräxler, S. B. Schneider, and H. Karl, “ Scaling and Placing Bidirectional
Services with Stateful Virtual and Physical Network Functions,” in 4th IEEE
International Conference on Network Softwarization (NetSoft 2018), Montreal,
2018, pp. 123--131.
mla: Dräxler, Sevil, et al. “ Scaling and Placing Bidirectional Services with Stateful
Virtual and Physical Network Functions.” 4th IEEE International Conference
on Network Softwarization (NetSoft 2018), IEEE, 2018, pp. 123--131.
short: 'S. Dräxler, S.B. Schneider, H. Karl, in: 4th IEEE International Conference
on Network Softwarization (NetSoft 2018), IEEE, 2018, pp. 123--131.'
conference:
location: Montreal
name: 4th IEEE International Conference on Network Softwarization (NetSoft 2018)
date_created: 2018-04-24T12:14:00Z
date_updated: 2022-01-06T06:56:38Z
ddc:
- '040'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: sevilmeh
date_created: 2018-06-25T07:40:57Z
date_updated: 2018-06-25T07:40:57Z
file_id: '3319'
file_name: RIS.pdf
file_size: 1471937
relation: main_file
file_date_updated: 2018-06-25T07:40:57Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 123--131
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: 4th IEEE International Conference on Network Softwarization (NetSoft
2018)
publication_status: published
publisher: IEEE
status: public
title: ' Scaling and Placing Bidirectional Services with Stateful Virtual and Physical
Network Functions'
type: conference
urn: '24814'
user_id: '477'
year: '2018'
...
---
_id: '2482'
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Hadi
full_name: Razzaghi Kouchaksaraei, Hadi
id: '60845'
last_name: Razzaghi Kouchaksaraei
- first_name: Azahar
full_name: Machwe, Azahar
last_name: Machwe
- first_name: Crispin
full_name: Dent-Young, Crispin
last_name: Dent-Young
- first_name: Kostas
full_name: Katsalis, Kostas
last_name: Katsalis
- first_name: Konstantinos
full_name: Samdanis, Konstantinos
last_name: Samdanis
citation:
ama: 'Dräxler S, Karl H, Razzaghi Kouchaksaraei H, et al. 5G OS: Control and Orchestration
of Services on Multi-Domain Heterogeneous 5G Infrastructures. In: 27th European
Conference on Networks and Communications (EUCNC 2018).'
apa: 'Dräxler, S., Karl, H., Razzaghi Kouchaksaraei, H., Machwe, A., Dent-Young,
C., Katsalis, K., & Samdanis, K. (n.d.). 5G OS: Control and Orchestration
of Services on Multi-Domain Heterogeneous 5G Infrastructures. In 27th European
Conference on Networks and Communications (EUCNC 2018). Ljubljana.'
bibtex: '@inproceedings{Dräxler_Karl_Razzaghi Kouchaksaraei_Machwe_Dent-Young_Katsalis_Samdanis,
title={5G OS: Control and Orchestration of Services on Multi-Domain Heterogeneous
5G Infrastructures}, booktitle={27th European Conference on Networks and Communications
(EUCNC 2018)}, author={Dräxler, Sevil and Karl, Holger and Razzaghi Kouchaksaraei,
Hadi and Machwe, Azahar and Dent-Young, Crispin and Katsalis, Kostas and Samdanis,
Konstantinos} }'
chicago: 'Dräxler, Sevil, Holger Karl, Hadi Razzaghi Kouchaksaraei, Azahar Machwe,
Crispin Dent-Young, Kostas Katsalis, and Konstantinos Samdanis. “5G OS: Control
and Orchestration of Services on Multi-Domain Heterogeneous 5G Infrastructures.”
In 27th European Conference on Networks and Communications (EUCNC 2018),
n.d.'
ieee: 'S. Dräxler et al., “5G OS: Control and Orchestration of Services on
Multi-Domain Heterogeneous 5G Infrastructures,” in 27th European Conference
on Networks and Communications (EUCNC 2018), Ljubljana.'
mla: 'Dräxler, Sevil, et al. “5G OS: Control and Orchestration of Services on Multi-Domain
Heterogeneous 5G Infrastructures.” 27th European Conference on Networks and
Communications (EUCNC 2018).'
short: 'S. Dräxler, H. Karl, H. Razzaghi Kouchaksaraei, A. Machwe, C. Dent-Young,
K. Katsalis, K. Samdanis, in: 27th European Conference on Networks and Communications
(EUCNC 2018), n.d.'
conference:
end_date: 2018-07-21
location: Ljubljana
name: 27th European Conference on Networks and Communications (EUCNC 2018)
start_date: 2018-07-18
date_created: 2018-04-24T12:17:15Z
date_updated: 2022-01-06T06:56:38Z
ddc:
- '000'
file:
- access_level: open_access
content_type: application/pdf
creator: sevilmeh
date_created: 2019-01-24T10:29:12Z
date_updated: 2019-01-24T10:29:12Z
file_id: '6969'
file_name: eucnc18_RIS.pdf
file_size: 215571
relation: main_file
file_date_updated: 2019-01-24T10:29:12Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '23'
grant_number: '762057'
name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
Resources
publication: 27th European Conference on Networks and Communications (EUCNC 2018)
publication_status: accepted
status: public
title: '5G OS: Control and Orchestration of Services on Multi-Domain Heterogeneous
5G Infrastructures'
type: conference
user_id: '31764'
year: '2018'
...
---
_id: '2483'
abstract:
- lang: eng
text: Understanding the behavior of distributed cloud service components in different
load situations is important for efficient and automatic management and orchestration
of these services. For this purpose and for practical research in distributed
cloud computing in general, there is need for benchmarks and experimental data.
In this paper, we describe our experiments for characterizing the relationship
between resource demands of application components and the expected performance
of applica- tions. We present initial results for predicting the interdependence
between resource demands and performance characteristics using support vector
regression and polynomial regression models. The data gathered from our experiments
is publicly available.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Marvin
full_name: Illian, Marvin
last_name: Illian
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Dräxler S, Peuster M, Illian M, Karl H. Towards Predicting Resource Demands
and Performance of Distributed Cloud Services. Wien, Darmstadt; 2018.
apa: Dräxler, S., Peuster, M., Illian, M., & Karl, H. (2018). Towards Predicting
Resource Demands and Performance of Distributed Cloud Services. Wien, Darmstadt.
bibtex: '@book{Dräxler_Peuster_Illian_Karl_2018, place={Wien, Darmstadt}, series={KuVS-Fachgespräch
Fog Computing 2018}, title={Towards Predicting Resource Demands and Performance
of Distributed Cloud Services}, author={Dräxler, Sevil and Peuster, Manuel and
Illian, Marvin and Karl, Holger}, year={2018}, collection={KuVS-Fachgespräch Fog
Computing 2018} }'
chicago: Dräxler, Sevil, Manuel Peuster, Marvin Illian, and Holger Karl. Towards
Predicting Resource Demands and Performance of Distributed Cloud Services.
KuVS-Fachgespräch Fog Computing 2018. Wien, Darmstadt, 2018.
ieee: S. Dräxler, M. Peuster, M. Illian, and H. Karl, Towards Predicting Resource
Demands and Performance of Distributed Cloud Services. Wien, Darmstadt, 2018.
mla: Dräxler, Sevil, et al. Towards Predicting Resource Demands and Performance
of Distributed Cloud Services. 2018.
short: S. Dräxler, M. Peuster, M. Illian, H. Karl, Towards Predicting Resource Demands
and Performance of Distributed Cloud Services, Wien, Darmstadt, 2018.
date_created: 2018-04-24T12:22:40Z
date_updated: 2022-01-06T06:56:38Z
ddc:
- '000'
department:
- _id: '75'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://www.infosys.tuwien.ac.at/docs/proceedings.pdf#page=14
oa: '1'
place: Wien, Darmstadt
project:
- _id: '23'
grant_number: '762057'
name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
Resources
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication_status: published
related_material:
link:
- relation: confirmation
url: http://repositum.tuwien.ac.at/obvutwoa/content/titleinfo/2514843
series_title: KuVS-Fachgespräch Fog Computing 2018
status: public
title: Towards Predicting Resource Demands and Performance of Distributed Cloud Services
type: report
user_id: '31764'
year: '2018'
...
---
_id: '2666'
abstract:
- lang: eng
text: Supporting the vast variety of network services’ management and orchestration
requirements is one of the main challenges that Network Function Virtualization
(NFV) is dealing with. While general management requirements such as Virtual Network
Function (VNF) resource requirements can be specified by the service developers
using service descriptors, specific management operations like VNF-specific configuration
cannot be performed by these descriptors. On the other hand, it is inefficient
and also very challenging for Management and Orchestration (MANO) frameworks to
provide all specific-management operations for every individual network service
and their constituent VNFs. To mitigate this issue, we propose the use of service-specific
programs called Specific Managers (SMs) that can customize management and orchestration
of network services and also extend the capability of MANO frameworks to support
per-service management and orchestration. The results of our evaluation show that
the higher flexibility and programmability enabled by SMs improve the performance
of the service performance and also utilises the service provider resources more
efficiently.
author:
- first_name: Hadi
full_name: Razzaghi Kouchaksaraei, Hadi
id: '60845'
last_name: Razzaghi Kouchaksaraei
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- 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: 'Razzaghi Kouchaksaraei H, Dräxler S, Peuster M, Karl H. Programmable and Flexible
Management and Orchestration of Virtualized Network Functions. In: 2018 European
Conference on Networks and Communications (EuCNC). Ljubljana, Slovenia: IEEE.'
apa: 'Razzaghi Kouchaksaraei, H., Dräxler, S., Peuster, M., & Karl, H. (n.d.).
Programmable and Flexible Management and Orchestration of Virtualized Network
Functions. In 2018 European Conference on Networks and Communications (EuCNC).
Ljubljana, Slovenia: IEEE.'
bibtex: '@inproceedings{Razzaghi Kouchaksaraei_Dräxler_Peuster_Karl, place={Ljubljana,
Slovenia}, title={Programmable and Flexible Management and Orchestration of Virtualized
Network Functions}, booktitle={2018 European Conference on Networks and Communications
(EuCNC)}, publisher={IEEE}, author={Razzaghi Kouchaksaraei, Hadi and Dräxler,
Sevil and Peuster, Manuel and Karl, Holger} }'
chicago: 'Razzaghi Kouchaksaraei, Hadi, Sevil Dräxler, Manuel Peuster, and Holger
Karl. “Programmable and Flexible Management and Orchestration of Virtualized Network
Functions.” In 2018 European Conference on Networks and Communications (EuCNC).
Ljubljana, Slovenia: IEEE, n.d.'
ieee: H. Razzaghi Kouchaksaraei, S. Dräxler, M. Peuster, and H. Karl, “Programmable
and Flexible Management and Orchestration of Virtualized Network Functions,” in
2018 European Conference on Networks and Communications (EuCNC), Ljubljana,
Slovenia.
mla: Razzaghi Kouchaksaraei, Hadi, et al. “Programmable and Flexible Management
and Orchestration of Virtualized Network Functions.” 2018 European Conference
on Networks and Communications (EuCNC), IEEE.
short: 'H. Razzaghi Kouchaksaraei, S. Dräxler, M. Peuster, H. Karl, in: 2018 European
Conference on Networks and Communications (EuCNC), IEEE, Ljubljana, Slovenia,
n.d.'
conference:
end_date: 2018-06-21
location: Ljubljana, Slovenia
name: European Conference on Networks and Communications (EUCNC)
start_date: 2018-06-18
date_created: 2018-05-07T12:30:54Z
date_updated: 2022-01-06T06:57:25Z
ddc:
- '004'
department:
- _id: '34'
file:
- access_level: open_access
content_type: application/pdf
creator: hadik3r
date_created: 2018-06-25T13:52:03Z
date_updated: 2018-06-25T13:58:12Z
file_id: '3357'
file_name: specific_management.pdf
file_size: 183859
relation: main_file
file_date_updated: 2018-06-25T13:58:12Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Ljubljana, Slovenia
project:
- _id: '23'
grant_number: '762057'
name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
Resources
publication: 2018 European Conference on Networks and Communications (EuCNC)
publication_status: accepted
publisher: IEEE
status: public
title: Programmable and Flexible Management and Orchestration of Virtualized Network
Functions
type: conference
urn: '26669'
user_id: '60845'
year: '2018'
...
---
_id: '3152'
abstract:
- lang: eng
text: To adapt to continuously changing workloads in networks, components of the
running network services may need to be replicated (scaling the network service)
and allocated to physical resources (placement) dynamically, also necessitating
dynamic re-routing of flows between service components. In this paper, we propose
JASPER, a fully automated approach to jointly optimizing scaling, placement, and
routing for complex network services, consisting of multiple (virtualized) components.
JASPER handles multiple network services that share the same substrate network;
services can be dynamically added or removed and dynamic workload changes are
handled. Our approach lets service designers specify their services on a high
level of abstraction using service templates. JASPER automatically makes scaling,
placement and routing decisions, enabling quick reaction to changes. We formalize
the problem, analyze its complexity, and develop two algorithms to solve it. Extensive
empirical results show the applicability and effectiveness of the proposed approach.
article_type: original
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Zoltan Adam
full_name: Mann, Zoltan Adam
last_name: Mann
citation:
ama: 'Dräxler S, Karl H, Mann ZA. JASPER: Joint Optimization of Scaling, Placement,
and Routing of Virtual Network Services. IEEE Transactions on Network and Service
Management. 2018. doi:10.1109/TNSM.2018.2846572'
apa: 'Dräxler, S., Karl, H., & Mann, Z. A. (2018). JASPER: Joint Optimization
of Scaling, Placement, and Routing of Virtual Network Services. IEEE Transactions
on Network and Service Management. https://doi.org/10.1109/TNSM.2018.2846572'
bibtex: '@article{Dräxler_Karl_Mann_2018, title={JASPER: Joint Optimization of Scaling,
Placement, and Routing of Virtual Network Services}, DOI={10.1109/TNSM.2018.2846572},
journal={IEEE Transactions on Network and Service Management}, publisher={IEEE},
author={Dräxler, Sevil and Karl, Holger and Mann, Zoltan Adam}, year={2018} }'
chicago: 'Dräxler, Sevil, Holger Karl, and Zoltan Adam Mann. “JASPER: Joint Optimization
of Scaling, Placement, and Routing of Virtual Network Services.” IEEE Transactions
on Network and Service Management, 2018. https://doi.org/10.1109/TNSM.2018.2846572.'
ieee: 'S. Dräxler, H. Karl, and Z. A. Mann, “JASPER: Joint Optimization of Scaling,
Placement, and Routing of Virtual Network Services,” IEEE Transactions on Network
and Service Management, 2018.'
mla: 'Dräxler, Sevil, et al. “JASPER: Joint Optimization of Scaling, Placement,
and Routing of Virtual Network Services.” IEEE Transactions on Network and
Service Management, IEEE, 2018, doi:10.1109/TNSM.2018.2846572.'
short: S. Dräxler, H. Karl, Z.A. Mann, IEEE Transactions on Network and Service
Management (2018).
date_created: 2018-06-11T06:55:05Z
date_updated: 2022-01-06T06:59:00Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/TNSM.2018.2846572
file:
- access_level: closed
content_type: application/pdf
creator: ups
date_created: 2018-11-02T15:25:49Z
date_updated: 2018-11-02T15:25:49Z
file_id: '5302'
file_name: 08382313.pdf
file_size: 1767054
relation: main_file
success: 1
- access_level: open_access
content_type: application/pdf
creator: sevilmeh
date_created: 2019-01-21T16:12:36Z
date_updated: 2019-01-21T16:12:36Z
file_id: '6950'
file_name: TNSM2846572_RIS.pdf
file_size: 2878350
relation: main_file
file_date_updated: 2019-01-21T16:12:36Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1711.10839
oa: '1'
project:
- _id: '23'
grant_number: '762057'
name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
Resources
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: IEEE Transactions on Network and Service Management
publisher: IEEE
status: public
title: 'JASPER: Joint Optimization of Scaling, Placement, and Routing of Virtual Network
Services'
type: journal_article
urn: '31522'
user_id: '31764'
year: '2018'
...
---
_id: '6970'
abstract:
- lang: eng
text: "Dynamic allocation of resources is a key feature in network function virtualization
(NFV), enabling flexible adjustment of slices and contained network services to
ever-changing service demands. \r\nConsidering resource allocation across the
entire network, many authors have proposed approaches to optimize the placement
and chaining of virtual network function (VNF) instances and the allocation of
resources to these VNF instances. In doing so, various optimization objectives
are conceivable, e.g., minimizing certain required resources or the end-to-end
delay of the placed services.\r\n\r\nIn this paper, we investigate the relationship
between four typical optimization objectives when coordinating the placement and
resource allocation of chained VNF instances. We observe an interesting trade-off
between minimizing the overhead of starting/stopping VNF instances and all other
objectives when adapting to changed service demands."
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Schneider SB, Dräxler S, Karl H. Trade-offs in Dynamic Resource Allocation
in Network Function Virtualization. In: IEEE Global Communications Conference
(GLOBECOM 2018). IEEE; 2018.'
apa: 'Schneider, S. B., Dräxler, S., & Karl, H. (2018). Trade-offs in Dynamic
Resource Allocation in Network Function Virtualization. In IEEE Global Communications
Conference (GLOBECOM 2018). Abu Dhabi, UAE: IEEE.'
bibtex: '@inproceedings{Schneider_Dräxler_Karl_2018, title={Trade-offs in Dynamic
Resource Allocation in Network Function Virtualization}, booktitle={IEEE Global
Communications Conference (GLOBECOM 2018)}, publisher={IEEE}, author={Schneider,
Stefan Balthasar and Dräxler, Sevil and Karl, Holger}, year={2018} }'
chicago: Schneider, Stefan Balthasar, Sevil Dräxler, and Holger Karl. “Trade-Offs
in Dynamic Resource Allocation in Network Function Virtualization.” In IEEE
Global Communications Conference (GLOBECOM 2018). IEEE, 2018.
ieee: S. B. Schneider, S. Dräxler, and H. Karl, “Trade-offs in Dynamic Resource
Allocation in Network Function Virtualization,” in IEEE Global Communications
Conference (GLOBECOM 2018), Abu Dhabi, UAE, 2018.
mla: Schneider, Stefan Balthasar, et al. “Trade-Offs in Dynamic Resource Allocation
in Network Function Virtualization.” IEEE Global Communications Conference
(GLOBECOM 2018), IEEE, 2018.
short: 'S.B. Schneider, S. Dräxler, H. Karl, in: IEEE Global Communications Conference
(GLOBECOM 2018), IEEE, 2018.'
conference:
location: Abu Dhabi, UAE
name: IEEE Global Communications Conference (GLOBECOM 2018)
date_created: 2019-01-24T13:53:22Z
date_updated: 2022-01-06T07:03:24Z
ddc:
- '040'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2019-01-24T13:53:16Z
date_updated: 2019-01-24T13:53:16Z
file_id: '6971'
file_name: preprint_ris.pdf
file_size: 422196
relation: main_file
file_date_updated: 2019-01-24T13:53:16Z
has_accepted_license: '1'
language:
- iso: eng
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: IEEE Global Communications Conference (GLOBECOM 2018)
publisher: IEEE
status: public
title: Trade-offs in Dynamic Resource Allocation in Network Function Virtualization
type: conference
user_id: '35343'
year: '2018'
...
---
_id: '30858'
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Marvin
full_name: Illian, Marvin
id: '44169'
last_name: Illian
orcid: 0009-0007-2992-8346
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Dräxler S, Peuster M, Illian M, Karl H. Generating Resource and Performance
Models for Service Function Chains: The Video Streaming Case. In: 2018 4th
IEEE Conference on Network Softwarization and Workshops (NetSoft). IEEE; 2018.
doi:10.1109/netsoft.2018.8460029'
apa: 'Dräxler, S., Peuster, M., Illian, M., & Karl, H. (2018). Generating Resource
and Performance Models for Service Function Chains: The Video Streaming Case.
2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft).
https://doi.org/10.1109/netsoft.2018.8460029'
bibtex: '@inproceedings{Dräxler_Peuster_Illian_Karl_2018, title={Generating Resource
and Performance Models for Service Function Chains: The Video Streaming Case},
DOI={10.1109/netsoft.2018.8460029},
booktitle={2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft)},
publisher={IEEE}, author={Dräxler, Sevil and Peuster, Manuel and Illian, Marvin
and Karl, Holger}, year={2018} }'
chicago: 'Dräxler, Sevil, Manuel Peuster, Marvin Illian, and Holger Karl. “Generating
Resource and Performance Models for Service Function Chains: The Video Streaming
Case.” In 2018 4th IEEE Conference on Network Softwarization and Workshops
(NetSoft). IEEE, 2018. https://doi.org/10.1109/netsoft.2018.8460029.'
ieee: 'S. Dräxler, M. Peuster, M. Illian, and H. Karl, “Generating Resource and
Performance Models for Service Function Chains: The Video Streaming Case,” 2018,
doi: 10.1109/netsoft.2018.8460029.'
mla: 'Dräxler, Sevil, et al. “Generating Resource and Performance Models for Service
Function Chains: The Video Streaming Case.” 2018 4th IEEE Conference on Network
Softwarization and Workshops (NetSoft), IEEE, 2018, doi:10.1109/netsoft.2018.8460029.'
short: 'S. Dräxler, M. Peuster, M. Illian, H. Karl, in: 2018 4th IEEE Conference
on Network Softwarization and Workshops (NetSoft), IEEE, 2018.'
date_created: 2022-04-08T06:12:20Z
date_updated: 2025-09-12T11:17:05Z
doi: 10.1109/netsoft.2018.8460029
language:
- iso: eng
publication: 2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft)
publication_status: published
publisher: IEEE
status: public
title: 'Generating Resource and Performance Models for Service Function Chains: The
Video Streaming Case'
type: conference
user_id: '44169'
year: '2018'
...
---
_id: '61268'
citation:
ama: Dräxler S, Peuster M, Illian M, Karl H, eds. Towards Predicting Resource
Demands and Performance of Distributed Cloud Services.; 2018.
apa: Dräxler, S., Peuster, M., Illian, M., & Karl, H. (Eds.). (2018). Towards
Predicting Resource Demands and Performance of Distributed Cloud Services.
bibtex: '@book{Dräxler_Peuster_Illian_Karl_2018, title={Towards Predicting Resource
Demands and Performance of Distributed Cloud Services}, year={2018} }'
chicago: Dräxler, Sevil, Manuel Peuster, Marvin Illian, and Holger Karl, eds. Towards
Predicting Resource Demands and Performance of Distributed Cloud Services,
2018.
ieee: S. Dräxler, M. Peuster, M. Illian, and H. Karl, Eds., Towards Predicting
Resource Demands and Performance of Distributed Cloud Services. 2018.
mla: Dräxler, Sevil, et al., editors. Towards Predicting Resource Demands and
Performance of Distributed Cloud Services. 2018.
short: S. Dräxler, M. Peuster, M. Illian, H. Karl, eds., Towards Predicting Resource
Demands and Performance of Distributed Cloud Services, 2018.
conference:
end_date: 2018-03-08
location: Darmstadt, Germany
name: KuVS-Fachgespräch Fog Computing 2018
start_date: 2018-03-08
date_created: 2025-09-12T11:46:28Z
date_updated: 2025-09-12T11:46:33Z
editor:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Marvin
full_name: Illian, Marvin
id: '44169'
last_name: Illian
orcid: 0009-0007-2992-8346
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dsg.tuwien.ac.at/docs/proceedings.pdf#page=14
oa: '1'
status: public
title: Towards Predicting Resource Demands and Performance of Distributed Cloud Services
type: conference_editor
user_id: '44169'
year: '2018'
...
---
_id: '58'
abstract:
- lang: eng
text: Network function virtualization and software-defined networking allow services
consisting of virtual network functions to be designed and implemented with great
flexibility by facilitating automatic deployments, migrations, and reconfigurations
for services and their components. For extended flexibility, we go beyond seeing
services as a fixed chain of functions. We define the service structure in a flexible
way that enables changing the order of functions in case the functionality of
the service is not influenced by this, and propose a YANG data model for expressing
this flexibility. Flexible structures allow the network orchestration system to
choose the optimal composition of service components that for example gives the
best results for placement of services in the network. When number of flexible
services and number of components in each service increase, combinatorial explosion
limits the practical use of this flexibility. In this paper, we describe a selection
heuristic that gives a Pareto set of the possible compositions of a service as
well as possible combinations of different services, with respect to different
optimization objectives. Moreover, we present a heuristic algorithm for placement
of a combination of services, which aims at placing service components along shortest
paths that have enough capacity for accommodating the services. By applying these
solutions, we show that allowing flexibility in the service structure is feasible.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Dräxler S, Karl H. Specification, Composition, and Placement of Network Services
with Flexible Structures. International Journal of Network Management.
2017;(2):1--16. doi:10.1002/nem.1963
apa: Dräxler, S., & Karl, H. (2017). Specification, Composition, and Placement
of Network Services with Flexible Structures. International Journal of Network
Management, (2), 1--16. https://doi.org/10.1002/nem.1963
bibtex: '@article{Dräxler_Karl_2017, title={Specification, Composition, and Placement
of Network Services with Flexible Structures}, DOI={10.1002/nem.1963},
number={2}, journal={International Journal of Network Management}, publisher={Wiley
Online Library}, author={Dräxler, Sevil and Karl, Holger}, year={2017}, pages={1--16}
}'
chicago: 'Dräxler, Sevil, and Holger Karl. “Specification, Composition, and Placement
of Network Services with Flexible Structures.” International Journal of Network
Management, no. 2 (2017): 1--16. https://doi.org/10.1002/nem.1963.'
ieee: S. Dräxler and H. Karl, “Specification, Composition, and Placement of Network
Services with Flexible Structures,” International Journal of Network Management,
no. 2, pp. 1--16, 2017.
mla: Dräxler, Sevil, and Holger Karl. “Specification, Composition, and Placement
of Network Services with Flexible Structures.” International Journal of Network
Management, no. 2, Wiley Online Library, 2017, pp. 1--16, doi:10.1002/nem.1963.
short: S. Dräxler, H. Karl, International Journal of Network Management (2017) 1--16.
date_created: 2017-10-17T12:41:02Z
date_updated: 2022-01-06T07:02:42Z
ddc:
- '040'
department:
- _id: '75'
doi: 10.1002/nem.1963
file:
- access_level: open_access
content_type: application/pdf
creator: florida
date_created: 2018-03-21T13:18:13Z
date_updated: 2018-06-13T09:15:42Z
file_id: '1579'
file_name: 58-preprint-ijnm.pdf
file_size: 2765738
relation: hidden
- access_level: open_access
content_type: application/pdf
creator: sevilmeh
date_created: 2018-06-13T09:22:37Z
date_updated: 2018-06-13T09:22:37Z
file_id: '3197'
file_name: 58-accepted-ijnm.pdf
file_size: 2766920
relation: main_file
file_date_updated: 2018-06-13T09:22:37Z
has_accepted_license: '1'
issue: '2'
oa: '1'
page: 1--16
project:
- _id: '1'
name: SFB 901
- _id: '16'
name: SFB 901 - Subprojekt C4
- _id: '4'
name: SFB 901 - Project Area C
- _id: '25'
call_identifier: 5G PPP Phase 1
grant_number: '671517'
name: 'SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized
Networks'
publication: International Journal of Network Management
publisher: Wiley Online Library
status: public
title: Specification, Composition, and Placement of Network Services with Flexible
Structures
type: journal_article
urn: '582'
user_id: '477'
year: '2017'
...
---
_id: '717'
abstract:
- lang: eng
text: In conventional large-scale networks, creation and management of network services
are costly and complex tasks that often consume a lot of resources, including
time and manpower. Network softwarization and network function virtualization
have been introduced to tackle these problems, aiming at decreasing costs and
complexity of implementing new services, maintaining the implemented services,
and managing available resources in service provisioning platforms and underlying
infrastructures. To experience the full potential of these approaches, innovative
development support tools and service provisioning environments are needed. To
answer these needs, we introduce the architecture of the open-source SONATA system,
a service programming, orchestration, and management framework. We present a development
toolchain for virtualized network services, fully integrated with a service platform
and orchestration system. We introduce the modular and flexible architecture of
our system and discuss its main components and features, such as function- and
service-specific managers that allow fine-grained service management, slicing
support to facilitate multi-tenancy, recursiveness for improved scalability, and
full-featured DevOps support.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Hadi
full_name: Razzaghi Kouchaksaraei, Hadi
id: '60845'
last_name: Razzaghi Kouchaksaraei
- first_name: Michael
full_name: Bredel, Michael
last_name: Bredel
- first_name: Johannes
full_name: Lessmann, Johannes
last_name: Lessmann
- first_name: Thomas
full_name: Soenen, Thomas
last_name: Soenen
- first_name: Wouter
full_name: Tavernier, Wouter
last_name: Tavernier
- first_name: Sharon
full_name: Mendel-Brin, Sharon
last_name: Mendel-Brin
- first_name: George
full_name: Xilouris, George
last_name: Xilouris
citation:
ama: 'Dräxler S, Karl H, Peuster M, et al. SONATA: Service programming and orchestration
for virtualized software networks. In: 2017 IEEE International Conference on
Communications Workshops (ICC Workshops). IEEE; 2017. doi:10.1109/iccw.2017.7962785'
apa: 'Dräxler, S., Karl, H., Peuster, M., Razzaghi Kouchaksaraei, H., Bredel, M.,
Lessmann, J., … Xilouris, G. (2017). SONATA: Service programming and orchestration
for virtualized software networks. In 2017 IEEE International Conference on
Communications Workshops (ICC Workshops). Paris, France: IEEE. https://doi.org/10.1109/iccw.2017.7962785'
bibtex: '@inproceedings{Dräxler_Karl_Peuster_Razzaghi Kouchaksaraei_Bredel_Lessmann_Soenen_Tavernier_Mendel-Brin_Xilouris_2017,
title={SONATA: Service programming and orchestration for virtualized software
networks}, DOI={10.1109/iccw.2017.7962785},
booktitle={2017 IEEE International Conference on Communications Workshops (ICC
Workshops)}, publisher={IEEE}, author={Dräxler, Sevil and Karl, Holger and Peuster,
Manuel and Razzaghi Kouchaksaraei, Hadi and Bredel, Michael and Lessmann, Johannes
and Soenen, Thomas and Tavernier, Wouter and Mendel-Brin, Sharon and Xilouris,
George}, year={2017} }'
chicago: 'Dräxler, Sevil, Holger Karl, Manuel Peuster, Hadi Razzaghi Kouchaksaraei,
Michael Bredel, Johannes Lessmann, Thomas Soenen, Wouter Tavernier, Sharon Mendel-Brin,
and George Xilouris. “SONATA: Service Programming and Orchestration for Virtualized
Software Networks.” In 2017 IEEE International Conference on Communications
Workshops (ICC Workshops). IEEE, 2017. https://doi.org/10.1109/iccw.2017.7962785.'
ieee: 'S. Dräxler et al., “SONATA: Service programming and orchestration
for virtualized software networks,” in 2017 IEEE International Conference on
Communications Workshops (ICC Workshops), Paris, France, 2017.'
mla: 'Dräxler, Sevil, et al. “SONATA: Service Programming and Orchestration for
Virtualized Software Networks.” 2017 IEEE International Conference on Communications
Workshops (ICC Workshops), IEEE, 2017, doi:10.1109/iccw.2017.7962785.'
short: 'S. Dräxler, H. Karl, M. Peuster, H. Razzaghi Kouchaksaraei, M. Bredel, J.
Lessmann, T. Soenen, W. Tavernier, S. Mendel-Brin, G. Xilouris, in: 2017 IEEE
International Conference on Communications Workshops (ICC Workshops), IEEE, 2017.'
conference:
end_date: 2017-05-25
location: Paris, France
name: 2017 IEEE International Conference on Communications Workshops (ICC Workshops)
start_date: 2017-05-21
date_created: 2017-11-22T09:42:59Z
date_updated: 2022-01-06T07:03:28Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/iccw.2017.7962785
file:
- access_level: closed
content_type: application/pdf
creator: ups
date_created: 2018-11-02T14:22:10Z
date_updated: 2018-11-02T14:22:10Z
file_id: '5270'
file_name: 07962785.pdf
file_size: 821211
relation: main_file
success: 1
file_date_updated: 2018-11-02T14:22:10Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/1605.05850.pdf
oa: '1'
project:
- _id: '25'
call_identifier: 5G PPP Phase 1
grant_number: '671517'
name: 'SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized
Networks'
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication: 2017 IEEE International Conference on Communications Workshops (ICC Workshops)
publication_identifier:
isbn:
- '9781509015252'
publication_status: published
publisher: IEEE
status: public
title: 'SONATA: Service programming and orchestration for virtualized software networks'
type: conference
user_id: '31764'
year: '2017'
...
---
_id: '723'
abstract:
- lang: eng
text: "Developing a virtualized network service does not only involve the\r\n implementation
and configuration of the network functions it is\r\n composed of but also its
integration and test with management\r\n solutions that will control the service
in its production\r\n environment. These integration tasks require testbeds that
offer the\r\n needed network function virtualization infrastructure~(NFVI), like
OpenStack, introducing a\r\n lot of management and maintenance overheads. Such
testbed setups\r\n become even more complicated when the multi\r\n point-of-presence~(PoP)
case, with multiple infrastructure\r\n installations, is considered.\r\n\r\n
\ In this demo, we showcase an emulation platform that executes\r\n containerized
network services in user-defined multi-PoP\r\n topologies. The platform does
not only allow network service developers to\r\n locally test their services
but also to connect real-world\r\n management and orchestration solutions to
the emulated PoPs. During our\r\n interactive demonstration we focus on the integration
between\r\n the emulated infrastructure and state-of-the-art orchestration\r\n
\ solutions like SONATA or OSM."
author:
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Hadi
full_name: Razzaghi Kouchaksaraei, Hadi
id: '60845'
last_name: Razzaghi Kouchaksaraei
- first_name: Steven
full_name: van Rossem, Steven
last_name: van Rossem
- first_name: Wouter
full_name: Tavernier, Wouter
last_name: Tavernier
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Peuster M, Dräxler S, Razzaghi Kouchaksaraei H, van Rossem S, Tavernier W,
Karl H. A flexible multi-pop infrastructure emulator for carrier-grade MANO systems.
In: IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy,
July 3-7, 2017. ; 2017:1--3. doi:10.1109/NETSOFT.2017.8004250'
apa: Peuster, M., Dräxler, S., Razzaghi Kouchaksaraei, H., van Rossem, S., Tavernier,
W., & Karl, H. (2017). A flexible multi-pop infrastructure emulator for carrier-grade
MANO systems. In IEEE Conference on Network Softwarization, NetSoft 2017, Bologna,
Italy, July 3-7, 2017 (pp. 1--3). Bologna. https://doi.org/10.1109/NETSOFT.2017.8004250
bibtex: '@inproceedings{Peuster_Dräxler_Razzaghi Kouchaksaraei_van Rossem_Tavernier_Karl_2017,
title={A flexible multi-pop infrastructure emulator for carrier-grade MANO systems},
DOI={10.1109/NETSOFT.2017.8004250},
booktitle={IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy,
July 3-7, 2017}, author={Peuster, Manuel and Dräxler, Sevil and Razzaghi Kouchaksaraei,
Hadi and van Rossem, Steven and Tavernier, Wouter and Karl, Holger}, year={2017},
pages={1--3} }'
chicago: Peuster, Manuel, Sevil Dräxler, Hadi Razzaghi Kouchaksaraei, Steven van
Rossem, Wouter Tavernier, and Holger Karl. “A Flexible Multi-Pop Infrastructure
Emulator for Carrier-Grade MANO Systems.” In IEEE Conference on Network Softwarization,
NetSoft 2017, Bologna, Italy, July 3-7, 2017, 1--3, 2017. https://doi.org/10.1109/NETSOFT.2017.8004250.
ieee: M. Peuster, S. Dräxler, H. Razzaghi Kouchaksaraei, S. van Rossem, W. Tavernier,
and H. Karl, “A flexible multi-pop infrastructure emulator for carrier-grade MANO
systems,” in IEEE Conference on Network Softwarization, NetSoft 2017, Bologna,
Italy, July 3-7, 2017, Bologna, 2017, pp. 1--3.
mla: Peuster, Manuel, et al. “A Flexible Multi-Pop Infrastructure Emulator for Carrier-Grade
MANO Systems.” IEEE Conference on Network Softwarization, NetSoft 2017, Bologna,
Italy, July 3-7, 2017, 2017, pp. 1--3, doi:10.1109/NETSOFT.2017.8004250.
short: 'M. Peuster, S. Dräxler, H. Razzaghi Kouchaksaraei, S. van Rossem, W. Tavernier,
H. Karl, in: IEEE Conference on Network Softwarization, NetSoft 2017, Bologna,
Italy, July 3-7, 2017, 2017, pp. 1--3.'
conference:
location: Bologna
name: IEEE Conference on Network Softwarization
date_created: 2017-11-27T10:22:25Z
date_updated: 2022-01-06T07:03:30Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/NETSOFT.2017.8004250
file:
- access_level: open_access
content_type: application/pdf
creator: peuster
date_created: 2018-07-05T11:14:37Z
date_updated: 2018-07-05T11:14:37Z
file_id: '3432'
file_name: main_ris.pdf
file_size: 963155
relation: main_file
file_date_updated: 2018-07-05T11:14:37Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 1--3
project:
- _id: '25'
call_identifier: 5G PPP Phase 1
grant_number: '671517'
name: 'SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized
Networks'
publication: IEEE Conference on Network Softwarization, NetSoft 2017, Bologna, Italy,
July 3-7, 2017
publication_status: published
status: public
title: A flexible multi-pop infrastructure emulator for carrier-grade MANO systems
type: conference
urn: '7236'
user_id: '13271'
year: '2017'
...
---
_id: '87'
abstract:
- lang: eng
text: Management of complex network services requires flexible and efficient service
provisioning as well as optimized handling of continuous changes in the workload
of the service.To adapt to changes in the demand, service components need to be
replicated (scaling) and allocated to physical resources (placement) dynamically.
In this paper, we propose a fullyautomated approach to the joint optimization
problem of scaling and placement, enabling quick reaction to changes. We formalize
the problem, analyze its complexity, and develop two algorithms to solve it. Extensive
empirical results show the applicability andeffectiveness of the proposed approach.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Zoltan Adam
full_name: Mann, Zoltan Adam
last_name: Mann
citation:
ama: 'Dräxler S, Karl H, Mann ZA. Joint Optimization of Scaling and Placement of
Virtual Network Services. In: Proceedings of the 17th IEEE/ACM International
Symposium on Cluster, Cloud and Grid Computing (CCGrid 2017). ; 2017. doi:10.1109/CCGRID.2017.25'
apa: Dräxler, S., Karl, H., & Mann, Z. A. (2017). Joint Optimization of Scaling
and Placement of Virtual Network Services. In Proceedings of the 17th IEEE/ACM
International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2017).
https://doi.org/10.1109/CCGRID.2017.25
bibtex: '@inproceedings{Dräxler_Karl_Mann_2017, title={Joint Optimization of Scaling
and Placement of Virtual Network Services}, DOI={10.1109/CCGRID.2017.25},
booktitle={Proceedings of the 17th IEEE/ACM International Symposium on Cluster,
Cloud and Grid Computing (CCGrid 2017)}, author={Dräxler, Sevil and Karl, Holger
and Mann, Zoltan Adam}, year={2017} }'
chicago: Dräxler, Sevil, Holger Karl, and Zoltan Adam Mann. “Joint Optimization
of Scaling and Placement of Virtual Network Services.” In Proceedings of the
17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid
2017), 2017. https://doi.org/10.1109/CCGRID.2017.25.
ieee: S. Dräxler, H. Karl, and Z. A. Mann, “Joint Optimization of Scaling and Placement
of Virtual Network Services,” in Proceedings of the 17th IEEE/ACM International
Symposium on Cluster, Cloud and Grid Computing (CCGrid 2017), 2017.
mla: Dräxler, Sevil, et al. “Joint Optimization of Scaling and Placement of Virtual
Network Services.” Proceedings of the 17th IEEE/ACM International Symposium
on Cluster, Cloud and Grid Computing (CCGrid 2017), 2017, doi:10.1109/CCGRID.2017.25.
short: 'S. Dräxler, H. Karl, Z.A. Mann, in: Proceedings of the 17th IEEE/ACM International
Symposium on Cluster, Cloud and Grid Computing (CCGrid 2017), 2017.'
date_created: 2017-10-17T12:41:08Z
date_updated: 2022-01-06T07:03:59Z
ddc:
- '040'
department:
- _id: '75'
doi: 10.1109/CCGRID.2017.25
file:
- access_level: open_access
content_type: application/pdf
creator: sevilmeh
date_created: 2018-06-25T08:07:43Z
date_updated: 2018-06-25T08:07:43Z
file_id: '3324'
file_name: RIS.pdf
file_size: 2229109
relation: main_file
file_date_updated: 2018-06-25T08:07:43Z
has_accepted_license: '1'
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '16'
name: SFB 901 - Subprojekt C4
- _id: '4'
name: SFB 901 - Project Area C
- _id: '25'
call_identifier: 5G PPP Phase 1
grant_number: '671517'
name: 'SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized
Networks'
publication: Proceedings of the 17th IEEE/ACM International Symposium on Cluster,
Cloud and Grid Computing (CCGrid 2017)
status: public
title: Joint Optimization of Scaling and Placement of Virtual Network Services
type: conference
urn: '873'
user_id: '31764'
year: '2017'
...
---
_id: '714'
abstract:
- lang: eng
text: The Service Programming and Orchestration for Virtualised Software Networks
(SONATA) project targets both the flexible programmability of software networks
and the optimisation of their deployments by means of integrating Development
and Operations in order to accelerate industry adoption of software networks and
reduce time-to-market for networked services. SONATA supports network function
chaining and orchestration, making service platforms modular and easier to customise
to the needs of different service providers, and introduces a specialised Development
and Operations model for supporting developers.
article_type: original
author:
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Manuel
full_name: Peuster, Manuel
last_name: Peuster
- first_name: Alex
full_name: Galis, Alex
last_name: Galis
- first_name: Michael
full_name: Bredel, Michael
last_name: Bredel
- first_name: Aurora
full_name: Ramos, Aurora
last_name: Ramos
- first_name: Josep
full_name: Martrat, Josep
last_name: Martrat
- first_name: Muhammad Shuaib
full_name: Siddiqui, Muhammad Shuaib
last_name: Siddiqui
- first_name: Steven
full_name: van Rossem, Steven
last_name: van Rossem
- first_name: Wouter
full_name: Tavernier, Wouter
last_name: Tavernier
- first_name: George
full_name: Xilouris, George
last_name: Xilouris
citation:
ama: 'Karl H, Dräxler S, Peuster M, et al. DevOps for network function virtualisation:
an architectural approach. Transactions on Emerging Telecommunications Technologies.
2016;27(9):1206-1215. doi:10.1002/ett.3084'
apa: 'Karl, H., Dräxler, S., Peuster, M., Galis, A., Bredel, M., Ramos, A., … Xilouris,
G. (2016). DevOps for network function virtualisation: an architectural approach.
Transactions on Emerging Telecommunications Technologies, 27(9),
1206–1215. https://doi.org/10.1002/ett.3084'
bibtex: '@article{Karl_Dräxler_Peuster_Galis_Bredel_Ramos_Martrat_Siddiqui_van Rossem_Tavernier_et
al._2016, title={DevOps for network function virtualisation: an architectural
approach}, volume={27}, DOI={10.1002/ett.3084},
number={9}, journal={Transactions on Emerging Telecommunications Technologies},
publisher={Wiley-Blackwell}, author={Karl, Holger and Dräxler, Sevil and Peuster,
Manuel and Galis, Alex and Bredel, Michael and Ramos, Aurora and Martrat, Josep
and Siddiqui, Muhammad Shuaib and van Rossem, Steven and Tavernier, Wouter and
et al.}, year={2016}, pages={1206–1215} }'
chicago: 'Karl, Holger, Sevil Dräxler, Manuel Peuster, Alex Galis, Michael Bredel,
Aurora Ramos, Josep Martrat, et al. “DevOps for Network Function Virtualisation:
An Architectural Approach.” Transactions on Emerging Telecommunications Technologies
27, no. 9 (2016): 1206–15. https://doi.org/10.1002/ett.3084.'
ieee: 'H. Karl et al., “DevOps for network function virtualisation: an architectural
approach,” Transactions on Emerging Telecommunications Technologies, vol.
27, no. 9, pp. 1206–1215, 2016.'
mla: 'Karl, Holger, et al. “DevOps for Network Function Virtualisation: An Architectural
Approach.” Transactions on Emerging Telecommunications Technologies, vol.
27, no. 9, Wiley-Blackwell, 2016, pp. 1206–15, doi:10.1002/ett.3084.'
short: H. Karl, S. Dräxler, M. Peuster, A. Galis, M. Bredel, A. Ramos, J. Martrat,
M.S. Siddiqui, S. van Rossem, W. Tavernier, G. Xilouris, Transactions on Emerging
Telecommunications Technologies 27 (2016) 1206–1215.
date_created: 2017-11-22T09:32:54Z
date_updated: 2022-01-06T07:03:28Z
department:
- _id: '75'
doi: 10.1002/ett.3084
intvolume: ' 27'
issue: '9'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: 'https://doi.org/10.1002/ett.3084 '
oa: '1'
page: 1206-1215
publication: Transactions on Emerging Telecommunications Technologies
publication_identifier:
issn:
- 2161-3915
publication_status: published
publisher: Wiley-Blackwell
status: public
title: 'DevOps for network function virtualisation: an architectural approach'
type: journal_article
user_id: '31764'
volume: 27
year: '2016'
...
---
_id: '166'
abstract:
- lang: eng
text: Network function virtualization and software-defined networking allow services
consisting of virtual network functions to be designed and implemented with great
flexibility by facilitating automatic deployments, migrations, and reconfigurations
for services and their components. For extended flexibility, we go beyond seeing
services as a fixed chain of functions. We present a YANG model for describing
the service structure in deployment requests in a flexible way that enables changing
the order of functions in case the order of traversing them does not affect the
functionality of the service. Upon receiving such requests, the network orchestration
system can choose the optimal composition of service components that gives the
best results for placement of services in the network. This introduces new complexities
to the placement problem by greatly increasing the number of possible ways a service
can be composed. In this paper, we describe a heuristic solution that selects
a Pareto set of the possible compositions of a service as well as possible combinations
of different services, with respect to different resource requirements of the
services. Our evaluations show that the selected combinations consist of representative
samples of possible structures and requirements and therefore, can result in optimal
or close-to-optimal placement results.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Dräxler S, Karl H. Placement of Services with Flexible Structures Specified
by a YANG Data Model. In: Proceedings of the 2nd International IEEE Conference
on Network Softwarization (NetSoft). ; 2016:184--192. doi:10.1109/NETSOFT.2016.7502412'
apa: Dräxler, S., & Karl, H. (2016). Placement of Services with Flexible Structures
Specified by a YANG Data Model. In Proceedings of the 2nd International IEEE
Conference on Network Softwarization (NetSoft) (pp. 184--192). https://doi.org/10.1109/NETSOFT.2016.7502412
bibtex: '@inproceedings{Dräxler_Karl_2016, title={Placement of Services with Flexible
Structures Specified by a YANG Data Model}, DOI={10.1109/NETSOFT.2016.7502412},
booktitle={Proceedings of the 2nd International IEEE Conference on Network Softwarization
(NetSoft)}, author={Dräxler, Sevil and Karl, Holger}, year={2016}, pages={184--192}
}'
chicago: Dräxler, Sevil, and Holger Karl. “Placement of Services with Flexible Structures
Specified by a YANG Data Model.” In Proceedings of the 2nd International IEEE
Conference on Network Softwarization (NetSoft), 184--192, 2016. https://doi.org/10.1109/NETSOFT.2016.7502412.
ieee: S. Dräxler and H. Karl, “Placement of Services with Flexible Structures Specified
by a YANG Data Model,” in Proceedings of the 2nd International IEEE Conference
on Network Softwarization (NetSoft), 2016, pp. 184--192.
mla: Dräxler, Sevil, and Holger Karl. “Placement of Services with Flexible Structures
Specified by a YANG Data Model.” Proceedings of the 2nd International IEEE
Conference on Network Softwarization (NetSoft), 2016, pp. 184--192, doi:10.1109/NETSOFT.2016.7502412.
short: 'S. Dräxler, H. Karl, in: Proceedings of the 2nd International IEEE Conference
on Network Softwarization (NetSoft), 2016, pp. 184--192.'
date_created: 2017-10-17T12:41:24Z
date_updated: 2022-01-06T06:52:53Z
ddc:
- '040'
department:
- _id: '75'
doi: 10.1109/NETSOFT.2016.7502412
file:
- access_level: open_access
content_type: application/pdf
creator: sevilmeh
date_created: 2018-06-25T07:53:54Z
date_updated: 2018-06-25T07:53:54Z
file_id: '3322'
file_name: RIS.pdf
file_size: 1471937
relation: main_file
file_date_updated: 2018-06-25T07:53:54Z
has_accepted_license: '1'
main_file_link:
- url: http://ieeexplore.ieee.org/search/searchresult.jsp?newsearch=true&queryText=10.1109%2FNETSOFT.2016.7502412
oa: '1'
page: 184--192
project:
- _id: '1'
name: SFB 901
- _id: '16'
name: SFB 901 - Subprojekt C4
- _id: '4'
name: SFB 901 - Project Area C
- _id: '25'
call_identifier: 5G PPP Phase 1
grant_number: '671517'
name: 'SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized
Networks'
publication: Proceedings of the 2nd International IEEE Conference on Network Softwarization
(NetSoft)
status: public
title: Placement of Services with Flexible Structures Specified by a YANG Data Model
type: conference
urn: '1665'
user_id: '31764'
year: '2016'
...
---
_id: '749'
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Dräxler S, Karl H. Specification of Complex Structures in Distributed Service
Function Chaining Using a YANG Data Model. CoRR. 2015.
apa: Dräxler, S., & Karl, H. (2015). Specification of Complex Structures in
Distributed Service Function Chaining Using a YANG Data Model. CoRR.
bibtex: '@article{Dräxler_Karl_2015, title={Specification of Complex Structures
in Distributed Service Function Chaining Using a YANG Data Model}, journal={CoRR},
author={Dräxler, Sevil and Karl, Holger}, year={2015} }'
chicago: Dräxler, Sevil, and Holger Karl. “Specification of Complex Structures in
Distributed Service Function Chaining Using a YANG Data Model.” CoRR, 2015.
ieee: S. Dräxler and H. Karl, “Specification of Complex Structures in Distributed
Service Function Chaining Using a YANG Data Model,” CoRR. 2015.
mla: Dräxler, Sevil, and Holger Karl. “Specification of Complex Structures in Distributed
Service Function Chaining Using a YANG Data Model.” CoRR, 2015.
short: S. Dräxler, H. Karl, CoRR (2015).
date_created: 2017-11-27T10:22:25Z
date_updated: 2022-01-06T07:03:39Z
department:
- _id: '75'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1503.02442
oa: '1'
publication: CoRR
status: public
title: Specification of Complex Structures in Distributed Service Function Chaining
Using a YANG Data Model
type: preprint
user_id: '31764'
year: '2015'
...
---
_id: '360'
abstract:
- lang: eng
text: 'Network appliances perform different functions on network flows and constitute
an important part of an operator’s network. Normally, a set of chained network
functions process network flows. Following the trend of virtualization of networks,
virtualization of the network functions has also become a topic of interest. We
define a model for formalizing the chaining of network functions using a context-free
language. We process deployment requests and construct virtual network function
graphs that can be mapped to the network. We describe the mapping as a Mixed Integer
Quadratically Constrained Program (MIQCP) for finding the placement of the network
functions and chaining them together considering the limited network resources
and requirements of the functions. We have performed a Pareto set analysis to
investigate the possible trade-offs between different optimization objectives. '
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Matthias
full_name: Keller, Matthias
last_name: Keller
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Dräxler S, Keller M, Karl H. Specifying and Placing Chains of Virtual Network
Functions. In: Proceedings of the 3rd International Conference on Cloud Networking
(CloudNet). ; 2014:7-13. doi:10.1109/CloudNet.2014.6968961'
apa: Dräxler, S., Keller, M., & Karl, H. (2014). Specifying and Placing Chains
of Virtual Network Functions. In Proceedings of the 3rd International Conference
on Cloud Networking (CloudNet) (pp. 7–13). https://doi.org/10.1109/CloudNet.2014.6968961
bibtex: '@inproceedings{Dräxler_Keller_Karl_2014, title={Specifying and Placing
Chains of Virtual Network Functions}, DOI={10.1109/CloudNet.2014.6968961},
booktitle={Proceedings of the 3rd International Conference on Cloud Networking
(CloudNet)}, author={Dräxler, Sevil and Keller, Matthias and Karl, Holger}, year={2014},
pages={7–13} }'
chicago: Dräxler, Sevil, Matthias Keller, and Holger Karl. “Specifying and Placing
Chains of Virtual Network Functions.” In Proceedings of the 3rd International
Conference on Cloud Networking (CloudNet), 7–13, 2014. https://doi.org/10.1109/CloudNet.2014.6968961.
ieee: S. Dräxler, M. Keller, and H. Karl, “Specifying and Placing Chains of Virtual
Network Functions,” in Proceedings of the 3rd International Conference on Cloud
Networking (CloudNet), 2014, pp. 7–13.
mla: Dräxler, Sevil, et al. “Specifying and Placing Chains of Virtual Network Functions.”
Proceedings of the 3rd International Conference on Cloud Networking (CloudNet),
2014, pp. 7–13, doi:10.1109/CloudNet.2014.6968961.
short: 'S. Dräxler, M. Keller, H. Karl, in: Proceedings of the 3rd International
Conference on Cloud Networking (CloudNet), 2014, pp. 7–13.'
date_created: 2017-10-17T12:42:02Z
date_updated: 2022-01-06T06:59:27Z
ddc:
- '040'
department:
- _id: '75'
doi: 10.1109/CloudNet.2014.6968961
file:
- access_level: open_access
content_type: application/pdf
creator: florida
date_created: 2018-03-20T07:21:01Z
date_updated: 2018-06-25T08:08:44Z
file_id: '1409'
file_name: 360-Mehr1410_Specifying_preprint_01.pdf
file_size: 422019
relation: main_file
file_date_updated: 2018-06-25T08:08:44Z
has_accepted_license: '1'
oa: '1'
page: 7-13
project:
- _id: '1'
name: SFB 901
- _id: '6'
name: SFB 901 - Subprojekt A2
- _id: '2'
name: SFB 901 - Project Area A
publication: Proceedings of the 3rd International Conference on Cloud Networking (CloudNet)
status: public
title: Specifying and Placing Chains of Virtual Network Functions
type: conference
urn: '3601'
user_id: '31764'
year: '2014'
...
---
_id: '461'
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
citation:
ama: Dräxler S. Adaptive Placement of Programmable Virtual Network Function Chains.
Universität Paderborn; 2014.
apa: Dräxler, S. (2014). Adaptive Placement of Programmable Virtual Network Function
Chains. Universität Paderborn.
bibtex: '@book{Dräxler_2014, title={Adaptive Placement of Programmable Virtual Network
Function Chains}, publisher={Universität Paderborn}, author={Dräxler, Sevil},
year={2014} }'
chicago: Dräxler, Sevil. Adaptive Placement of Programmable Virtual Network Function
Chains. Universität Paderborn, 2014.
ieee: S. Dräxler, Adaptive Placement of Programmable Virtual Network Function
Chains. Universität Paderborn, 2014.
mla: Dräxler, Sevil. Adaptive Placement of Programmable Virtual Network Function
Chains. Universität Paderborn, 2014.
short: S. Dräxler, Adaptive Placement of Programmable Virtual Network Function Chains,
Universität Paderborn, 2014.
date_created: 2017-10-17T12:42:21Z
date_updated: 2022-01-06T07:01:14Z
department:
- _id: '75'
project:
- _id: '1'
name: SFB 901
- _id: '6'
name: SFB 901 - Subprojekt A2
- _id: '2'
name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
title: Adaptive Placement of Programmable Virtual Network Function Chains
type: bachelorsthesis
user_id: '477'
year: '2014'
...