{"id":"https://openalex.org/W7155869393","doi":"https://doi.org/10.1109/icin69025.2026.11481804","title":"A Vision for Intelligent Flow Routing in University Networks Through Digital Twin Integration","display_name":"A Vision for Intelligent Flow Routing in University Networks Through Digital Twin Integration","publication_year":2026,"publication_date":"2026-03-30","ids":{"openalex":"https://openalex.org/W7155869393","doi":"https://doi.org/10.1109/icin69025.2026.11481804"},"language":null,"primary_location":{"id":"doi:10.1109/icin69025.2026.11481804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin69025.2026.11481804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 29th Conference on Innovation in Clouds, Internet and Networks (ICIN)","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/A5102905448","display_name":"Reza Poorzare","orcid":null},"institutions":[{"id":"https://openalex.org/I70886390","display_name":"Karlsruhe University of Applied Sciences","ror":"https://ror.org/01c0m1t63","country_code":"DE","type":"education","lineage":["https://openalex.org/I70886390"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Reza Poorzare","raw_affiliation_strings":["Karlsruhe University of Applied Sciences,Institute of Data-Centric Software Systems (IDSS),Karlsruhe,Germany,76133"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe University of Applied Sciences,Institute of Data-Centric Software Systems (IDSS),Karlsruhe,Germany,76133","institution_ids":["https://openalex.org/I70886390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076270002","display_name":"Oliver P. Waldhorst","orcid":"https://orcid.org/0000-0002-5468-2073"},"institutions":[{"id":"https://openalex.org/I70886390","display_name":"Karlsruhe University of Applied Sciences","ror":"https://ror.org/01c0m1t63","country_code":"DE","type":"education","lineage":["https://openalex.org/I70886390"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver P. Waldhorst","raw_affiliation_strings":["Karlsruhe University of Applied Sciences,Institute of Data-Centric Software Systems (IDSS),Karlsruhe,Germany,76133"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe University of Applied Sciences,Institute of Data-Centric Software Systems (IDSS),Karlsruhe,Germany,76133","institution_ids":["https://openalex.org/I70886390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102905448"],"corresponding_institution_ids":["https://openalex.org/I70886390"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95548988,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.40450000762939453,"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":0.40450000762939453,"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":0.21480000019073486,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.031599998474121094,"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/routing","display_name":"Routing (electronic design automation)","score":0.48750001192092896},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4345000088214874},{"id":"https://openalex.org/keywords/flow-network","display_name":"Flow network","score":0.26840001344680786},{"id":"https://openalex.org/keywords/data-flow-diagram","display_name":"Data flow diagram","score":0.25619998574256897}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.595300018787384},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.48750001192092896},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44999998807907104},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4345000088214874},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2957000136375427},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29010000824928284},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2734000086784363},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icin69025.2026.11481804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin69025.2026.11481804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 29th Conference on Innovation in Clouds, Internet and Networks (ICIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1994926493","https://openalex.org/W2463357960","https://openalex.org/W2982936646","https://openalex.org/W4285240194","https://openalex.org/W4294535334","https://openalex.org/W4386212319","https://openalex.org/W4406610599"],"related_works":[],"abstract_inverted_index":{"Enhancing":[0],"the":[1,34,60,90,110,125,165],"user":[2,71],"experience":[3,36,72],"for":[4,93],"students":[5,41],"and":[6,26,42,139,181],"researchers":[7],"on":[8,47],"university":[9],"networks":[10],"is":[11,30,37,59],"a":[12,48,99,117,156],"top":[13],"priority":[14],"of":[15,56,62,167],"network":[16,50,57,95,144,185],"administrators,":[17],"as":[18,77,79,81,98,132,171],"it":[19],"directly":[20],"impacts":[21],"academic":[22],"performance":[23,58,149],"in":[24],"classrooms":[25],"laboratories.":[27],"The":[28,113],"goal":[29],"to":[31,102,147,159,183],"ensure":[32],"that":[33,40],"online":[35],"so":[38],"seamless":[39],"faculty":[43],"forget":[44],"they":[45],"are":[46],"managed":[49],"at":[51,109],"all.":[52],"A":[53],"key":[54],"determinant":[55],"efficiency":[61],"traffic":[63],"routing.":[64],"Optimizing":[65],"routing":[66,104,121,162],"mechanisms":[67],"can":[68,136,163],"significantly":[69],"improve":[70],"by":[73,106,124,177],"alleviating":[74],"issues,":[75],"such":[76,131,170],"congestion,":[78],"well":[80],"minimizing":[82],"packet":[83],"loss.":[84],"In":[85],"this":[86],"paper,":[87],"we":[88,152],"propose":[89],"primary":[91],"steps":[92],"exploiting":[94],"digital":[96,157],"twins":[97],"powerful":[100],"tool":[101],"fine-tune":[103],"schemes":[105],"optimizing":[107],"routes":[108],"flow":[111],"level.":[112],"proposed":[114],"framework":[115],"establishes":[116],"virtual":[118],"environment":[119],"where":[120],"metrics":[122],"defined":[123],"administrator's":[126],"Service":[127],"Level":[128],"Agreement":[129],"(SLA),":[130],"flow-level":[133,161],"round-trip":[134],"time,":[135],"be":[137],"tested":[138],"analyzed":[140],"before":[141],"deployment,":[142],"enabling":[143],"optimization":[145],"tailored":[146],"specific":[148],"requirements.":[150],"Furthermore,":[151],"demonstrate":[153],"how":[154],"deploying":[155],"twin":[158],"enhance":[160],"address":[164],"limitations":[166],"traditional":[168],"approaches,":[169],"Open":[172],"Shortest":[173],"Path":[174],"First":[175],"(OSPF),":[176],"providing":[178],"greater":[179],"flexibility":[180],"adaptability":[182],"dynamic":[184],"conditions.":[186]},"counts_by_year":[],"updated_date":"2026-04-29T06:10:49.150238","created_date":"2026-04-28T00:00:00"}
