---
_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'
...