---
_id: '9809'
abstract:
- lang: eng
  text: Remarkable advantages of Containers (CNs) over Virtual Machines (VMs) such
    as lower overhead and faster startup has gained the attention of Communication
    Service Providers (CSPs) as using CNs for providing Virtual Network Functions
    (VNFs) can save costs while increasing the service agility. However, as it is
    not feasible to realise all types of VNFs in CNs, the coexistence of VMs and CNs
    is proposed. To put VMs and CNs together, an orchestration framework that can
    chain services across distributed and heterogeneous domains is required. To this
    end, we implemented a framework by extending and consolidating state-of-the-art
    tools and technologies originated from Network Function Virtualization (NFV),
    Software-defined Networking (SDN) and cloud computing environments. This framework
    chains services provisioned across Kubernetes and OpenStack domains. During the
    demo, we deploy a service consist of CN- and VM-based VNFs to demonstrate different
    features provided by our framework.
author:
- first_name: Hadi
  full_name: Razzaghi Kouchaksaraei, Hadi
  id: '60845'
  last_name: Razzaghi Kouchaksaraei
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Razzaghi Kouchaksaraei H, Karl H. Service Function Chaining Across OpenStack
    and Kubernetes Domains. In: <i>13th ACM International Conference on Distributed
    and Event-Based Systems</i>. Darmstadt; 2019. doi:<a href="https://doi.org/10.1145/3328905.3332505">10.1145/3328905.3332505</a>'
  apa: Razzaghi Kouchaksaraei, H., &#38; Karl, H. (2019). Service Function Chaining
    Across OpenStack and Kubernetes Domains. In <i>13th ACM International Conference
    on Distributed and Event-based Systems</i>. Darmstadt. <a href="https://doi.org/10.1145/3328905.3332505">https://doi.org/10.1145/3328905.3332505</a>
  bibtex: '@inproceedings{Razzaghi Kouchaksaraei_Karl_2019, place={Darmstadt}, title={Service
    Function Chaining Across OpenStack and Kubernetes Domains}, DOI={<a href="https://doi.org/10.1145/3328905.3332505">10.1145/3328905.3332505</a>},
    booktitle={13th ACM International Conference on Distributed and Event-based Systems},
    author={Razzaghi Kouchaksaraei, Hadi and Karl, Holger}, year={2019} }'
  chicago: Razzaghi Kouchaksaraei, Hadi, and Holger Karl. “Service Function Chaining
    Across OpenStack and Kubernetes Domains.” In <i>13th ACM International Conference
    on Distributed and Event-Based Systems</i>. Darmstadt, 2019. <a href="https://doi.org/10.1145/3328905.3332505">https://doi.org/10.1145/3328905.3332505</a>.
  ieee: H. Razzaghi Kouchaksaraei and H. Karl, “Service Function Chaining Across OpenStack
    and Kubernetes Domains,” in <i>13th ACM International Conference on Distributed
    and Event-based Systems</i>, Darmstadt, 2019.
  mla: Razzaghi Kouchaksaraei, Hadi, and Holger Karl. “Service Function Chaining Across
    OpenStack and Kubernetes Domains.” <i>13th ACM International Conference on Distributed
    and Event-Based Systems</i>, 2019, doi:<a href="https://doi.org/10.1145/3328905.3332505">10.1145/3328905.3332505</a>.
  short: 'H. Razzaghi Kouchaksaraei, H. Karl, in: 13th ACM International Conference
    on Distributed and Event-Based Systems, Darmstadt, 2019.'
conference:
  end_date: 2019-06-28
  location: Darmstadt
  name: 13th ACM International Conference on Distributed and Event-based Systems
  start_date: 2019-06-24
date_created: 2019-05-14T05:43:57Z
date_updated: 2022-01-06T07:04:21Z
ddc:
- '004'
department:
- _id: '34'
doi: 10.1145/3328905.3332505
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2019-08-26T09:09:50Z
  date_updated: 2019-08-26T09:09:50Z
  file_id: '12953'
  file_name: p240-Kouchaksaraei.pdf
  file_size: 1206037
  relation: main_file
file_date_updated: 2019-08-26T09:09:50Z
has_accepted_license: '1'
keyword:
- Network Function Virtualization
- Software-defined Networking
- Cloud Computing
- service orchestration
- OpenStack
- Kubernetes
language:
- iso: eng
place: 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: 13th ACM International Conference on Distributed and Event-based Systems
publication_status: published
status: public
title: Service Function Chaining Across OpenStack and Kubernetes Domains
type: conference
user_id: '477'
year: '2019'
...
---
_id: '9824'
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: Mengxuan
  full_name: Zhao, Mengxuan
  last_name: Zhao
- first_name: George
  full_name: Xilouris, George
  last_name: Xilouris
- first_name: Panagiotis
  full_name: Trakadas, Panagiotis
  last_name: Trakadas
- first_name: Felipe
  full_name: Vicens, Felipe
  last_name: Vicens
- first_name: Wouter
  full_name: Tavernier, Wouter
  last_name: Tavernier
- first_name: Thomas
  full_name: Soenen, Thomas
  last_name: Soenen
- first_name: Ricard
  full_name: Vilalta, Ricard
  last_name: Vilalta
- first_name: George
  full_name: Andreou, George
  last_name: Andreou
- first_name: Dimosthenis
  full_name: Kyriazis, Dimosthenis
  last_name: Kyriazis
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: Peuster M, Schneider SB, Zhao M, et al. Introducing Automated Verification
    and Validation for Virtualized Network Functions and Services. <i>IEEE Communications
    Magazine</i>. 2019:96-102. doi:<a href="https://doi.org/10.1109/mcom.2019.1800873">10.1109/mcom.2019.1800873</a>
  apa: Peuster, M., Schneider, S. B., Zhao, M., Xilouris, G., Trakadas, P., Vicens,
    F., … Karl, H. (2019). Introducing Automated Verification and Validation for Virtualized
    Network Functions and Services. <i>IEEE Communications Magazine</i>, 96–102. <a
    href="https://doi.org/10.1109/mcom.2019.1800873">https://doi.org/10.1109/mcom.2019.1800873</a>
  bibtex: '@article{Peuster_Schneider_Zhao_Xilouris_Trakadas_Vicens_Tavernier_Soenen_Vilalta_Andreou_et
    al._2019, title={Introducing Automated Verification and Validation for Virtualized
    Network Functions and Services}, DOI={<a href="https://doi.org/10.1109/mcom.2019.1800873">10.1109/mcom.2019.1800873</a>},
    journal={IEEE Communications Magazine}, author={Peuster, Manuel and Schneider,
    Stefan Balthasar and Zhao, Mengxuan and Xilouris, George and Trakadas, Panagiotis
    and Vicens, Felipe and Tavernier, Wouter and Soenen, Thomas and Vilalta, Ricard
    and Andreou, George and et al.}, year={2019}, pages={96–102} }'
  chicago: Peuster, Manuel, Stefan Balthasar Schneider, Mengxuan Zhao, George Xilouris,
    Panagiotis Trakadas, Felipe Vicens, Wouter Tavernier, et al. “Introducing Automated
    Verification and Validation for Virtualized Network Functions and Services.” <i>IEEE
    Communications Magazine</i>, 2019, 96–102. <a href="https://doi.org/10.1109/mcom.2019.1800873">https://doi.org/10.1109/mcom.2019.1800873</a>.
  ieee: M. Peuster <i>et al.</i>, “Introducing Automated Verification and Validation
    for Virtualized Network Functions and Services,” <i>IEEE Communications Magazine</i>,
    pp. 96–102, 2019.
  mla: Peuster, Manuel, et al. “Introducing Automated Verification and Validation
    for Virtualized Network Functions and Services.” <i>IEEE Communications Magazine</i>,
    2019, pp. 96–102, doi:<a href="https://doi.org/10.1109/mcom.2019.1800873">10.1109/mcom.2019.1800873</a>.
  short: M. Peuster, S.B. Schneider, M. Zhao, G. Xilouris, P. Trakadas, F. Vicens,
    W. Tavernier, T. Soenen, R. Vilalta, G. Andreou, D. Kyriazis, H. Karl, IEEE Communications
    Magazine (2019) 96–102.
date_created: 2019-05-16T09:09:16Z
date_updated: 2022-01-06T07:04:23Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/mcom.2019.1800873
file:
- access_level: open_access
  content_type: application/pdf
  creator: peuster
  date_created: 2019-05-16T09:13:40Z
  date_updated: 2019-05-16T09:13:40Z
  description: |+
    Preprint of original article: M. Peuster et al., "Introducing Automated Verification and Validation for Virtualized Network Functions and Services," in IEEE Communications Magazine, vol. 57, no. 5, pp. 96-102, May 2019.
    doi: 10.1109/MCOM.2019.1800873

  file_id: '9825'
  file_name: main_for_ris.pdf
  file_size: 1735036
  relation: main_file
  title: Introducing Automated Verification and Validation for Virtualized Network
    Functions and Services
file_date_updated: 2019-05-16T09:13:40Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/8713807
oa: '1'
page: 96-102
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: IEEE Communications Magazine
publication_identifier:
  issn:
  - 0163-6804
  - 1558-1896
publication_status: published
status: public
title: Introducing Automated Verification and Validation for Virtualized Network Functions
  and Services
type: journal_article
user_id: '13271'
year: '2019'
...
...
---
_id: '12912'
author:
- first_name: Hadi
  full_name: Razzaghi Kouchaksaraei, Hadi
  id: '60845'
  last_name: Razzaghi Kouchaksaraei
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Razzaghi Kouchaksaraei H, Karl H. Quantitative Analysis of Dynamically Provisioned
    Heterogeneous Network Services. In: <i>15th International Conference on Network
    and Service Management (CNSM)</i>. Halifax, Canada; 2019.'
  apa: Razzaghi Kouchaksaraei, H., &#38; Karl, H. (2019). Quantitative Analysis of
    Dynamically Provisioned Heterogeneous Network Services. In <i>15th International
    Conference on Network and Service Management (CNSM)</i>. Halifax, Canada.
  bibtex: '@inproceedings{Razzaghi Kouchaksaraei_Karl_2019, place={Halifax, Canada},
    title={Quantitative Analysis of Dynamically Provisioned Heterogeneous Network
    Services}, booktitle={15th International Conference on Network and Service Management
    (CNSM)}, author={Razzaghi Kouchaksaraei, Hadi and Karl, Holger}, year={2019} }'
  chicago: Razzaghi Kouchaksaraei, Hadi, and Holger Karl. “Quantitative Analysis of
    Dynamically Provisioned Heterogeneous Network Services.” In <i>15th International
    Conference on Network and Service Management (CNSM)</i>. Halifax, Canada, 2019.
  ieee: H. Razzaghi Kouchaksaraei and H. Karl, “Quantitative Analysis of Dynamically
    Provisioned Heterogeneous Network Services,” in <i>15th International Conference
    on Network and Service Management (CNSM)</i>, Halifax, Canada, 2019.
  mla: Razzaghi Kouchaksaraei, Hadi, and Holger Karl. “Quantitative Analysis of Dynamically
    Provisioned Heterogeneous Network Services.” <i>15th International Conference
    on Network and Service Management (CNSM)</i>, 2019.
  short: 'H. Razzaghi Kouchaksaraei, H. Karl, in: 15th International Conference on
    Network and Service Management (CNSM), Halifax, Canada, 2019.'
conference:
  end_date: 2019-10-25
  location: Halifax, Canada
  name: 15th International Conference on Network and Service Management
  start_date: 2019-10-21
date_created: 2019-08-12T08:12:30Z
date_updated: 2022-01-06T06:51:24Z
department:
- _id: '34'
language:
- iso: eng
place: Halifax, Canada
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: 15th International Conference on Network and Service Management (CNSM)
publication_status: published
status: public
title: Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services
type: conference
user_id: '60845'
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: <i>IEEE 17th International Conference
    on Industrial Informatics (IEEE-INDIN)</i>. Helsinki: IEEE; 2019.'
  apa: 'Müller, M., Behnke, D., Bök, P.-B., Peuster, M., Schneider, S. B., &#38; Karl,
    H. (2019). 5G as Key Technology for Networked Factories: Application of Vertical-specific
    Network Services for Enabling Flexible Smart Manufacturing. In <i>IEEE 17th International
    Conference on Industrial Informatics (IEEE-INDIN)</i>. 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 <i>IEEE 17th International Conference on Industrial Informatics
    (IEEE-INDIN)</i>. 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 <i>IEEE 17th International
    Conference on Industrial Informatics (IEEE-INDIN)</i>, 2019.'
  mla: 'Müller, Marcel, et al. “5G as Key Technology for Networked Factories: Application
    of Vertical-Specific Network Services for Enabling Flexible Smart Manufacturing.”
    <i>IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN)</i>,
    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: <i>IEEE/IFIP
    15th International Conference on Network and Service Management (CNSM)</i>. Halifax:
    IEEE/IFIP; 2019.'
  apa: 'Peuster, M., Schneider, S. B., &#38; Karl, H. (2019). The Softwarised Network
    Data Zoo. In <i>IEEE/IFIP 15th International Conference on Network and Service
    Management (CNSM)</i>. 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 <i>IEEE/IFIP 15th International Conference on Network and
    Service Management (CNSM)</i>. Halifax: IEEE/IFIP, 2019.'
  ieee: M. Peuster, S. B. Schneider, and H. Karl, “The Softwarised Network Data Zoo,”
    in <i>IEEE/IFIP 15th International Conference on Network and Service Management
    (CNSM)</i>, 2019.
  mla: Peuster, Manuel, et al. “The Softwarised Network Data Zoo.” <i>IEEE/IFIP 15th
    International Conference on Network and Service Management (CNSM)</i>, 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: '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: <i>IEEE Conference on
    Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas:
    IEEE; 2019.'
  apa: 'Moro, D., Peuster, M., Karl, H., &#38; Capone, A. (2019). FOP4: Function Offloading
    Prototyping in Heterogeneous and Programmable Network Scenarios. In <i>IEEE Conference
    on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>.
    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 <i>IEEE Conference on Network Function Virtualization and Software Defined
    Networks (NFV-SDN)</i>. Dallas: IEEE, 2019.'
  ieee: 'D. Moro, M. Peuster, H. Karl, and A. Capone, “FOP4: Function Offloading Prototyping
    in Heterogeneous and Programmable Network Scenarios,” in <i>IEEE Conference on
    Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, 2019.'
  mla: 'Moro, Daniele, et al. “FOP4: Function Offloading Prototyping in Heterogeneous
    and Programmable Network Scenarios.” <i>IEEE Conference on Network Function Virtualization
    and Software Defined Networks (NFV-SDN)</i>, 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: <i>IEEE Conference on Network Function
    Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE; 2019.'
  apa: 'Moro, D., Peuster, M., Karl, H., &#38; Capone, A. (2019). Demonstrating FOP4:
    A Flexible Platform to Prototype NFV Offloading Scenarios. In <i>IEEE Conference
    on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>.
    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 <i>IEEE Conference
    on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>.
    Dallas: IEEE, 2019.'
  ieee: 'D. Moro, M. Peuster, H. Karl, and A. Capone, “Demonstrating FOP4: A Flexible
    Platform to Prototype NFV Offloading Scenarios,” in <i>IEEE Conference on Network
    Function Virtualization and Software Defined Networks (NFV-SDN)</i>, 2019.'
  mla: 'Moro, Daniele, et al. “Demonstrating FOP4: A Flexible Platform to Prototype
    NFV Offloading Scenarios.” <i>IEEE Conference on Network Function Virtualization
    and Software Defined Networks (NFV-SDN)</i>, 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: '14851'
author:
- first_name: Alexander
  full_name: Mäcker, Alexander
  id: '13536'
  last_name: Mäcker
citation:
  ama: Mäcker A. <i>On Scheduling with Setup Times</i>. Universität Paderborn; 2019.
    doi:<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>
  apa: Mäcker, A. (2019). <i>On Scheduling with Setup Times</i>. Universität Paderborn.
    <a href="https://doi.org/10.17619/UNIPB/1-828">https://doi.org/10.17619/UNIPB/1-828</a>
  bibtex: '@book{Mäcker_2019, place={Universität Paderborn}, title={On Scheduling
    with Setup Times}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>},
    author={Mäcker, Alexander}, year={2019} }'
  chicago: Mäcker, Alexander. <i>On Scheduling with Setup Times</i>. Universität Paderborn,
    2019. <a href="https://doi.org/10.17619/UNIPB/1-828">https://doi.org/10.17619/UNIPB/1-828</a>.
  ieee: A. Mäcker, <i>On Scheduling with Setup Times</i>. Universität Paderborn, 2019.
  mla: Mäcker, Alexander. <i>On Scheduling with Setup Times</i>. 2019, doi:<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>.
  short: A. Mäcker, On Scheduling with Setup Times, Universität Paderborn, 2019.
date_created: 2019-11-07T14:17:05Z
date_updated: 2022-01-06T06:52:08Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.17619/UNIPB/1-828
language:
- iso: eng
place: Universität Paderborn
project:
- _id: '1'
  name: SFB 901
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '4'
  name: SFB 901 - Project Area C
related_material:
  link:
  - relation: confirmation
    url: https://doi.org/10.17619/UNIPB/1-828
status: public
supervisor:
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
title: On Scheduling with Setup Times
type: dissertation
user_id: '15415'
year: '2019'
...
---
_id: '13124'
author:
- first_name: Sevil
  full_name: Dräxler, Sevil
  id: '31764'
  last_name: Dräxler
citation:
  ama: Dräxler S. <i>Scaling, Placement, and Routing for Pliable Virtualized Composed
    Services</i>. Universität Paderborn; 2019.
  apa: Dräxler, S. (2019). <i>Scaling, placement, and routing for pliable virtualized
    composed services</i>. 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. <i>Scaling, Placement, and Routing for Pliable Virtualized
    Composed Services</i>. Universität Paderborn, 2019.
  ieee: S. Dräxler, <i>Scaling, placement, and routing for pliable virtualized composed
    services</i>. Universität Paderborn, 2019.
  mla: Dräxler, Sevil. <i>Scaling, Placement, and Routing for Pliable Virtualized
    Composed Services</i>. 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: '13292'
abstract:
- lang: eng
  text: "Building on 5G and network function virtualization (NFV), smart manufacturing
    has the potential to drastically increase productivity, reduce cost, and introduce
    novel, flexible manufacturing services. Current work mostly focuses on high-level
    scenarios or emulation-based prototype deployments. \r\n\r\nExtending our previous
    work, we showcase one of the first cloud-native 5G verticals focusing on the deployment
    of smart manufacturing use cases on production infrastructure. In particular,
    we use the 5GTANGO service platform to deploy our developed network services on
    Kubernetes. For this demo, we implemented a series of cloud-native virtualized
    network functions (VNFs) and created suitable service descriptors. Their light-weight,
    stateless deployment on Kubernetes enables quick instantiation, scalability, and
    robustness."
author:
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Manuel
  full_name: Peuster, Manuel
  id: '13271'
  last_name: Peuster
- first_name: Kai
  full_name: Hannemann, Kai
  last_name: Hannemann
- first_name: Daniel
  full_name: Behnke, Daniel
  last_name: Behnke
- first_name: Marcel
  full_name: Müller, Marcel
  last_name: Müller
- first_name: Patrick-Benjamin
  full_name: Bök, Patrick-Benjamin
  last_name: Bök
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Schneider SB, Peuster M, Hannemann K, et al. “Producing Cloud-Native”: Smart
    Manufacturing Use Cases on Kubernetes. In: <i>IEEE Conference on Network Function
    Virtualization and Software Defined Networks (NFV-SDN) Demo Track</i>. Dallas,
    TX, USA: IEEE; 2019.'
  apa: 'Schneider, S. B., Peuster, M., Hannemann, K., Behnke, D., Müller, M., Bök,
    P.-B., &#38; Karl, H. (2019). “Producing Cloud-Native”: Smart Manufacturing Use
    Cases on Kubernetes. In <i>IEEE Conference on Network Function Virtualization
    and Software Defined Networks (NFV-SDN) Demo Track</i>. Dallas, TX, USA: IEEE.'
  bibtex: '@inproceedings{Schneider_Peuster_Hannemann_Behnke_Müller_Bök_Karl_2019,
    place={Dallas, TX, USA}, title={“Producing Cloud-Native”: Smart Manufacturing
    Use Cases on Kubernetes}, booktitle={IEEE Conference on Network Function Virtualization
    and Software Defined Networks (NFV-SDN) Demo Track}, publisher={IEEE}, author={Schneider,
    Stefan Balthasar and Peuster, Manuel and Hannemann, Kai and Behnke, Daniel and
    Müller, Marcel and Bök, Patrick-Benjamin and Karl, Holger}, year={2019} }'
  chicago: 'Schneider, Stefan Balthasar, Manuel Peuster, Kai Hannemann, Daniel Behnke,
    Marcel Müller, Patrick-Benjamin Bök, and Holger Karl. “‘Producing Cloud-Native’:
    Smart Manufacturing Use Cases on Kubernetes.” In <i>IEEE Conference on Network
    Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track</i>.
    Dallas, TX, USA: IEEE, 2019.'
  ieee: 'S. B. Schneider <i>et al.</i>, “‘Producing Cloud-Native’: Smart Manufacturing
    Use Cases on Kubernetes,” in <i>IEEE Conference on Network Function Virtualization
    and Software Defined Networks (NFV-SDN) Demo Track</i>, Dallas, TX, USA, 2019.'
  mla: 'Schneider, Stefan Balthasar, et al. “‘Producing Cloud-Native’: Smart Manufacturing
    Use Cases on Kubernetes.” <i>IEEE Conference on Network Function Virtualization
    and Software Defined Networks (NFV-SDN) Demo Track</i>, IEEE, 2019.'
  short: 'S.B. Schneider, M. Peuster, K. Hannemann, D. Behnke, M. Müller, P.-B. Bök,
    H. Karl, in: IEEE Conference on Network Function Virtualization and Software Defined
    Networks (NFV-SDN) Demo Track, IEEE, Dallas, TX, USA, 2019.'
conference:
  location: Dallas, TX, USA
  name: 2019 IEEE Conference on Network Function Virtualization and Software Defined
    Networks (NFV-SDN) Demo Track
date_created: 2019-09-19T07:17:46Z
date_updated: 2022-01-06T06:51:32Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2019-09-19T07:17:41Z
  date_updated: 2019-09-19T07:17:41Z
  file_id: '13293'
  file_name: preprint_ris.pdf
  file_size: 182136
  relation: main_file
file_date_updated: 2019-09-19T07:17:41Z
has_accepted_license: '1'
keyword:
- 5G
- NFV
- Smart Manufacturing
- Cloud-Native
- Kubernetes
language:
- iso: eng
oa: '1'
place: Dallas, TX, USA
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '28'
  grant_number: '761493'
  name: 5G Development and validation platform for global industry-specific network
    services and Apps
publication: IEEE Conference on Network Function Virtualization and Software Defined
  Networks (NFV-SDN) Demo Track
publisher: IEEE
status: public
title: '"Producing Cloud-Native": Smart Manufacturing Use Cases on Kubernetes'
type: conference
user_id: '35343'
year: '2019'
...
---
_id: '10325'
author:
- first_name: Manuel
  full_name: Peuster, Manuel
  id: '13271'
  last_name: Peuster
- first_name: Michael
  full_name: Marchetti, Michael
  last_name: Marchetti
- first_name: Gerardo
  full_name: García de Blas, Gerardo
  last_name: García de Blas
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: Peuster M, Marchetti M, García de Blas G, Karl H. Automated testing of NFV
    orchestrators against carrier-grade multi-PoP scenarios using emulation-based
    smoke testing. <i>EURASIP Journal on Wireless Communications and Networking</i>.
    2019. doi:<a href="https://doi.org/10.1186/s13638-019-1493-2">10.1186/s13638-019-1493-2</a>
  apa: Peuster, M., Marchetti, M., García de Blas, G., &#38; Karl, H. (2019). Automated
    testing of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based
    smoke testing. <i>EURASIP Journal on Wireless Communications and Networking</i>.
    <a href="https://doi.org/10.1186/s13638-019-1493-2">https://doi.org/10.1186/s13638-019-1493-2</a>
  bibtex: '@article{Peuster_Marchetti_García de Blas_Karl_2019, title={Automated testing
    of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based
    smoke testing}, DOI={<a href="https://doi.org/10.1186/s13638-019-1493-2">10.1186/s13638-019-1493-2</a>},
    journal={EURASIP Journal on Wireless Communications and Networking}, publisher={Springer},
    author={Peuster, Manuel and Marchetti, Michael and García de Blas, Gerardo and
    Karl, Holger}, year={2019} }'
  chicago: Peuster, Manuel, Michael Marchetti, Gerardo García de Blas, and Holger
    Karl. “Automated Testing of NFV Orchestrators against Carrier-Grade Multi-PoP
    Scenarios Using Emulation-Based Smoke Testing.” <i>EURASIP Journal on Wireless
    Communications and Networking</i>, 2019. <a href="https://doi.org/10.1186/s13638-019-1493-2">https://doi.org/10.1186/s13638-019-1493-2</a>.
  ieee: M. Peuster, M. Marchetti, G. García de Blas, and H. Karl, “Automated testing
    of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based
    smoke testing,” <i>EURASIP Journal on Wireless Communications and Networking</i>,
    2019.
  mla: Peuster, Manuel, et al. “Automated Testing of NFV Orchestrators against Carrier-Grade
    Multi-PoP Scenarios Using Emulation-Based Smoke Testing.” <i>EURASIP Journal on
    Wireless Communications and Networking</i>, Springer, 2019, doi:<a href="https://doi.org/10.1186/s13638-019-1493-2">10.1186/s13638-019-1493-2</a>.
  short: M. Peuster, M. Marchetti, G. García de Blas, H. Karl, EURASIP Journal on
    Wireless Communications and Networking (2019).
date_created: 2019-06-27T06:42:38Z
date_updated: 2022-01-06T06:50:37Z
ddc:
- '004'
department:
- _id: '75'
doi: 10.1186/s13638-019-1493-2
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2019-08-26T11:13:00Z
  date_updated: 2019-08-26T11:13:00Z
  file_id: '12963'
  file_name: s13638-019-1493-2.pdf
  file_size: 1750901
  relation: main_file
  success: 1
file_date_updated: 2019-08-26T11:13:00Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://jwcn-eurasipjournals.springeropen.com/articles/10.1186/s13638-019-1493-2
oa: '1'
project:
- _id: '28'
  grant_number: '761493'
  name: 5G Development and validation platform for global industry-specific network
    services and Apps
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: EURASIP Journal on Wireless Communications and Networking
publication_identifier:
  issn:
  - 1687-1499
publication_status: published
publisher: Springer
status: public
title: Automated testing of NFV orchestrators against carrier-grade multi-PoP scenarios
  using emulation-based smoke testing
type: journal_article
user_id: '477'
year: '2019'
...
---
_id: '10344'
author:
- first_name: Simon
  full_name: Pukrop, Simon
  last_name: Pukrop
citation:
  ama: Pukrop S. <i>Scheduling Algorithms for Multi-Operation Jobs with Setups on
    a Single Machine</i>. Universität Paderborn; 2019.
  apa: Pukrop, S. (2019). <i>Scheduling Algorithms for Multi-Operation Jobs with Setups
    on a Single Machine</i>. Universität Paderborn.
  bibtex: '@book{Pukrop_2019, title={Scheduling Algorithms for Multi-Operation Jobs
    with Setups on a Single Machine}, publisher={Universität Paderborn}, author={Pukrop,
    Simon}, year={2019} }'
  chicago: Pukrop, Simon. <i>Scheduling Algorithms for Multi-Operation Jobs with Setups
    on a Single Machine</i>. Universität Paderborn, 2019.
  ieee: S. Pukrop, <i>Scheduling Algorithms for Multi-Operation Jobs with Setups on
    a Single Machine</i>. Universität Paderborn, 2019.
  mla: Pukrop, Simon. <i>Scheduling Algorithms for Multi-Operation Jobs with Setups
    on a Single Machine</i>. Universität Paderborn, 2019.
  short: S. Pukrop, Scheduling Algorithms for Multi-Operation Jobs with Setups on
    a Single Machine, Universität Paderborn, 2019.
date_created: 2019-07-04T07:21:19Z
date_updated: 2022-01-06T06:50:37Z
department:
- _id: '63'
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: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
title: Scheduling Algorithms for Multi-Operation Jobs with Setups on a Single Machine
type: mastersthesis
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: <i>4th IEEE
    International Conference on Network Softwarization (NetSoft 2018)</i>. IEEE; 2018:318--322.
    doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8460029">10.1109/NETSOFT.2018.8460029</a>'
  apa: 'Dräxler, S., Peuster, M., Illian, M., &#38; Karl, H. (2018). Generating Resource
    and Performance Models for Service Function Chains: The Video Streaming Case.
    In <i>4th IEEE International Conference on Network Softwarization (NetSoft 2018)</i>
    (pp. 318--322). Montreal: IEEE. <a href="https://doi.org/10.1109/NETSOFT.2018.8460029">https://doi.org/10.1109/NETSOFT.2018.8460029</a>'
  bibtex: '@inproceedings{Dräxler_Peuster_Illian_Karl_2018, title={Generating Resource
    and Performance Models for Service Function Chains: The Video Streaming Case},
    DOI={<a href="https://doi.org/10.1109/NETSOFT.2018.8460029">10.1109/NETSOFT.2018.8460029</a>},
    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 <i>4th IEEE International Conference on Network Softwarization (NetSoft
    2018)</i>, 318--322. IEEE, 2018. <a href="https://doi.org/10.1109/NETSOFT.2018.8460029">https://doi.org/10.1109/NETSOFT.2018.8460029</a>.'
  ieee: 'S. Dräxler, M. Peuster, M. Illian, and H. Karl, “Generating Resource and
    Performance Models for Service Function Chains: The Video Streaming Case,” in
    <i>4th IEEE International Conference on Network Softwarization (NetSoft 2018)</i>,
    Montreal, 2018, pp. 318--322.'
  mla: 'Dräxler, Sevil, et al. “Generating Resource and Performance Models for Service
    Function Chains: The Video Streaming Case.” <i>4th IEEE International Conference
    on Network Softwarization (NetSoft 2018)</i>, IEEE, 2018, pp. 318--322, doi:<a
    href="https://doi.org/10.1109/NETSOFT.2018.8460029">10.1109/NETSOFT.2018.8460029</a>.'
  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: <i>4th IEEE International
    Conference on Network Softwarization (NetSoft 2018)</i>. IEEE; 2018:123--131.'
  apa: 'Dräxler, S., Schneider, S. B., &#38; Karl, H. (2018).  Scaling and Placing
    Bidirectional Services with Stateful Virtual and Physical Network Functions. In
    <i>4th IEEE International Conference on Network Softwarization (NetSoft 2018)</i>
    (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 <i>4th IEEE International Conference on Network Softwarization
    (NetSoft 2018)</i>, 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 <i>4th IEEE
    International Conference on Network Softwarization (NetSoft 2018)</i>, Montreal,
    2018, pp. 123--131.
  mla: Dräxler, Sevil, et al. “ Scaling and Placing Bidirectional Services with Stateful
    Virtual and Physical Network Functions.” <i>4th IEEE International Conference
    on Network Softwarization (NetSoft 2018)</i>, 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: '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. <i>Towards Predicting Resource Demands
    and Performance of Distributed Cloud Services</i>. Wien, Darmstadt; 2018.
  apa: Dräxler, S., Peuster, M., Illian, M., &#38; Karl, H. (2018). <i>Towards Predicting
    Resource Demands and Performance of Distributed Cloud Services</i>. 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. <i>Towards
    Predicting Resource Demands and Performance of Distributed Cloud Services</i>.
    KuVS-Fachgespräch Fog Computing 2018. Wien, Darmstadt, 2018.
  ieee: S. Dräxler, M. Peuster, M. Illian, and H. Karl, <i>Towards Predicting Resource
    Demands and Performance of Distributed Cloud Services</i>. Wien, Darmstadt, 2018.
  mla: Dräxler, Sevil, et al. <i>Towards Predicting Resource Demands and Performance
    of Distributed Cloud Services</i>. 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: '2484'
abstract:
- lang: eng
  text: We study the classic bin packing problem in a fully-dynamic setting, where
    new items can arrive and old items may depart. We want algorithms with low asymptotic
    competitive ratio while repacking items sparingly between updates. Formally, each
    item i has a movement cost c_i >= 0, and we want to use alpha * OPT bins and incur
    a movement cost gamma * c_i, either in the worst case, or in an amortized sense,
    for alpha, gamma as small as possible. We call gamma the recourse of the algorithm.
    This is motivated by cloud storage applications, where fully-dynamic bin packing
    models the problem of data backup to minimize the number of disks used, as well
    as communication incurred in moving file backups between disks. Since the set
    of files changes over time, we could recompute a solution periodically from scratch,
    but this would give a high number of disk rewrites, incurring a high energy cost
    and possible wear and tear of the disks. In this work, we present optimal tradeoffs
    between number of bins used and number of items repacked, as well as natural extensions
    of the latter measure.
author:
- first_name: Björn
  full_name: Feldkord, Björn
  id: '22704'
  last_name: Feldkord
- first_name: Matthias
  full_name: Feldotto, Matthias
  id: '14052'
  last_name: Feldotto
  orcid: 0000-0003-1348-6516
- first_name: Anupam
  full_name: Gupta, Anupam
  last_name: Gupta
- first_name: Guru
  full_name: Guruganesh, Guru
  last_name: Guruganesh
- first_name: 'Amit '
  full_name: 'Kumar, Amit '
  last_name: Kumar
- first_name: Sören
  full_name: Riechers, Sören
  last_name: Riechers
- first_name: David
  full_name: Wajc, David
  last_name: Wajc
citation:
  ama: 'Feldkord B, Feldotto M, Gupta A, et al. Fully-Dynamic Bin Packing with Little
    Repacking. In: Chatzigiannakis I, Kaklamanis C, Marx D, Sannella D, eds. <i>45th
    International Colloquium on Automata, Languages, and Programming (ICALP 2018)</i>.
    Vol 107. Leibniz International Proceedings in Informatics (LIPIcs). Dagstuhl,
    Germany: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik; 2018:51:1-51:24. doi:<a
    href="https://doi.org/10.4230/LIPIcs.ICALP.2018.51">10.4230/LIPIcs.ICALP.2018.51</a>'
  apa: 'Feldkord, B., Feldotto, M., Gupta, A., Guruganesh, G., Kumar, A., Riechers,
    S., &#38; Wajc, D. (2018). Fully-Dynamic Bin Packing with Little Repacking. In
    I. Chatzigiannakis, C. Kaklamanis, D. Marx, &#38; D. Sannella (Eds.), <i>45th
    International Colloquium on Automata, Languages, and Programming (ICALP 2018)</i>
    (Vol. 107, pp. 51:1-51:24). Dagstuhl, Germany: Schloss Dagstuhl--Leibniz-Zentrum
    fuer Informatik. <a href="https://doi.org/10.4230/LIPIcs.ICALP.2018.51">https://doi.org/10.4230/LIPIcs.ICALP.2018.51</a>'
  bibtex: '@inproceedings{Feldkord_Feldotto_Gupta_Guruganesh_Kumar_Riechers_Wajc_2018,
    place={Dagstuhl, Germany}, series={Leibniz International Proceedings in Informatics
    (LIPIcs)}, title={Fully-Dynamic Bin Packing with Little Repacking}, volume={107},
    DOI={<a href="https://doi.org/10.4230/LIPIcs.ICALP.2018.51">10.4230/LIPIcs.ICALP.2018.51</a>},
    booktitle={45th International Colloquium on Automata, Languages, and Programming
    (ICALP 2018)}, publisher={Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
    author={Feldkord, Björn and Feldotto, Matthias and Gupta, Anupam and Guruganesh,
    Guru and Kumar, Amit  and Riechers, Sören and Wajc, David}, editor={Chatzigiannakis,
    Ioannis and Kaklamanis, Christos and Marx, Dániel and Sannella, DonaldEditors},
    year={2018}, pages={51:1-51:24}, collection={Leibniz International Proceedings
    in Informatics (LIPIcs)} }'
  chicago: 'Feldkord, Björn, Matthias Feldotto, Anupam Gupta, Guru Guruganesh, Amit  Kumar,
    Sören Riechers, and David Wajc. “Fully-Dynamic Bin Packing with Little Repacking.”
    In <i>45th International Colloquium on Automata, Languages, and Programming (ICALP
    2018)</i>, edited by Ioannis Chatzigiannakis, Christos Kaklamanis, Dániel Marx,
    and Donald Sannella, 107:51:1-51:24. Leibniz International Proceedings in Informatics
    (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik,
    2018. <a href="https://doi.org/10.4230/LIPIcs.ICALP.2018.51">https://doi.org/10.4230/LIPIcs.ICALP.2018.51</a>.'
  ieee: B. Feldkord <i>et al.</i>, “Fully-Dynamic Bin Packing with Little Repacking,”
    in <i>45th International Colloquium on Automata, Languages, and Programming (ICALP
    2018)</i>, Prag, 2018, vol. 107, pp. 51:1-51:24.
  mla: Feldkord, Björn, et al. “Fully-Dynamic Bin Packing with Little Repacking.”
    <i>45th International Colloquium on Automata, Languages, and Programming (ICALP
    2018)</i>, edited by Ioannis Chatzigiannakis et al., vol. 107, Schloss Dagstuhl--Leibniz-Zentrum
    fuer Informatik, 2018, pp. 51:1-51:24, doi:<a href="https://doi.org/10.4230/LIPIcs.ICALP.2018.51">10.4230/LIPIcs.ICALP.2018.51</a>.
  short: 'B. Feldkord, M. Feldotto, A. Gupta, G. Guruganesh, A. Kumar, S. Riechers,
    D. Wajc, in: I. Chatzigiannakis, C. Kaklamanis, D. Marx, D. Sannella (Eds.), 45th
    International Colloquium on Automata, Languages, and Programming (ICALP 2018),
    Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Dagstuhl, Germany, 2018, pp.
    51:1-51:24.'
conference:
  end_date: 2018-07-13
  location: Prag
  name: 45th International Colloquium on Automata, Languages, and Programming (ICALP
    2018)
  start_date: 2018-07-10
date_created: 2018-04-24T15:21:56Z
date_updated: 2022-01-06T06:56:39Z
ddc:
- '000'
department:
- _id: '541'
- _id: '63'
doi: 10.4230/LIPIcs.ICALP.2018.51
editor:
- first_name: Ioannis
  full_name: Chatzigiannakis, Ioannis
  last_name: Chatzigiannakis
- first_name: Christos
  full_name: Kaklamanis, Christos
  last_name: Kaklamanis
- first_name: Dániel
  full_name: Marx, Dániel
  last_name: Marx
- first_name: Donald
  full_name: Sannella, Donald
  last_name: Sannella
external_id:
  arxiv:
  - '1711.01231'
file:
- access_level: closed
  content_type: application/pdf
  creator: feldi
  date_created: 2018-10-31T16:58:18Z
  date_updated: 2018-10-31T16:58:18Z
  file_id: '5227'
  file_name: LIPIcs-ICALP-2018-51.pdf
  file_size: 723824
  relation: main_file
  success: 1
file_date_updated: 2018-10-31T16:58:18Z
has_accepted_license: '1'
intvolume: '       107'
language:
- iso: eng
page: 51:1-51:24
place: Dagstuhl, Germany
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '5'
  name: SFB 901 - Subproject A1
- _id: '7'
  name: SFB 901 - Subproject A3
- _id: '16'
  name: SFB 901 - Subproject C4
publication: 45th International Colloquium on Automata, Languages, and Programming
  (ICALP 2018)
publication_identifier:
  isbn:
  - 978-3-95977-076-7
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: Fully-Dynamic Bin Packing with Little Repacking
type: conference
user_id: '14052'
volume: 107
year: '2018'
...
---
_id: '2848'
author:
- first_name: Shouwei
  full_name: Li, Shouwei
  last_name: Li
- first_name: Christine
  full_name: Markarian, Christine
  id: '37612'
  last_name: Markarian
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
citation:
  ama: Li S, Markarian C, Meyer auf der Heide F. Towards Flexible Demands in Online
    Leasing Problems. . <i>Algorithmica</i>. 2018;80(5):1556–1574. doi:<a href="https://doi.org/10.1007/s00453-018-0420-y">10.1007/s00453-018-0420-y</a>
  apa: Li, S., Markarian, C., &#38; Meyer auf der Heide, F. (2018). Towards Flexible
    Demands in Online Leasing Problems. . <i>Algorithmica</i>, <i>80</i>(5), 1556–1574.
    <a href="https://doi.org/10.1007/s00453-018-0420-y">https://doi.org/10.1007/s00453-018-0420-y</a>
  bibtex: '@article{Li_Markarian_Meyer auf der Heide_2018, title={Towards Flexible
    Demands in Online Leasing Problems. }, volume={80}, DOI={<a href="https://doi.org/10.1007/s00453-018-0420-y">10.1007/s00453-018-0420-y</a>},
    number={5}, journal={Algorithmica}, publisher={Springer}, author={Li, Shouwei
    and Markarian, Christine and Meyer auf der Heide, Friedhelm}, year={2018}, pages={1556–1574}
    }'
  chicago: 'Li, Shouwei, Christine Markarian, and Friedhelm Meyer auf der Heide. “Towards
    Flexible Demands in Online Leasing Problems. .” <i>Algorithmica</i> 80, no. 5
    (2018): 1556–1574. <a href="https://doi.org/10.1007/s00453-018-0420-y">https://doi.org/10.1007/s00453-018-0420-y</a>.'
  ieee: S. Li, C. Markarian, and F. Meyer auf der Heide, “Towards Flexible Demands
    in Online Leasing Problems. ,” <i>Algorithmica</i>, vol. 80, no. 5, pp. 1556–1574,
    2018.
  mla: Li, Shouwei, et al. “Towards Flexible Demands in Online Leasing Problems. .”
    <i>Algorithmica</i>, vol. 80, no. 5, Springer, 2018, pp. 1556–1574, doi:<a href="https://doi.org/10.1007/s00453-018-0420-y">10.1007/s00453-018-0420-y</a>.
  short: S. Li, C. Markarian, F. Meyer auf der Heide, Algorithmica 80 (2018) 1556–1574.
date_created: 2018-05-24T08:32:38Z
date_updated: 2022-01-06T06:58:06Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.1007/s00453-018-0420-y
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:18:16Z
  date_updated: 2018-11-02T15:18:16Z
  file_id: '5298'
  file_name: TowardsFlexibleDemandsInOnline.pdf
  file_size: 600583
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:18:16Z
has_accepted_license: '1'
intvolume: '        80'
issue: '5'
language:
- iso: eng
page: 1556–1574
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: Algorithmica
publisher: Springer
status: public
title: 'Towards Flexible Demands in Online Leasing Problems. '
type: journal_article
user_id: '477'
volume: 80
year: '2018'
...
---
_id: '2472'
author:
- first_name: Sébastien
  full_name: Auroux, Sébastien
  last_name: Auroux
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Auroux S, Karl H. Distributed Placement of Virtualized Control Applications
    in Mobile Backhaul Networks. In: Proc. of IEEE Wireless Communications and Networking
    Conference (WCNC); 2018. doi:<a href="https://doi.org/ 10.1109/WCNC.2018.8377335">
    10.1109/WCNC.2018.8377335</a>'
  apa: Auroux, S., &#38; Karl, H. (2018). Distributed Placement of Virtualized Control
    Applications in Mobile Backhaul Networks. Proc. of IEEE Wireless Communications
    and Networking Conference (WCNC). <a href="https://doi.org/ 10.1109/WCNC.2018.8377335">https://doi.org/
    10.1109/WCNC.2018.8377335</a>
  bibtex: '@inproceedings{Auroux_Karl_2018, title={Distributed Placement of Virtualized
    Control Applications in Mobile Backhaul Networks}, DOI={<a href="https://doi.org/
    10.1109/WCNC.2018.8377335"> 10.1109/WCNC.2018.8377335</a>}, publisher={Proc. of
    IEEE Wireless Communications and Networking Conference (WCNC)}, author={Auroux,
    Sébastien and Karl, Holger}, year={2018} }'
  chicago: Auroux, Sébastien, and Holger Karl. “Distributed Placement of Virtualized
    Control Applications in Mobile Backhaul Networks.” Proc. of IEEE Wireless Communications
    and Networking Conference (WCNC), 2018. <a href="https://doi.org/ 10.1109/WCNC.2018.8377335">https://doi.org/
    10.1109/WCNC.2018.8377335</a>.
  ieee: S. Auroux and H. Karl, “Distributed Placement of Virtualized Control Applications
    in Mobile Backhaul Networks,” 2018.
  mla: Auroux, Sébastien, and Holger Karl. <i>Distributed Placement of Virtualized
    Control Applications in Mobile Backhaul Networks</i>. Proc. of IEEE Wireless Communications
    and Networking Conference (WCNC), 2018, doi:<a href="https://doi.org/ 10.1109/WCNC.2018.8377335">
    10.1109/WCNC.2018.8377335</a>.
  short: 'S. Auroux, H. Karl, in: Proc. of IEEE Wireless Communications and Networking
    Conference (WCNC), 2018.'
date_created: 2018-04-24T08:04:28Z
date_updated: 2022-01-06T06:56:33Z
ddc:
- '000'
department:
- _id: '75'
doi: ' 10.1109/WCNC.2018.8377335'
file:
- access_level: closed
  content_type: application/pdf
  creator: tabu
  date_created: 2018-04-24T08:04:02Z
  date_updated: 2018-04-24T08:04:02Z
  file_id: '2473'
  file_name: p2262-auroux.pdf
  file_size: 371352
  relation: main_file
  success: 1
file_date_updated: 2018-04-24T08:04:02Z
has_accepted_license: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publisher: Proc. of IEEE Wireless Communications and Networking Conference (WCNC)
status: public
title: Distributed Placement of Virtualized Control Applications in Mobile Backhaul
  Networks
type: conference
user_id: '126'
year: '2018'
...
---
_id: '3345'
abstract:
- lang: eng
  text: "Dynamically steering flows through virtualized net- work function instances
    is a key enabler for elastic, on-demand deployments of virtualized network functions.
    This becomes par- ticular challenging when stateful functions are involved, necessi-
    tating state management. The problem with existing solutions is that they typically
    embrace state migration and flow rerouting jointly, imposing a huge set of requirements
    on the on-boarded VNFs, e.g., solution-specific state management interfaces.\r\nIn
    this paper, we introduce the seamless handover proto- col (SHarP). It provides
    an easy-to-use, loss-less, and order- preserving flow rerouting mechanism that
    is not fixed to a single state management approach. This allows VNF vendors to
    implement or use the state management solution of their choice. SHarP supports
    these solutions with additional information when flows are migrated. Further,
    we show how SHarP significantly reduces the buffer usage at a central (SDN) controller,
    which is a typical bottleneck in existing solutions. Our experiments show that
    SHarP uses a constant amount of controller buffer, irrespective of the time taken
    to migrate the VNF state."
author:
- first_name: Manuel
  full_name: Peuster, Manuel
  id: '13271'
  last_name: Peuster
- first_name: Hannes
  full_name: Küttner, Hannes
  last_name: Küttner
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Peuster M, Küttner H, Karl H.  Let the state follow its flows: An SDN-based
    flow handover protocol to support state migration. In: <i>4th IEEE International
    Conference on Network Softwarization (NetSoft 2018)</i>. Montreal. doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8460007">10.1109/NETSOFT.2018.8460007</a>'
  apa: 'Peuster, M., Küttner, H., &#38; Karl, H. (n.d.).  Let the state follow its
    flows: An SDN-based flow handover protocol to support state migration. In <i>4th
    IEEE International Conference on Network Softwarization (NetSoft 2018)</i>. Montreal.
    <a href="https://doi.org/10.1109/NETSOFT.2018.8460007">https://doi.org/10.1109/NETSOFT.2018.8460007</a>'
  bibtex: '@inproceedings{Peuster_Küttner_Karl, place={Montreal}, title={ Let the
    state follow its flows: An SDN-based flow handover protocol to support state migration},
    DOI={<a href="https://doi.org/10.1109/NETSOFT.2018.8460007">10.1109/NETSOFT.2018.8460007</a>},
    booktitle={4th IEEE International Conference on Network Softwarization (NetSoft
    2018)}, author={Peuster, Manuel and Küttner, Hannes and Karl, Holger} }'
  chicago: 'Peuster, Manuel, Hannes Küttner, and Holger Karl. “ Let the State Follow
    Its Flows: An SDN-Based Flow Handover Protocol to Support State Migration.” In
    <i>4th IEEE International Conference on Network Softwarization (NetSoft 2018)</i>.
    Montreal, n.d. <a href="https://doi.org/10.1109/NETSOFT.2018.8460007">https://doi.org/10.1109/NETSOFT.2018.8460007</a>.'
  ieee: 'M. Peuster, H. Küttner, and H. Karl, “ Let the state follow its flows: An
    SDN-based flow handover protocol to support state migration,” in <i>4th IEEE International
    Conference on Network Softwarization (NetSoft 2018)</i>, Montreal.'
  mla: 'Peuster, Manuel, et al. “ Let the State Follow Its Flows: An SDN-Based Flow
    Handover Protocol to Support State Migration.” <i>4th IEEE International Conference
    on Network Softwarization (NetSoft 2018)</i>, doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8460007">10.1109/NETSOFT.2018.8460007</a>.'
  short: 'M. Peuster, H. Küttner, H. Karl, in: 4th IEEE International Conference on
    Network Softwarization (NetSoft 2018), Montreal, n.d.'
conference:
  end_date: 2018-06-29
  location: Montreal
  name: 4th IEEE International Conference on Network Softwarization (NetSoft 2018)
  start_date: 2018-06-25
date_created: 2018-06-25T12:21:49Z
date_updated: 2022-01-06T06:59:11Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/NETSOFT.2018.8460007
file:
- access_level: open_access
  content_type: application/pdf
  creator: peuster
  date_created: 2018-07-05T11:11:37Z
  date_updated: 2018-07-05T11:12:29Z
  file_id: '3428'
  file_name: main_ris.pdf
  file_size: 901561
  relation: main_file
file_date_updated: 2018-07-05T11:12:29Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/8460007/
oa: '1'
place: Montreal
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: accepted
status: public
title: ' Let the state follow its flows: An SDN-based flow handover protocol to support
  state migration'
type: conference
urn: '33458'
user_id: '13271'
year: '2018'
...
---
_id: '3346'
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: 'Johannes '
  full_name: 'Kampmeyer, Johannes '
  last_name: Kampmeyer
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Peuster M, Kampmeyer J, Karl H. Containernet 2.0: A Rapid Prototyping Platform
    for Hybrid Service Function Chains. In: <i>4th IEEE International Conference on
    Network Softwarization (NetSoft 2018)</i>. Montreal. doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8459905">10.1109/NETSOFT.2018.8459905</a>'
  apa: 'Peuster, M., Kampmeyer, J., &#38; Karl, H. (n.d.). Containernet 2.0: A Rapid
    Prototyping Platform for Hybrid Service Function Chains. In <i>4th IEEE International
    Conference on Network Softwarization (NetSoft 2018)</i>. Montreal. <a href="https://doi.org/10.1109/NETSOFT.2018.8459905">https://doi.org/10.1109/NETSOFT.2018.8459905</a>'
  bibtex: '@inproceedings{Peuster_Kampmeyer_Karl, place={Montreal}, title={Containernet
    2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains}, DOI={<a
    href="https://doi.org/10.1109/NETSOFT.2018.8459905">10.1109/NETSOFT.2018.8459905</a>},
    booktitle={4th IEEE International Conference on Network Softwarization (NetSoft
    2018)}, author={Peuster, Manuel and Kampmeyer, Johannes  and Karl, Holger} }'
  chicago: 'Peuster, Manuel, Johannes  Kampmeyer, and Holger Karl. “Containernet 2.0:
    A Rapid Prototyping Platform for Hybrid Service Function Chains.” In <i>4th IEEE
    International Conference on Network Softwarization (NetSoft 2018)</i>. Montreal,
    n.d. <a href="https://doi.org/10.1109/NETSOFT.2018.8459905">https://doi.org/10.1109/NETSOFT.2018.8459905</a>.'
  ieee: 'M. Peuster, J. Kampmeyer, and H. Karl, “Containernet 2.0: A Rapid Prototyping
    Platform for Hybrid Service Function Chains,” in <i>4th IEEE International Conference
    on Network Softwarization (NetSoft 2018)</i>, Montreal.'
  mla: 'Peuster, Manuel, et al. “Containernet 2.0: A Rapid Prototyping Platform for
    Hybrid Service Function Chains.” <i>4th IEEE International Conference on Network
    Softwarization (NetSoft 2018)</i>, doi:<a href="https://doi.org/10.1109/NETSOFT.2018.8459905">10.1109/NETSOFT.2018.8459905</a>.'
  short: 'M. Peuster, J. Kampmeyer, H. Karl, in: 4th IEEE International Conference
    on Network Softwarization (NetSoft 2018), Montreal, n.d.'
conference:
  end_date: 2018-06-29
  location: Montreal
  name: 4th IEEE International Conference on Network Softwarization (NetSoft 2018)
  start_date: 2018-06-25
date_created: 2018-06-25T12:24:19Z
date_updated: 2022-01-06T06:59:11Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/NETSOFT.2018.8459905
file:
- access_level: open_access
  content_type: application/pdf
  creator: peuster
  date_created: 2018-07-05T11:12:55Z
  date_updated: 2018-07-05T11:12:55Z
  file_id: '3429'
  file_name: main_ris.pdf
  file_size: 449513
  relation: main_file
file_date_updated: 2018-07-05T11:12:55Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/8459905/
oa: '1'
place: Montreal
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: accepted
status: public
title: 'Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function
  Chains'
type: conference
urn: '33467'
user_id: '13271'
year: '2018'
...
