{"id":"https://openalex.org/W2944500742","doi":"https://doi.org/10.23919/cnsm46954.2019.9012740","title":"The Softwarised Network Data Zoo","display_name":"The Softwarised Network Data Zoo","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2944500742","doi":"https://doi.org/10.23919/cnsm46954.2019.9012740","mag":"2944500742"},"language":"en","primary_location":{"id":"doi:10.23919/cnsm46954.2019.9012740","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm46954.2019.9012740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 15th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1905.04962","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082709473","display_name":"Manuel Peuster","orcid":"https://orcid.org/0000-0003-3164-7635"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Manuel Peuster","raw_affiliation_strings":["Paderborn University","Paderborn Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University","institution_ids":["https://openalex.org/I206945453"]},{"raw_affiliation_string":"Paderborn Univ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062189755","display_name":"Stefan Schneider","orcid":"https://orcid.org/0000-0001-8210-4011"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Schneider","raw_affiliation_strings":["Paderborn University","Paderborn Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University","institution_ids":["https://openalex.org/I206945453"]},{"raw_affiliation_string":"Paderborn Univ","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019777818","display_name":"Holger Karl","orcid":"https://orcid.org/0000-0002-8343-6322"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Karl","raw_affiliation_strings":["Paderborn University","Paderborn Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University","institution_ids":["https://openalex.org/I206945453"]},{"raw_affiliation_string":"Paderborn Univ","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082709473"],"corresponding_institution_ids":["https://openalex.org/I206945453"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05126203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8250463008880615},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7690908908843994},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6097833514213562},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5776273012161255},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.5186169147491455},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.4324963688850403},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.42801904678344727},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39754000306129456},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3768242299556732},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.30871450901031494},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13405779004096985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8250463008880615},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7690908908843994},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6097833514213562},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5776273012161255},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.5186169147491455},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.4324963688850403},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.42801904678344727},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39754000306129456},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3768242299556732},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.30871450901031494},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13405779004096985},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.23919/cnsm46954.2019.9012740","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm46954.2019.9012740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 15th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1905.04962","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1905.04962","pdf_url":"https://arxiv.org/pdf/1905.04962","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2944500742","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1905.04962v2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1905.04962","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1905.04962","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1905.04962","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1905.04962","pdf_url":"https://arxiv.org/pdf/1905.04962","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1312149285","display_name":null,"funder_award_id":"H2020-ICT-2016-2","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G1361892763","display_name":"5G Development and validation platform for global industry-specific network services and Apps","funder_award_id":"761493","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1535130713","display_name":null,"funder_award_id":"H2020-ICT","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G779238578","display_name":null,"funder_award_id":"H2020-ICT-2016-2","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8026673714","display_name":null,"funder_award_id":"SFB 901","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944500742.pdf","grobid_xml":"https://content.openalex.org/works/W2944500742.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2113459411","https://openalex.org/W2118404561","https://openalex.org/W2155526624","https://openalex.org/W2243257940","https://openalex.org/W2492788800","https://openalex.org/W2586630827","https://openalex.org/W2599171486","https://openalex.org/W2613070411","https://openalex.org/W2752441946","https://openalex.org/W2755088640","https://openalex.org/W2757551206","https://openalex.org/W2759910885","https://openalex.org/W2774034381","https://openalex.org/W2774532408","https://openalex.org/W2790748542","https://openalex.org/W2887376601","https://openalex.org/W2900604824","https://openalex.org/W2904065681","https://openalex.org/W2907042824","https://openalex.org/W2947296458","https://openalex.org/W2952585762","https://openalex.org/W2963557522","https://openalex.org/W2964143609","https://openalex.org/W2998505767","https://openalex.org/W4309964600","https://openalex.org/W6676984168","https://openalex.org/W6744271739","https://openalex.org/W6756757280","https://openalex.org/W6757038506","https://openalex.org/W6757180245"],"related_works":["https://openalex.org/W2998505767","https://openalex.org/W2247744232","https://openalex.org/W127465381","https://openalex.org/W3136844352","https://openalex.org/W2990233162","https://openalex.org/W2169377159","https://openalex.org/W2164066222","https://openalex.org/W2152167922","https://openalex.org/W595494729","https://openalex.org/W2183272649","https://openalex.org/W3117319848","https://openalex.org/W2597816374","https://openalex.org/W3131602382","https://openalex.org/W1933589172","https://openalex.org/W3130757637","https://openalex.org/W2391592313","https://openalex.org/W2577115914","https://openalex.org/W2783468190","https://openalex.org/W1635892993","https://openalex.org/W2953010539"],"abstract_inverted_index":{"More":[0],"and":[1,4,16,53,76,120,138],"more":[2],"management":[3],"orchestration":[5],"approaches":[6,19,95],"for":[7,48,143],"(software)":[8],"networks":[9],"are":[10],"based":[11],"on":[12,23,58,157],"machine":[13,93,122],"learning":[14,94,123],"paradigms":[15],"solutions.":[17,82],"These":[18],"depend":[20],"not":[21,62],"only":[22],"their":[24,38,59],"program":[25],"code":[26],"to":[27,36,74,118,135],"operate":[28],"properly,":[29],"but":[30],"also":[31],"require":[32],"enough":[33],"input":[34],"data":[35,44,65,106,115,141,154],"train":[37],"internal":[39],"models.":[40],"However,":[41],"such":[42],"training":[43],"is":[45],"barely":[46],"available":[47],"the":[49,80,90,103,126,158],"software":[50,113,127],"networking":[51,114,128],"domain":[52],"most":[54],"presented":[55],"solutions":[56],"rely":[57],"own,":[60],"sometimes":[61],"even":[63,72],"published,":[64],"sets.":[66],"This":[67],"makes":[68],"it":[69,86],"hard,":[70],"or":[71],"infeasible,":[73],"reproduce":[75],"compare":[77],"many":[78],"of":[79,92,112,160],"existing":[81],"As":[83],"a":[84,132],"result,":[85],"ultimately":[87],"slows":[88],"down":[89],"adoption":[91],"in":[96,125],"softwarised":[97],"networks.To":[98],"this":[99],"end,":[100],"we":[101],"introduce":[102],"\u201csoftwarised":[104],"network":[105,162],"zoo\u201d":[107],"(SNDZoo),":[108],"an":[109,150],"open":[110],"collection":[111],"sets":[116,142],"aiming":[117],"streamline":[119],"ease":[121],"research":[124],"domain.":[129],"We":[130],"present":[131],"general":[133],"methodology":[134],"collect,":[136],"archive,":[137],"publish":[139],"those":[140],"use":[144],"by":[145],"other":[146],"researchers":[147],"and,":[148],"as":[149],"example,":[151],"eight":[152],"initial":[153],"sets,":[155],"focusing":[156],"performance":[159],"virtualised":[161],"functions.":[163]},"counts_by_year":[],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}