---
_id: '24396'
abstract:
- lang: eng
  text: 'We study the Online Prize-collecting Node-weighted Steiner Forest problem
    (OPC-NWSF) in which we are given an undirected graph \(G=(V, E)\) with \(|V| =
    n\) and node-weight function \(w: V \rightarrow \mathcal {R}^+\). A sequence of
    k pairs of nodes of G, each associated with a penalty, arrives online. OPC-NWSF
    asks to construct a subgraph H such that each pair \(\{s, t\}\) is either connected
    (there is a path between s and t in H) or its associated penalty is paid. The
    goal is to minimize the weight of H and the total penalties paid. The current
    best result for OPC-NWSF is a randomized \(\mathcal {O}(\log ^4 n)\)-competitive
    algorithm due to Hajiaghayi et al. (ICALP 2014). We improve this by proposing
    a randomized \(\mathcal {O}(\log n \log k)\)-competitive algorithm for OPC-NWSF,
    which is optimal up to constant factor since OPC-NWSF has a randomized lower bound
    of \(\varOmega (\log ^2 n)\) due to Korman [11]. Moreover, our result also implies
    an improvement for two special cases of OPC-NWSF, the Online Prize-collecting
    Node-weighted Steiner Tree problem (OPC-NWST) and the Online Node-weighted Steiner
    Forest problem (ONWSF). In OPC-NWST, there is a distinguished node which is one
    of the nodes in each pair. In ONWSF, all penalties are set to infinity. The currently
    best known results for OPC-NWST and ONWSF are a randomized \(\mathcal {O}(\log
    ^3 n)\)-competitive algorithm due to Hajiaghayi et al. (ICALP 2014) and a randomized
    \(\mathcal {O}(\log n \log ^2 k)\)-competitive algorithm due to Hajiaghayi et
    al. (FOCS 2013), respectively.'
author:
- first_name: Christine
  full_name: Markarian, Christine
  last_name: Markarian
citation:
  ama: 'Markarian C. An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest. In: <i>International Workshop on Combinatorial Algorithms (IWOCA)</i>.
    ; 2018. doi:<a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>'
  apa: Markarian, C. (2018). An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest. <i>International Workshop on Combinatorial Algorithms (IWOCA)</i>.
    <a href="https://doi.org/10.1007/978-3-319-94667-2_18">https://doi.org/10.1007/978-3-319-94667-2_18</a>
  bibtex: '@inproceedings{Markarian_2018, place={Cham}, title={An Optimal Algorithm
    for Online Prize-Collecting Node-Weighted Steiner Forest}, DOI={<a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>},
    booktitle={International Workshop on Combinatorial Algorithms (IWOCA)}, author={Markarian,
    Christine}, year={2018} }'
  chicago: Markarian, Christine. “An Optimal Algorithm for Online Prize-Collecting
    Node-Weighted Steiner Forest.” In <i>International Workshop on Combinatorial Algorithms
    (IWOCA)</i>. Cham, 2018. <a href="https://doi.org/10.1007/978-3-319-94667-2_18">https://doi.org/10.1007/978-3-319-94667-2_18</a>.
  ieee: 'C. Markarian, “An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest,” 2018, doi: <a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>.'
  mla: Markarian, Christine. “An Optimal Algorithm for Online Prize-Collecting Node-Weighted
    Steiner Forest.” <i>International Workshop on Combinatorial Algorithms (IWOCA)</i>,
    2018, doi:<a href="https://doi.org/10.1007/978-3-319-94667-2_18">10.1007/978-3-319-94667-2_18</a>.
  short: 'C. Markarian, in: International Workshop on Combinatorial Algorithms (IWOCA),
    Cham, 2018.'
date_created: 2021-09-14T12:23:29Z
date_updated: 2022-01-06T06:56:19Z
department:
- _id: '63'
doi: 10.1007/978-3-319-94667-2_18
language:
- iso: eng
place: Cham
publication: International Workshop on Combinatorial Algorithms (IWOCA)
publication_identifier:
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: An Optimal Algorithm for Online Prize-Collecting Node-Weighted Steiner Forest
type: conference
user_id: '15415'
year: '2018'
...
---
_id: '2471'
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Mohr F, Wever MD, Hüllermeier E. On-The-Fly Service Construction with Prototypes.
    In: <i>SCC</i>. San Francisco, CA, USA: IEEE Computer Society; 2018. doi:<a href="https://doi.org/10.1109/SCC.2018.00036">10.1109/SCC.2018.00036</a>'
  apa: 'Mohr, F., Wever, M. D., &#38; Hüllermeier, E. (2018). On-The-Fly Service Construction
    with Prototypes. In <i>SCC</i>. San Francisco, CA, USA: IEEE Computer Society.
    <a href="https://doi.org/10.1109/SCC.2018.00036">https://doi.org/10.1109/SCC.2018.00036</a>'
  bibtex: '@inproceedings{Mohr_Wever_Hüllermeier_2018, place={San Francisco, CA, USA},
    title={On-The-Fly Service Construction with Prototypes}, DOI={<a href="https://doi.org/10.1109/SCC.2018.00036">10.1109/SCC.2018.00036</a>},
    booktitle={SCC}, publisher={IEEE Computer Society}, author={Mohr, Felix and Wever,
    Marcel Dominik and Hüllermeier, Eyke}, year={2018} }'
  chicago: 'Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “On-The-Fly Service
    Construction with Prototypes.” In <i>SCC</i>. San Francisco, CA, USA: IEEE Computer
    Society, 2018. <a href="https://doi.org/10.1109/SCC.2018.00036">https://doi.org/10.1109/SCC.2018.00036</a>.'
  ieee: F. Mohr, M. D. Wever, and E. Hüllermeier, “On-The-Fly Service Construction
    with Prototypes,” in <i>SCC</i>, San Francisco, CA, USA, 2018.
  mla: Mohr, Felix, et al. “On-The-Fly Service Construction with Prototypes.” <i>SCC</i>,
    IEEE Computer Society, 2018, doi:<a href="https://doi.org/10.1109/SCC.2018.00036">10.1109/SCC.2018.00036</a>.
  short: 'F. Mohr, M.D. Wever, E. Hüllermeier, in: SCC, IEEE Computer Society, San
    Francisco, CA, USA, 2018.'
conference:
  end_date: 2018-07-07
  location: San Francisco, CA, USA
  name: IEEE International Conference on Services Computing, SCC 2018
  start_date: 2018-07-02
date_created: 2018-04-23T11:40:20Z
date_updated: 2022-01-06T06:56:32Z
ddc:
- '000'
department:
- _id: '355'
doi: 10.1109/SCC.2018.00036
file:
- access_level: closed
  content_type: application/pdf
  creator: wever
  date_created: 2018-11-06T15:15:38Z
  date_updated: 2018-11-06T15:15:38Z
  file_id: '5383'
  file_name: 08456422.pdf
  file_size: 356132
  relation: main_file
  success: 1
file_date_updated: 2018-11-06T15:15:38Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ieeexplore.ieee.org/abstract/document/8456422
oa: '1'
place: San Francisco, CA, USA
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
publication: SCC
publisher: IEEE Computer Society
status: public
title: On-The-Fly Service Construction with Prototypes
type: conference
user_id: '49109'
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: '26421'
author:
- first_name: Felix
  full_name: Winkelnkemper, Felix
  id: '3117'
  last_name: Winkelnkemper
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
citation:
  ama: 'Winkelnkemper F, Keil R. MediaThing – A Learning Scenario Targeting on Research
    Skills. In: Bastiaens T,  Van Braak  J, Brown  M, eds. <i>Proceedings of EdMedia:
    World Conference on Educational Media and Technology.</i> ; 2018:2397-2406.'
  apa: 'Winkelnkemper, F., &#38; Keil, R. (2018). MediaThing – A Learning Scenario
    Targeting on Research Skills. In T. Bastiaens,  J  Van Braak, &#38;  M Brown (Eds.),
    <i>Proceedings of EdMedia: World Conference on Educational Media and Technology.</i>
    (pp. 2397–2406).'
  bibtex: '@inproceedings{Winkelnkemper_Keil_2018, place={Amsterdam, Netherlands},
    title={MediaThing – A Learning Scenario Targeting on Research Skills}, booktitle={Proceedings
    of EdMedia: World Conference on Educational Media and Technology.}, author={Winkelnkemper,
    Felix and Keil, Reinhard}, editor={Bastiaens, T  and  Van Braak,  J and Brown,  M},
    year={2018}, pages={2397–2406} }'
  chicago: 'Winkelnkemper, Felix, and Reinhard Keil. “MediaThing – A Learning Scenario
    Targeting on Research Skills.” In <i>Proceedings of EdMedia: World Conference
    on Educational Media and Technology.</i>, edited by T  Bastiaens,  J  Van Braak,
    and  M Brown, 2397–2406. Amsterdam, Netherlands, 2018.'
  ieee: 'F. Winkelnkemper and R. Keil, “MediaThing – A Learning Scenario Targeting
    on Research Skills,” in <i>Proceedings of EdMedia: World Conference on Educational
    Media and Technology.</i>, 2018, pp. 2397–2406.'
  mla: 'Winkelnkemper, Felix, and Reinhard Keil. “MediaThing – A Learning Scenario
    Targeting on Research Skills.” <i>Proceedings of EdMedia: World Conference on
    Educational Media and Technology.</i>, edited by T  Bastiaens et al., 2018, pp.
    2397–406.'
  short: 'F. Winkelnkemper, R. Keil, in: T. Bastiaens,  J  Van Braak,  M Brown (Eds.),
    Proceedings of EdMedia: World Conference on Educational Media and Technology.,
    Amsterdam, Netherlands, 2018, pp. 2397–2406.'
date_created: 2021-10-18T18:17:23Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: 'T '
  full_name: 'Bastiaens, T '
  last_name: Bastiaens
- first_name: ' J'
  full_name: ' Van Braak,  J'
  last_name: ' Van Braak'
- first_name: ' M'
  full_name: Brown,  M
  last_name: Brown
language:
- iso: eng
page: 2397-2406
place: Amsterdam, Netherlands
publication: 'Proceedings of EdMedia: World Conference on Educational Media and Technology.'
publication_status: published
status: public
title: MediaThing – A Learning Scenario Targeting on Research Skills
type: conference
user_id: '71124'
year: '2018'
...
---
_id: '26422'
alternative_title:
- STUDIOLO. Kooperative Forschungsumgebungen in den eHumanities
author:
- first_name: E.-M
  full_name: Seng, E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
- first_name: Gudrun
  full_name: Oevel, Gudrun
  id: '14924'
  last_name: Oevel
  orcid: https://orcid.org/0000-0002-6396-9535
citation:
  ama: 'Seng E-M, Keil R, Oevel G. studiolo communis. In: Seng E-M, Keil R,  Oevel
    G, eds. De Gruyter; 2018:1-5.'
  apa: Seng, E.-M., Keil, R., &#38; Oevel, G. (2018). <i>studiolo communis</i> (E.-M.
    Seng, R. Keil, &#38; G.  Oevel, Eds.; pp. 1–5). De Gruyter.
  bibtex: '@inproceedings{Seng_Keil_Oevel_2018, place={Berlin, Bosten}, title={studiolo
    communis}, publisher={De Gruyter}, author={Seng, E.-M and Keil, Reinhard and Oevel,
    Gudrun}, editor={Seng, E.-M and Keil, Reinhard and  Oevel, G}, year={2018}, pages={1–5}
    }'
  chicago: 'Seng, E.-M, Reinhard Keil, and Gudrun Oevel. “Studiolo Communis.” edited
    by E.-M Seng, Reinhard Keil, and G  Oevel, 1–5. Berlin, Bosten: De Gruyter, 2018.'
  ieee: E.-M. Seng, R. Keil, and G. Oevel, “studiolo communis,” 2018, pp. 1–5.
  mla: Seng, E. M., et al. <i>Studiolo Communis</i>. Edited by E.-M Seng et al., De
    Gruyter, 2018, pp. 1–5.
  short: 'E.-M. Seng, R. Keil, G. Oevel, in: E.-M. Seng, R. Keil, G.  Oevel (Eds.),
    De Gruyter, Berlin, Bosten, 2018, pp. 1–5.'
date_created: 2021-10-18T18:23:28Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: E.-M
  full_name: Seng, E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
- first_name: G
  full_name: ' Oevel, G'
  last_name: ' Oevel'
language:
- iso: eng
page: 1-5
place: Berlin, Bosten
publication_status: published
publisher: De Gruyter
status: public
title: studiolo communis
type: conference
user_id: '71124'
year: '2018'
...
---
_id: '26423'
alternative_title:
- STUDIOLO. Kooperative Forschungsumgebungen in den eHumanities
author:
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
citation:
  ama: 'Keil R. Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r
    die Entwicklung digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des Forschungsdiskurses
    in den Kulturwissenschaften. In: Seng E-M,  Keil R, Oevel G, eds. De Gruyter;
    2018.'
  apa: Keil, R. (2018). <i>Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk
    f{\"u}r die Entwicklung digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des
    Forschungsdiskurses in den Kulturwissenschaften</i> (E.-M. Seng, R.  Keil, &#38;
    G. Oevel, Eds.). De Gruyter.
  bibtex: '@inproceedings{Keil_2018, place={Berlin, Bosten}, title={Unterst{\"u}tzung
    kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r die Entwicklung digitaler Arbeitsumgebungen
    zur Unterst{\"u}tzung des Forschungsdiskurses in den Kulturwissenschaften}, publisher={De
    Gruyter}, author={Keil, Reinhard}, editor={Seng, E.-M and  Keil, Reinhard and
    Oevel, G}, year={2018} }'
  chicago: 'Keil, Reinhard. “Unterst{\"u}tzung Kontingenter Wissensarbeit. Ein Rahmenwerk
    F{\"u}r Die Entwicklung Digitaler Arbeitsumgebungen Zur Unterst{\"u}tzung Des
    Forschungsdiskurses in Den Kulturwissenschaften.” edited by E.-M Seng, Reinhard  Keil,
    and G Oevel. Berlin, Bosten: De Gruyter, 2018.'
  ieee: R. Keil, “Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r
    die Entwicklung digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des Forschungsdiskurses
    in den Kulturwissenschaften,” 2018.
  mla: Keil, Reinhard. <i>Unterst{\"u}tzung Kontingenter Wissensarbeit. Ein Rahmenwerk
    F{\"u}r Die Entwicklung Digitaler Arbeitsumgebungen Zur Unterst{\"u}tzung Des
    Forschungsdiskurses in Den Kulturwissenschaften</i>. Edited by E.-M Seng et al.,
    De Gruyter, 2018.
  short: 'R. Keil, in: E.-M. Seng, R.  Keil, G. Oevel (Eds.), De Gruyter, Berlin,
    Bosten, 2018.'
date_created: 2021-10-18T18:26:49Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: E.-M
  full_name: Seng, E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: ' Keil, Reinhard'
  last_name: ' Keil'
- first_name: G
  full_name: Oevel, G
  last_name: Oevel
language:
- iso: eng
place: Berlin, Bosten
publication_status: published
publisher: De Gruyter
status: public
title: Unterst{\"u}tzung kontingenter Wissensarbeit. Ein Rahmenwerk f{\"u}r die Entwicklung
  digitaler Arbeitsumgebungen zur Unterst{\"u}tzung des Forschungsdiskurses in den
  Kulturwissenschaften
type: conference
user_id: '71124'
year: '2018'
...
---
_id: '26424'
author:
- first_name: ' E.-M'
  full_name: Seng,  E.-M
  last_name: Seng
- first_name: Reinhard
  full_name: Keil, Reinhard
  last_name: Keil
- first_name: Gudrun
  full_name: Oevel, Gudrun
  id: '14924'
  last_name: Oevel
  orcid: https://orcid.org/0000-0002-6396-9535
citation:
  ama: Seng  E.-M, Keil R, Oevel G. <i>STUDIOLO. Kooperative Forschungsumgebungen
    in Den EHumanities</i>. De Gruyter; 2018.
  apa: Seng,  E.-M, Keil, R., &#38; Oevel, G. (2018). <i>STUDIOLO. Kooperative Forschungsumgebungen
    in den eHumanities</i>. De Gruyter.
  bibtex: '@book{Seng_Keil_Oevel_2018, place={Berlin, Bosten}, title={STUDIOLO. Kooperative
    Forschungsumgebungen in den eHumanities}, publisher={De Gruyter}, author={Seng,  E.-M
    and Keil, Reinhard and Oevel, Gudrun}, year={2018} }'
  chicago: 'Seng,  E.-M, Reinhard Keil, and Gudrun Oevel. <i>STUDIOLO. Kooperative
    Forschungsumgebungen in Den EHumanities</i>. Berlin, Bosten: De Gruyter, 2018.'
  ieee: 'E.-M Seng, R. Keil, and G. Oevel, <i>STUDIOLO. Kooperative Forschungsumgebungen
    in den eHumanities</i>. Berlin, Bosten: De Gruyter, 2018.'
  mla: Seng,  E.-M, et al. <i>STUDIOLO. Kooperative Forschungsumgebungen in Den EHumanities</i>.
    De Gruyter, 2018.
  short: E.-M Seng, R. Keil, G. Oevel, STUDIOLO. Kooperative Forschungsumgebungen
    in Den EHumanities, De Gruyter, Berlin, Bosten, 2018.
date_created: 2021-10-18T18:32:41Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
language:
- iso: eng
place: Berlin, Bosten
publication_status: published
publisher: De Gruyter
status: public
title: STUDIOLO. Kooperative Forschungsumgebungen in den eHumanities
type: book
user_id: '71124'
year: '2018'
...
---
_id: '26425'
alternative_title:
- 'Paderborn Symposium on Data Science Education at School Level 2017: The Collected
  Extended Abstracts'
author:
- first_name: Harald
  full_name: Selke, Harald
  id: '497'
  last_name: Selke
citation:
  ama: 'Selke H. Data science in schools from the perspective of contextual informatics.
    In: Biehler R, Budde  L, Frischemeier D, et al., eds. Universit{\"a}tsbibliothek
    Paderborn; 2018:107-109.'
  apa: Selke, H. (2018). <i>Data science in schools from the perspective of contextual
    informatics</i> (R. Biehler,  L Budde, D. Frischemeier, B. Heinemann, S. Podworny,
    C. Schulte, &#38; T. Wassong, Eds.; pp. 107–109). Universit{\"a}tsbibliothek Paderborn.
  bibtex: '@inproceedings{Selke_2018, place={Paderborn}, title={Data science in schools
    from the perspective of contextual informatics}, publisher={Universit{\"a}tsbibliothek
    Paderborn}, author={Selke, Harald}, editor={Biehler, R and Budde,  L and Frischemeier,
    D and Heinemann, B and Podworny, S and Schulte, Carsten and Wassong, T}, year={2018},
    pages={107–109} }'
  chicago: 'Selke, Harald. “Data Science in Schools from the Perspective of Contextual
    Informatics.” edited by R Biehler,  L Budde, D Frischemeier, B Heinemann, S Podworny,
    Carsten Schulte, and T Wassong, 107–9. Paderborn: Universit{\"a}tsbibliothek Paderborn,
    2018.'
  ieee: H. Selke, “Data science in schools from the perspective of contextual informatics,”
    2018, pp. 107–109.
  mla: Selke, Harald. <i>Data Science in Schools from the Perspective of Contextual
    Informatics</i>. Edited by R Biehler et al., Universit{\"a}tsbibliothek Paderborn,
    2018, pp. 107–09.
  short: 'H. Selke, in: R. Biehler,  L Budde, D. Frischemeier, B. Heinemann, S. Podworny,
    C. Schulte, T. Wassong (Eds.), Universit{\"a}tsbibliothek Paderborn, Paderborn,
    2018, pp. 107–109.'
date_created: 2021-10-18T18:37:32Z
date_updated: 2022-01-06T06:57:20Z
department:
- _id: '71'
editor:
- first_name: R
  full_name: Biehler, R
  last_name: Biehler
- first_name: ' L'
  full_name: Budde,  L
  last_name: Budde
- first_name: D
  full_name: Frischemeier, D
  last_name: Frischemeier
- first_name: B
  full_name: Heinemann, B
  last_name: Heinemann
- first_name: S
  full_name: Podworny, S
  last_name: Podworny
- first_name: Carsten
  full_name: Schulte, Carsten
  last_name: Schulte
- first_name: T
  full_name: Wassong, T
  last_name: Wassong
language:
- iso: eng
page: 107-109
place: Paderborn
publication_status: published
publisher: Universit{\"a}tsbibliothek Paderborn
status: public
title: Data science in schools from the perspective of contextual informatics
type: conference
user_id: '71124'
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: <i>2018 European
    Conference on Networks and Communications (EuCNC)</i>. Ljubljana, Slovenia: IEEE.'
  apa: 'Razzaghi Kouchaksaraei, H., Dräxler, S., Peuster, M., &#38; Karl, H. (n.d.).
    Programmable and Flexible Management and Orchestration of Virtualized Network
    Functions. In <i>2018 European Conference on Networks and Communications (EuCNC)</i>.
    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 <i>2018 European Conference on Networks and Communications (EuCNC)</i>.
    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
    <i>2018 European Conference on Networks and Communications (EuCNC)</i>, Ljubljana,
    Slovenia.
  mla: Razzaghi Kouchaksaraei, Hadi, et al. “Programmable and Flexible Management
    and Orchestration of Virtualized Network Functions.” <i>2018 European Conference
    on Networks and Communications (EuCNC)</i>, 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: '2667'
abstract:
- lang: eng
  text: "Developing cloud applications using a microservice architecture allows their
    functional blocks to be distributed and\r\ndeployed on multiple Cloud infrastructures.
    This enables service providers to mix and match Cloud-based microservices and
    Virtual Network Functions (VNFs) that are provided by Network Function Virtualization
    (NFV). Provisioning complex services containing VNFs and Cloud-based microservices
    across NFV and cloud infrastructures can enhance service quality, reduce latency,
    and optimise cost. This can be provided by an orchestration system that can handle
    cross-ecosystem dependencies. To this end, we implemented Pishahang that is a
    framework for jointly managing and orchestrating virtual network functions and
    Cloud-based microservices. During the demo, we deploy several complex services
    to demonstrate features provided by Pishahang to support management and orchestration
    of complex services."
author:
- first_name: Hadi
  full_name: Razzaghi Kouchaksaraei, Hadi
  id: '60845'
  last_name: Razzaghi Kouchaksaraei
- first_name: Tobias
  full_name: Dierich, Tobias
  last_name: Dierich
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Razzaghi Kouchaksaraei H, Dierich T, Karl H. Pishahang: Joint Orchestration
    of Network Function Chains and Distributed Cloud Applications.'
  apa: 'Razzaghi Kouchaksaraei, H., Dierich, T., &#38; Karl, H. (n.d.). Pishahang:
    Joint Orchestration of Network Function Chains and Distributed Cloud Applications.
    Presented at the Network Softwarization (NetSoft) 2018, Montreal, Canada.'
  bibtex: '@inproceedings{Razzaghi Kouchaksaraei_Dierich_Karl, title={Pishahang: Joint
    Orchestration of Network Function Chains and Distributed Cloud Applications},
    author={Razzaghi Kouchaksaraei, Hadi and Dierich, Tobias and Karl, Holger} }'
  chicago: 'Razzaghi Kouchaksaraei, Hadi, Tobias Dierich, and Holger Karl. “Pishahang:
    Joint Orchestration of Network Function Chains and Distributed Cloud Applications,”
    n.d.'
  ieee: 'H. Razzaghi Kouchaksaraei, T. Dierich, and H. Karl, “Pishahang: Joint Orchestration
    of Network Function Chains and Distributed Cloud Applications,” presented at the
    Network Softwarization (NetSoft) 2018, Montreal, Canada.'
  mla: 'Razzaghi Kouchaksaraei, Hadi, et al. <i>Pishahang: Joint Orchestration of
    Network Function Chains and Distributed Cloud Applications</i>.'
  short: 'H. Razzaghi Kouchaksaraei, T. Dierich, H. Karl, in: n.d.'
conference:
  end_date: 2018-08-29
  location: Montreal, Canada
  name: Network Softwarization (NetSoft) 2018
  start_date: 2018-06-25
date_created: 2018-05-07T12:36:27Z
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: 2018-06-25T13:56:37Z
  date_updated: 2018-06-25T13:56:37Z
  file_id: '3358'
  file_name: submitted.pdf
  file_size: 1113319
  relation: main_file
file_date_updated: 2018-06-25T13:56:37Z
has_accepted_license: '1'
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '23'
  grant_number: '762057'
  name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
    Resources
publication_status: accepted
status: public
title: 'Pishahang: Joint Orchestration of Network Function Chains and Distributed
  Cloud Applications'
type: conference
urn: '26678'
user_id: '60845'
year: '2018'
...
---
_id: '2685'
author:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Kathlén
  full_name: Kohn, Kathlén
  last_name: Kohn
citation:
  ama: Blömer J, Kohn K. Voronoi Cells of Lattices with Respect to Arbitrary Norms.
    <i>SIAM Journal on Applied Algebra and Geometry</i>. 2018;2(2):314-338. doi:<a
    href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>
  apa: Blömer, J., &#38; Kohn, K. (2018). Voronoi Cells of Lattices with Respect to
    Arbitrary Norms. <i>SIAM Journal on Applied Algebra and Geometry.</i>, <i>2</i>(2),
    314–338. <a href="https://doi.org/10.1137/17M1132045">https://doi.org/10.1137/17M1132045</a>
  bibtex: '@article{Blömer_Kohn_2018, title={Voronoi Cells of Lattices with Respect
    to Arbitrary Norms}, volume={2}, DOI={<a href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>},
    number={2}, journal={SIAM Journal on Applied Algebra and Geometry.}, author={Blömer,
    Johannes and Kohn, Kathlén}, year={2018}, pages={314–338} }'
  chicago: 'Blömer, Johannes, and Kathlén Kohn. “Voronoi Cells of Lattices with Respect
    to Arbitrary Norms.” <i>SIAM Journal on Applied Algebra and Geometry.</i> 2, no.
    2 (2018): 314–38. <a href="https://doi.org/10.1137/17M1132045">https://doi.org/10.1137/17M1132045</a>.'
  ieee: J. Blömer and K. Kohn, “Voronoi Cells of Lattices with Respect to Arbitrary
    Norms,” <i>SIAM Journal on Applied Algebra and Geometry.</i>, vol. 2, no. 2, pp.
    314–338, 2018.
  mla: Blömer, Johannes, and Kathlén Kohn. “Voronoi Cells of Lattices with Respect
    to Arbitrary Norms.” <i>SIAM Journal on Applied Algebra and Geometry.</i>, vol.
    2, no. 2, 2018, pp. 314–38, doi:<a href="https://doi.org/10.1137/17M1132045">10.1137/17M1132045</a>.
  short: J. Blömer, K. Kohn, SIAM Journal on Applied Algebra and Geometry. 2 (2018)
    314–338.
date_created: 2018-05-08T09:18:54Z
date_updated: 2022-01-06T06:57:29Z
ddc:
- '000'
department:
- _id: '7'
- _id: '64'
doi: 10.1137/17M1132045
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:22:55Z
  date_updated: 2018-11-02T15:22:55Z
  file_id: '5300'
  file_name: 17m1132045.pdf
  file_size: 1131048
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:22:55Z
has_accepted_license: '1'
intvolume: '         2'
issue: '2'
language:
- iso: eng
page: 314-338
project:
- _id: '13'
  name: SFB 901 - Subproject C1
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publication: SIAM Journal on Applied Algebra and Geometry.
publication_identifier:
  eissn:
  - 2470-6566
publication_status: epub_ahead
status: public
title: Voronoi Cells of Lattices with Respect to Arbitrary Norms
type: journal_article
user_id: '477'
volume: 2
year: '2018'
...
---
_id: '3217'
author:
- first_name: Burak
  full_name: Demirel, Burak
  last_name: Demirel
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  last_name: Ramaswamy
- first_name: Daniel
  full_name: Quevedo, Daniel
  last_name: Quevedo
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Demirel B, Ramaswamy A, Quevedo D, Karl H. DeepCAS: A Deep Reinforcement Learning
    Algorithm for Control-Aware Scheduling. In: ; 2018. doi:<a href="https://doi.org/10.1109/LCSYS.2018.2847721">10.1109/LCSYS.2018.2847721</a>'
  apa: 'Demirel, B., Ramaswamy, A., Quevedo, D., &#38; Karl, H. (2018). DeepCAS: A
    Deep Reinforcement Learning Algorithm for Control-Aware Scheduling. <a href="https://doi.org/10.1109/LCSYS.2018.2847721">https://doi.org/10.1109/LCSYS.2018.2847721</a>'
  bibtex: '@inproceedings{Demirel_Ramaswamy_Quevedo_Karl_2018, title={DeepCAS: A Deep
    Reinforcement Learning Algorithm for Control-Aware Scheduling}, DOI={<a href="https://doi.org/10.1109/LCSYS.2018.2847721">10.1109/LCSYS.2018.2847721</a>},
    author={Demirel, Burak and Ramaswamy, Arunselvan and Quevedo, Daniel and Karl,
    Holger}, year={2018} }'
  chicago: 'Demirel, Burak, Arunselvan Ramaswamy, Daniel Quevedo, and Holger Karl.
    “DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling,”
    2018. <a href="https://doi.org/10.1109/LCSYS.2018.2847721">https://doi.org/10.1109/LCSYS.2018.2847721</a>.'
  ieee: 'B. Demirel, A. Ramaswamy, D. Quevedo, and H. Karl, “DeepCAS: A Deep Reinforcement
    Learning Algorithm for Control-Aware Scheduling,” 2018.'
  mla: 'Demirel, Burak, et al. <i>DeepCAS: A Deep Reinforcement Learning Algorithm
    for Control-Aware Scheduling</i>. 2018, doi:<a href="https://doi.org/10.1109/LCSYS.2018.2847721">10.1109/LCSYS.2018.2847721</a>.'
  short: 'B. Demirel, A. Ramaswamy, D. Quevedo, H. Karl, in: 2018.'
date_created: 2018-06-13T10:26:23Z
date_updated: 2022-01-06T06:59:05Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/LCSYS.2018.2847721
file:
- access_level: closed
  content_type: application/pdf
  creator: tabu
  date_created: 2018-06-13T10:47:57Z
  date_updated: 2018-06-13T10:47:57Z
  file_id: '3218'
  file_name: 1803.02998.pdf
  file_size: 354166
  relation: main_file
  success: 1
file_date_updated: 2018-06-13T10:47:57Z
has_accepted_license: '1'
main_file_link:
- url: https://arxiv.org/pdf/1803.02998.pdf
project:
- _id: '24'
  name: Netzgewahre Regelung & regelungsgewahre Netze
status: public
title: 'DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling'
type: conference
user_id: '126'
year: '2018'
...
---
_id: '3265'
abstract:
- lang: eng
  text: "We present CLARC (Cryptographic Library for Anonymous Reputation and Credentials),
    an anonymous credentials system (ACS) combined with an anonymous reputation system.\r\n\r\nUsing
    CLARC, users can receive attribute-based credentials from issuers. They can efficiently
    prove that their credentials satisfy complex (access) policies in a privacy-preserving
    way. This implements anonymous access control with complex policies.\r\n\r\nFurthermore,
    CLARC is the first ACS that is combined with an anonymous reputation system where
    users can anonymously rate services. A user who gets access to a service via a
    credential, also anonymously receives a review token to rate the service. If a
    user creates more than a single rating, this can be detected by anyone, preventing
    users from spamming ratings to sway public opinion.\r\n\r\nTo evaluate feasibility
    of our construction, we present an open-source prototype implementation."
author:
- first_name: Kai
  full_name: Bemmann, Kai
  last_name: Bemmann
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Jan
  full_name: Bobolz, Jan
  id: '27207'
  last_name: Bobolz
- first_name: Henrik
  full_name: Bröcher, Henrik
  id: '41047'
  last_name: Bröcher
- first_name: Denis Pascal
  full_name: Diemert, Denis Pascal
  id: '44071'
  last_name: Diemert
- first_name: Fabian
  full_name: Eidens, Fabian
  id: '25078'
  last_name: Eidens
- first_name: Lukas
  full_name: Eilers, Lukas
  last_name: Eilers
- first_name: Jan Frederik
  full_name: Haltermann, Jan Frederik
  id: '44413'
  last_name: Haltermann
- first_name: Jakob
  full_name: Juhnke, Jakob
  id: '48090'
  last_name: Juhnke
- first_name: Burhan
  full_name: Otour, Burhan
  last_name: Otour
- first_name: Laurens Alexander
  full_name: Porzenheim, Laurens Alexander
  id: '47434'
  last_name: Porzenheim
- first_name: Simon
  full_name: Pukrop, Simon
  last_name: Pukrop
- first_name: Erik
  full_name: Schilling, Erik
  last_name: Schilling
- first_name: Michael
  full_name: Schlichtig, Michael
  id: '32312'
  last_name: Schlichtig
- first_name: Marcel
  full_name: Stienemeier, Marcel
  last_name: Stienemeier
citation:
  ama: 'Bemmann K, Blömer J, Bobolz J, et al. Fully-Featured Anonymous Credentials
    with Reputation System. In: <i>Proceedings of the 13th International Conference
    on Availability, Reliability and Security - ARES ’18</i>. New York, NY, USA: ACM.
    doi:<a href="https://doi.org/10.1145/3230833.3234517">10.1145/3230833.3234517</a>'
  apa: 'Bemmann, K., Blömer, J., Bobolz, J., Bröcher, H., Diemert, D. P., Eidens,
    F., … Stienemeier, M. (n.d.). Fully-Featured Anonymous Credentials with Reputation
    System. In <i>Proceedings of the 13th International Conference on Availability,
    Reliability and Security - ARES ’18</i>. New York, NY, USA: ACM. <a href="https://doi.org/10.1145/3230833.3234517">https://doi.org/10.1145/3230833.3234517</a>'
  bibtex: '@inproceedings{Bemmann_Blömer_Bobolz_Bröcher_Diemert_Eidens_Eilers_Haltermann_Juhnke_Otour_et
    al., place={New York, NY, USA}, title={Fully-Featured Anonymous Credentials with
    Reputation System}, DOI={<a href="https://doi.org/10.1145/3230833.3234517">10.1145/3230833.3234517</a>},
    booktitle={Proceedings of the 13th International Conference on Availability, Reliability
    and Security - ARES ’18}, publisher={ACM}, author={Bemmann, Kai and Blömer, Johannes
    and Bobolz, Jan and Bröcher, Henrik and Diemert, Denis Pascal and Eidens, Fabian
    and Eilers, Lukas and Haltermann, Jan Frederik and Juhnke, Jakob and Otour, Burhan
    and et al.} }'
  chicago: 'Bemmann, Kai, Johannes Blömer, Jan Bobolz, Henrik Bröcher, Denis Pascal
    Diemert, Fabian Eidens, Lukas Eilers, et al. “Fully-Featured Anonymous Credentials
    with Reputation System.” In <i>Proceedings of the 13th International Conference
    on Availability, Reliability and Security - ARES ’18</i>. New York, NY, USA: ACM,
    n.d. <a href="https://doi.org/10.1145/3230833.3234517">https://doi.org/10.1145/3230833.3234517</a>.'
  ieee: K. Bemmann <i>et al.</i>, “Fully-Featured Anonymous Credentials with Reputation
    System,” in <i>Proceedings of the 13th International Conference on Availability,
    Reliability and Security - ARES ’18</i>, Hamburg, Germany.
  mla: Bemmann, Kai, et al. “Fully-Featured Anonymous Credentials with Reputation
    System.” <i>Proceedings of the 13th International Conference on Availability,
    Reliability and Security - ARES ’18</i>, ACM, doi:<a href="https://doi.org/10.1145/3230833.3234517">10.1145/3230833.3234517</a>.
  short: 'K. Bemmann, J. Blömer, J. Bobolz, H. Bröcher, D.P. Diemert, F. Eidens, L.
    Eilers, J.F. Haltermann, J. Juhnke, B. Otour, L.A. Porzenheim, S. Pukrop, E. Schilling,
    M. Schlichtig, M. Stienemeier, in: Proceedings of the 13th International Conference
    on Availability, Reliability and Security - ARES ’18, ACM, New York, NY, USA,
    n.d.'
conference:
  end_date: 2018-08-30
  location: Hamburg, Germany
  name: ARES 2018 - SECPID
  start_date: 2018-08-27
date_created: 2018-06-14T11:19:29Z
date_updated: 2022-01-06T06:59:07Z
ddc:
- '000'
department:
- _id: '64'
doi: 10.1145/3230833.3234517
file:
- access_level: closed
  content_type: application/pdf
  creator: feidens
  date_created: 2018-11-08T10:17:39Z
  date_updated: 2018-11-08T10:17:39Z
  file_id: '5428'
  file_name: react_acs.pdf
  file_size: 920843
  relation: main_file
file_date_updated: 2018-11-08T10:17:39Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprint.iacr.org/2018/835
oa: '1'
place: New York, NY, USA
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
- _id: '44'
  name: KogniHome - die mitdenkende Wohnung
publication: Proceedings of the 13th International Conference on Availability, Reliability
  and Security - ARES '18
publication_identifier:
  isbn:
  - 978-1-4503-6448-5
publication_status: accepted
publisher: ACM
quality_controlled: '1'
related_material:
  link:
  - relation: software
    url: https://github.com/upbcuk
status: public
title: Fully-Featured Anonymous Credentials with Reputation System
type: conference
user_id: '25078'
year: '2018'
...
---
_id: '3320'
author:
- first_name: Kai
  full_name: Rautenberg, Kai
  last_name: Rautenberg
citation:
  ama: Rautenberg K. <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn; 2018.
  apa: Rautenberg, K. (2018). <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn.
  bibtex: '@book{Rautenberg_2018, title={Korrektheitsbeweise für Muster von Servicekompositionen},
    publisher={Universität Paderborn}, author={Rautenberg, Kai}, year={2018} }'
  chicago: Rautenberg, Kai. <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn, 2018.
  ieee: K. Rautenberg, <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn, 2018.
  mla: Rautenberg, Kai. <i>Korrektheitsbeweise für Muster von Servicekompositionen</i>.
    Universität Paderborn, 2018.
  short: K. Rautenberg, Korrektheitsbeweise für Muster von Servicekompositionen, Universität
    Paderborn, 2018.
date_created: 2018-06-25T07:53:32Z
date_updated: 2022-01-06T06:59:10Z
department:
- _id: '7'
- _id: '77'
language:
- iso: ger
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '11'
  name: SFB 901 - Subproject B3
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
title: Korrektheitsbeweise für Muster von Servicekompositionen
type: bachelorsthesis
user_id: '477'
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'
...
---
_id: '3347'
abstract:
- lang: eng
  text: "Management and orchestration~(MANO) systems are the key components of future
    large-scale NFV environments. They will manage resources of hundreds or even thousands
    of NFV infrastructure installations, so called points of presence~(PoP). Such
    scenarios need to be automatically tested during the development phase of a MANO
    system. This task becomes very challenging because large-scale NFV testbeds are
    hard to maintain, too expensive, or simply not available.\r\n\r\nIn this paper,
    we present a multi-PoP NFV infrastructure emulation platform that enables automated,
    large-scale testing of MANO stacks. We show that our platform can easily emulate
    hundreds of PoPs on a single physical machine and reduces the setup time of a
    test PoP by a factor of 232x compared to a DevStack-based test PoP installation.
    Further, we present a case study in which we test ETSI's Open Source MANO~(OSM)
    against our proposed system  to gain insights about OSM's behaviour in large-scale
    NFV deployments."
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: Gerado
  full_name: Garcia de Blas, Gerado
  last_name: Garcia de Blas
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Peuster M, Marchetti M, Garcia de Blas G, Karl H. Emulation-based Smoke Testing
    of NFV Orchestrators in Large Multi-PoP Environments. In: <i>European Conference
    on Networks and Communications (EuCNC)</i>. Ljubljana. doi:<a href="https://doi.org/10.1109/EuCNC.2018.8442701">10.1109/EuCNC.2018.8442701</a>'
  apa: Peuster, M., Marchetti, M., Garcia de Blas, G., &#38; Karl, H. (n.d.). Emulation-based
    Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments. In <i>European
    Conference on Networks and Communications (EuCNC)</i>. Ljubljana. <a href="https://doi.org/10.1109/EuCNC.2018.8442701">https://doi.org/10.1109/EuCNC.2018.8442701</a>
  bibtex: '@inproceedings{Peuster_Marchetti_Garcia de Blas_Karl, place={Ljubljana},
    title={Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments},
    DOI={<a href="https://doi.org/10.1109/EuCNC.2018.8442701">10.1109/EuCNC.2018.8442701</a>},
    booktitle={European Conference on Networks and Communications (EuCNC)}, author={Peuster,
    Manuel and Marchetti, Michael and Garcia de Blas, Gerado and Karl, Holger} }'
  chicago: Peuster, Manuel, Michael Marchetti, Gerado Garcia de Blas, and Holger Karl.
    “Emulation-Based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments.”
    In <i>European Conference on Networks and Communications (EuCNC)</i>. Ljubljana,
    n.d. <a href="https://doi.org/10.1109/EuCNC.2018.8442701">https://doi.org/10.1109/EuCNC.2018.8442701</a>.
  ieee: M. Peuster, M. Marchetti, G. Garcia de Blas, and H. Karl, “Emulation-based
    Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments,” in <i>European
    Conference on Networks and Communications (EuCNC)</i>, Ljubljana.
  mla: Peuster, Manuel, et al. “Emulation-Based Smoke Testing of NFV Orchestrators
    in Large Multi-PoP Environments.” <i>European Conference on Networks and Communications
    (EuCNC)</i>, doi:<a href="https://doi.org/10.1109/EuCNC.2018.8442701">10.1109/EuCNC.2018.8442701</a>.
  short: 'M. Peuster, M. Marchetti, G. Garcia de Blas, H. Karl, in: European Conference
    on Networks and Communications (EuCNC), Ljubljana, n.d.'
conference:
  location: Ljubljana
  name: European Conference on Networks and Communications (EuCNC)
date_created: 2018-06-25T12:27:59Z
date_updated: 2022-01-06T06:59:12Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/EuCNC.2018.8442701
file:
- access_level: open_access
  content_type: application/pdf
  creator: peuster
  date_created: 2018-07-05T11:13:29Z
  date_updated: 2018-07-05T11:13:29Z
  file_id: '3430'
  file_name: main_ris.pdf
  file_size: 713495
  relation: main_file
file_date_updated: 2018-07-05T11:13:29Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/8442701/
oa: '1'
place: Ljubljana
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: European Conference on Networks and Communications (EuCNC)
publication_status: accepted
status: public
title: Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments
type: conference
urn: '33477'
user_id: '13271'
year: '2018'
...
---
_id: '3362'
abstract:
- lang: eng
  text: Profiling applications on a heterogeneous compute node is challenging since
    the way to retrieve data from the resources and interpret them varies between
    resource types and manufacturers. This holds especially true for measuring the
    energy consumption. In this paper we present Ampehre, a novel open source measurement
    framework that allows developers to gather comparable measurements from heterogeneous
    compute nodes, e.g., nodes comprising CPU, GPU, and FPGA. We explain the architecture
    of Ampehre and detail the measurement process on the example of energy measurements
    on CPU and GPU. To characterize the probing effect, we quantitatively analyze
    the trade-off between the accuracy of measurements and the CPU load imposed by
    Ampehre. Based on this analysis, we are able to specify reasonable combinations
    of sampling periods for the different resource types of a compute node.
author:
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Alex
  full_name: Wiens, Alex
  last_name: Wiens
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Lösch A, Wiens A, Platzner M. Ampehre: An Open Source Measurement Framework
    for Heterogeneous Compute Nodes. In: <i>Proceedings of the International Conference
    on Architecture of Computing Systems (ARCS)</i>. Vol 10793. Lecture Notes in Computer
    Science. Cham: Springer International Publishing; 2018:73-84. doi:<a href="https://doi.org/10.1007/978-3-319-77610-1_6">10.1007/978-3-319-77610-1_6</a>'
  apa: 'Lösch, A., Wiens, A., &#38; Platzner, M. (2018). Ampehre: An Open Source Measurement
    Framework for Heterogeneous Compute Nodes. In <i>Proceedings of the International
    Conference on Architecture of Computing Systems (ARCS)</i> (Vol. 10793, pp. 73–84).
    Cham: Springer International Publishing. <a href="https://doi.org/10.1007/978-3-319-77610-1_6">https://doi.org/10.1007/978-3-319-77610-1_6</a>'
  bibtex: '@inproceedings{Lösch_Wiens_Platzner_2018, place={Cham}, series={Lecture
    Notes in Computer Science}, title={Ampehre: An Open Source Measurement Framework
    for Heterogeneous Compute Nodes}, volume={10793}, DOI={<a href="https://doi.org/10.1007/978-3-319-77610-1_6">10.1007/978-3-319-77610-1_6</a>},
    booktitle={Proceedings of the International Conference on Architecture of Computing
    Systems (ARCS)}, publisher={Springer International Publishing}, author={Lösch,
    Achim and Wiens, Alex and Platzner, Marco}, year={2018}, pages={73–84}, collection={Lecture
    Notes in Computer Science} }'
  chicago: 'Lösch, Achim, Alex Wiens, and Marco Platzner. “Ampehre: An Open Source
    Measurement Framework for Heterogeneous Compute Nodes.” In <i>Proceedings of the
    International Conference on Architecture of Computing Systems (ARCS)</i>, 10793:73–84.
    Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018.
    <a href="https://doi.org/10.1007/978-3-319-77610-1_6">https://doi.org/10.1007/978-3-319-77610-1_6</a>.'
  ieee: 'A. Lösch, A. Wiens, and M. Platzner, “Ampehre: An Open Source Measurement
    Framework for Heterogeneous Compute Nodes,” in <i>Proceedings of the International
    Conference on Architecture of Computing Systems (ARCS)</i>, 2018, vol. 10793,
    pp. 73–84.'
  mla: 'Lösch, Achim, et al. “Ampehre: An Open Source Measurement Framework for Heterogeneous
    Compute Nodes.” <i>Proceedings of the International Conference on Architecture
    of Computing Systems (ARCS)</i>, vol. 10793, Springer International Publishing,
    2018, pp. 73–84, doi:<a href="https://doi.org/10.1007/978-3-319-77610-1_6">10.1007/978-3-319-77610-1_6</a>.'
  short: 'A. Lösch, A. Wiens, M. Platzner, in: Proceedings of the International Conference
    on Architecture of Computing Systems (ARCS), Springer International Publishing,
    Cham, 2018, pp. 73–84.'
date_created: 2018-06-26T13:47:52Z
date_updated: 2022-01-06T06:59:13Z
ddc:
- '040'
department:
- _id: '78'
doi: 10.1007/978-3-319-77610-1_6
file:
- access_level: closed
  content_type: application/pdf
  creator: aloesch
  date_created: 2018-06-26T13:58:28Z
  date_updated: 2018-06-26T13:58:28Z
  file_id: '3363'
  file_name: loesch2017_arcs.pdf
  file_size: 1114026
  relation: main_file
  success: 1
file_date_updated: 2018-06-26T13:58:28Z
has_accepted_license: '1'
intvolume: '     10793'
page: 73-84
place: Cham
project:
- _id: '14'
  name: SFB 901 - Subproject C2
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '1'
  name: SFB 901
publication: Proceedings of the International Conference on Architecture of Computing
  Systems (ARCS)
publication_identifier:
  isbn:
  - '9783319776095'
  - '9783319776101'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: 'Ampehre: An Open Source Measurement Framework for Heterogeneous Compute Nodes'
type: conference
user_id: '477'
volume: 10793
year: '2018'
...
---
_id: '3365'
author:
- first_name: Jan-Philip
  full_name: Schnuer, Jan-Philip
  last_name: Schnuer
citation:
  ama: Schnuer J-P. <i>Static Scheduling Algorithms for Heterogeneous Compute Nodes</i>.
    Universität Paderborn; 2018.
  apa: Schnuer, J.-P. (2018). <i>Static Scheduling Algorithms for Heterogeneous Compute
    Nodes</i>. Universität Paderborn.
  bibtex: '@book{Schnuer_2018, title={Static Scheduling Algorithms for Heterogeneous
    Compute Nodes}, publisher={Universität Paderborn}, author={Schnuer, Jan-Philip},
    year={2018} }'
  chicago: Schnuer, Jan-Philip. <i>Static Scheduling Algorithms for Heterogeneous
    Compute Nodes</i>. Universität Paderborn, 2018.
  ieee: J.-P. Schnuer, <i>Static Scheduling Algorithms for Heterogeneous Compute Nodes</i>.
    Universität Paderborn, 2018.
  mla: Schnuer, Jan-Philip. <i>Static Scheduling Algorithms for Heterogeneous Compute
    Nodes</i>. Universität Paderborn, 2018.
  short: J.-P. Schnuer, Static Scheduling Algorithms for Heterogeneous Compute Nodes,
    Universität Paderborn, 2018.
date_created: 2018-06-26T14:10:18Z
date_updated: 2022-01-06T06:59:13Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '14'
  name: SFB 901 - Subproject C2
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
title: Static Scheduling Algorithms for Heterogeneous Compute Nodes
type: bachelorsthesis
user_id: '477'
year: '2018'
...
---
_id: '3366'
author:
- first_name: Marcel
  full_name: Croce, Marcel
  last_name: Croce
citation:
  ama: Croce M. <i>Evaluation of OpenCL-Based Compilation for FPGAs</i>. Universität
    Paderborn; 2018.
  apa: Croce, M. (2018). <i>Evaluation of OpenCL-based Compilation for FPGAs</i>.
    Universität Paderborn.
  bibtex: '@book{Croce_2018, title={Evaluation of OpenCL-based Compilation for FPGAs},
    publisher={Universität Paderborn}, author={Croce, Marcel}, year={2018} }'
  chicago: Croce, Marcel. <i>Evaluation of OpenCL-Based Compilation for FPGAs</i>.
    Universität Paderborn, 2018.
  ieee: M. Croce, <i>Evaluation of OpenCL-based Compilation for FPGAs</i>. Universität
    Paderborn, 2018.
  mla: Croce, Marcel. <i>Evaluation of OpenCL-Based Compilation for FPGAs</i>. Universität
    Paderborn, 2018.
  short: M. Croce, Evaluation of OpenCL-Based Compilation for FPGAs, Universität Paderborn,
    2018.
date_created: 2018-06-26T14:12:00Z
date_updated: 2022-01-06T06:59:13Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '14'
  name: SFB 901 - Subproject C2
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
title: Evaluation of OpenCL-based Compilation for FPGAs
type: bachelorsthesis
user_id: '477'
year: '2018'
...
