{"id":"https://openalex.org/W7116690177","doi":"https://doi.org/10.23919/cnsm67658.2025.11297486","title":"Using Network Digital Twin Visualization for Application Traffic Engineering","display_name":"Using Network Digital Twin Visualization for Application Traffic Engineering","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W7116690177","doi":"https://doi.org/10.23919/cnsm67658.2025.11297486"},"language":null,"primary_location":{"id":"doi:10.23919/cnsm67658.2025.11297486","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm67658.2025.11297486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21st International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121017325","display_name":"Felix Stumpf","orcid":null},"institutions":[{"id":"https://openalex.org/I201850948","display_name":"Fulda University of Applied Sciences","ror":"https://ror.org/041bz9r75","country_code":"DE","type":"education","lineage":["https://openalex.org/I201850948"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Felix Stumpf","raw_affiliation_strings":["University of Applied Sciences,Applied Computer Science Department,Fulda,Germany"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences,Applied Computer Science Department,Fulda,Germany","institution_ids":["https://openalex.org/I201850948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099844136","display_name":"Leon-Niklas Lux","orcid":null},"institutions":[{"id":"https://openalex.org/I201850948","display_name":"Fulda University of Applied Sciences","ror":"https://ror.org/041bz9r75","country_code":"DE","type":"education","lineage":["https://openalex.org/I201850948"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leon-Niklas Lux","raw_affiliation_strings":["University of Applied Sciences,Applied Computer Science Department,Fulda,Germany"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences,Applied Computer Science Department,Fulda,Germany","institution_ids":["https://openalex.org/I201850948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057029027","display_name":"Sebastian Rieger","orcid":"https://orcid.org/0000-0003-3597-6284"},"institutions":[{"id":"https://openalex.org/I201850948","display_name":"Fulda University of Applied Sciences","ror":"https://ror.org/041bz9r75","country_code":"DE","type":"education","lineage":["https://openalex.org/I201850948"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Rieger","raw_affiliation_strings":["University of Applied Sciences,Applied Computer Science Department,Fulda,Germany"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences,Applied Computer Science Department,Fulda,Germany","institution_ids":["https://openalex.org/I201850948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121017325"],"corresponding_institution_ids":["https://openalex.org/I201850948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65706119,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.8827000260353088,"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":0.8827000260353088,"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/T10763","display_name":"Digital Transformation in Industry","score":0.02669999934732914,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.013199999928474426,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7825000286102295},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.7595000267028809},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5278000235557556},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.39469999074935913},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3634999990463257},{"id":"https://openalex.org/keywords/network-simulation","display_name":"Network simulation","score":0.35899999737739563},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.31349998712539673},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.2994000017642975}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7825000286102295},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.7595000267028809},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5278000235557556},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4860999882221222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44940000772476196},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.39469999074935913},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.351500004529953},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34290000796318054},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.31349998712539673},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.2946999967098236},{"id":"https://openalex.org/C112953755","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph drawing","level":3,"score":0.2721000015735626},{"id":"https://openalex.org/C16160715","wikidata":"https://www.wikidata.org/wiki/Q1640676","display_name":"Traffic engineering","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.26510000228881836},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.25870001316070557},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/cnsm67658.2025.11297486","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm67658.2025.11297486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21st International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5662234425544739}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2036810816","https://openalex.org/W2109991560","https://openalex.org/W2789642605","https://openalex.org/W2801356932","https://openalex.org/W4210976393","https://openalex.org/W4285112846","https://openalex.org/W4317632579","https://openalex.org/W4400237931","https://openalex.org/W4405937793"],"related_works":[],"abstract_inverted_index":{"Network":[0],"Digital":[1],"Twins":[2],"(NDT)":[3],"support":[4],"the":[5,46,50,71,80,85,125],"management":[6],"and":[7,17,37,66,91],"evaluation":[8],"of":[9,117,124],"increasingly":[10],"complex":[11],"network":[12,87,94,110],"topologies":[13],"by":[14],"virtually":[15],"replicating":[16],"abstracting":[18],"physical":[19],"infrastructures.":[20],"This":[21],"paper":[22],"presents":[23],"a":[24,97,121],"real-time":[25],"visualization":[26,59],"for":[27,35,53],"Containerlabbased":[28],"NDT":[29],"environments":[30],"to":[31,73,106,130],"assess":[32],"their":[33],"applicability":[34],"NDTs":[36],"identify":[38],"relevant":[39],"application":[40],"scenarios.":[41],"The":[42],"implemented":[43],"design":[44],"follows":[45],"principles":[47],"outlined":[48],"in":[49,84,128],"IRTF":[51],"draft":[52],"NDT,":[54,86],"implementing":[55],"an":[56],"interactive":[57],"force-directed":[58],"with":[60],"high-fidelity":[61],"modeling":[62],"using":[63,70],"gNMI":[64],"topology":[65],"telemetry":[67],"data.":[68],"By":[69],"data":[72],"emulate":[74],"traffic":[75],"engineering":[76],"scenarios":[77],"based":[78],"on":[79],"real":[81],"network\u2019s":[82,126],"state":[83],"operators":[88],"can":[89],"comprehend":[90],"improve":[92],"application-based":[93],"load.":[95],"Additionally,":[96],"time":[98],"machine":[99],"feature":[100],"is":[101],"introduced":[102],"that":[103],"allows":[104],"users":[105],"visually":[107],"inspect":[108],"historical":[109],"states,":[111],"circumvent":[112],"problems":[113],"regarding":[114],"human":[115],"perception":[116],"large":[118],"datasets,":[119],"providing":[120],"deeper":[122],"understanding":[123],"behavior":[127],"response":[129],"different":[131],"stimuli,":[132],"supporting":[133],"well-informed":[134],"decision-making.":[135]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-12-22T00:00:00"}