{"id":"https://openalex.org/W4417282332","doi":"https://doi.org/10.1109/pimrc62392.2025.11274598","title":"State Aware Traffic Generation for Real-Time Network Digital Twins","display_name":"State Aware Traffic Generation for Real-Time Network Digital Twins","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4417282332","doi":"https://doi.org/10.1109/pimrc62392.2025.11274598"},"language":null,"primary_location":{"id":"doi:10.1109/pimrc62392.2025.11274598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc62392.2025.11274598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","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/A5120050043","display_name":"Enes Koktas","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Enes Koktas","raw_affiliation_strings":["Karlsruhe Institute of Technology,Communications Engineering Lab,Karlsruhe,Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology,Communications Engineering Lab,Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007772835","display_name":"Peter Rost","orcid":"https://orcid.org/0000-0002-8341-6989"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Rost","raw_affiliation_strings":["Karlsruhe Institute of Technology,Communications Engineering Lab,Karlsruhe,Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology,Communications Engineering Lab,Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5120050043"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4746314,"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":0.6639000177383423,"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":0.6639000177383423,"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":0.09679999947547913,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.06629999727010727,"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/payload","display_name":"Payload (computing)","score":0.7818999886512756},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6141999959945679},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5655999779701233},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5321000218391418},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5144000053405762},{"id":"https://openalex.org/keywords/idle","display_name":"Idle","score":0.4772999882698059},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4632999897003174},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.39250001311302185},{"id":"https://openalex.org/keywords/real-time-data","display_name":"Real-time data","score":0.38359999656677246}],"concepts":[{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.7818999886512756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.699999988079071},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.6812000274658203},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6141999959945679},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5655999779701233},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5321000218391418},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5144000053405762},{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.4772999882698059},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4632999897003174},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4169999957084656},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.39250001311302185},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.38359999656677246},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.38109999895095825},{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.3359000086784363},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.27469998598098755},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C86338984","wikidata":"https://www.wikidata.org/wiki/Q79708","display_name":"General Packet Radio Service","level":3,"score":0.2685000002384186},{"id":"https://openalex.org/C2777145635","wikidata":"https://www.wikidata.org/wiki/Q515636","display_name":"FIFO (computing and electronics)","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C55689738","wikidata":"https://www.wikidata.org/wiki/Q15963867","display_name":"Discrete time and continuous time","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pimrc62392.2025.11274598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc62392.2025.11274598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2125838338","https://openalex.org/W3045858585","https://openalex.org/W3088157974","https://openalex.org/W3123788679","https://openalex.org/W4210686602","https://openalex.org/W4296913260","https://openalex.org/W4315629646","https://openalex.org/W4361204367","https://openalex.org/W4396796620","https://openalex.org/W4400682056"],"related_works":[],"abstract_inverted_index":{"Digital":[0],"twins":[1],"(DTs)":[2],"enable":[3],"smarter,":[4],"self-optimizing":[5],"mobile":[6],"networks,":[7],"but":[8],"they":[9],"rely":[10],"on":[11,80],"a":[12,28,33,53,81],"steady":[13],"supply":[14],"of":[15,46,99,141,158],"real":[16,25,86],"world":[17],"data.":[18],"Collecting":[19],"and":[20,49,65,88,144,155],"transferring":[21],"complete":[22],"traces":[23,140],"in":[24,78,85],"time":[26,87,146],"is":[27,134],"significant":[29],"challenge.":[30],"We":[31],"present":[32],"compact":[34],"traffic":[35,75,131],"generator":[36,76,132],"that":[37,60,129,150],"combines":[38],"hidden":[39],"Markov":[40],"model,":[41],"capturing":[42],"the":[43,72,94,97,100,106,123,130,159],"broad":[44],"rhythms":[45],"buffering,":[47],"streaming":[48],"idle":[50],"periods,":[51],"with":[52],"small":[54],"feed":[55],"forward":[56],"mixture":[57],"density":[58],"network":[59],"generates":[61],"realistic":[62,138],"payload":[63,142],"sizes":[64],"inter-arrival":[66,145],"times":[67],"to":[68,71,112,117,122,136],"be":[69,90],"fed":[70],"DT.":[73],"This":[74,109],"trains":[77],"seconds":[79],"server":[82],"GPU,":[83],"runs":[84],"can":[89],"fine":[91],"tuned":[92],"inside":[93],"DT":[95,115],"whenever":[96],"statistics":[98],"generated":[101],"data":[102],"do":[103],"not":[104],"match":[105],"actual":[107],"traffic.":[108],"enables":[110],"operators":[111],"keep":[113],"their":[114],"up":[116],"date":[118],"without":[119],"causing":[120],"overhead":[121],"operational":[124],"network.":[125],"The":[126],"results":[127],"show":[128],"presented":[133],"able":[135],"derive":[137],"packet":[139],"length":[143],"across":[147],"various":[148],"metrics":[149],"assess":[151],"distributional":[152],"fidelity,":[153],"diversity,":[154],"temporal":[156],"correlation":[157],"synthetic":[160],"trace.":[161]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-12-12T00:00:00"}
