{"id":"https://openalex.org/W4402156326","doi":"https://doi.org/10.1109/icc51166.2024.10622702","title":"AINeC: Automated Network Performance Evaluation using AI-based Network Cloning","display_name":"AINeC: Automated Network Performance Evaluation using AI-based Network Cloning","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402156326","doi":"https://doi.org/10.1109/icc51166.2024.10622702"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622702","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","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/A5109775097","display_name":"Iqman Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Iqman Singh","raw_affiliation_strings":["Thapar Institute of Engineering &#x0026; Technology,Patiala,India"],"affiliations":[{"raw_affiliation_string":"Thapar Institute of Engineering &#x0026; Technology,Patiala,India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106981349","display_name":"Moksh Baweja","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Moksh Baweja","raw_affiliation_strings":["Thapar Institute of Engineering &#x0026; Technology,Patiala,India"],"affiliations":[{"raw_affiliation_string":"Thapar Institute of Engineering &#x0026; Technology,Patiala,India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113364171","display_name":"Bhavleen Kaur","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhavleen Kaur","raw_affiliation_strings":["Thapar Institute of Engineering &#x0026; Technology,Patiala,India"],"affiliations":[{"raw_affiliation_string":"Thapar Institute of Engineering &#x0026; Technology,Patiala,India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041692255","display_name":"Anushka Nehra","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anushka Nehra","raw_affiliation_strings":["Thapar Institute of Engineering &#x0026; Technology,Patiala,India"],"affiliations":[{"raw_affiliation_string":"Thapar Institute of Engineering &#x0026; Technology,Patiala,India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033120323","display_name":"Ashish Jain","orcid":"https://orcid.org/0000-0002-9803-0050"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Jain","raw_affiliation_strings":["Samsung R&#x0026;D India,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung R&#x0026;D India,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037831505","display_name":"Sukhdeep Singh","orcid":"https://orcid.org/0000-0003-1553-3275"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sukhdeep Singh","raw_affiliation_strings":["Samsung R&#x0026;D India,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung R&#x0026;D India,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034787711","display_name":"Joseph Thaliath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Joseph Thaliath","raw_affiliation_strings":["Samsung R&#x0026;D India,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Samsung R&#x0026;D India,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071117578","display_name":"Tarunpreet Bhatia","orcid":"https://orcid.org/0000-0003-0434-2799"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tarunpreet Bhatia","raw_affiliation_strings":["Thapar Institute of Engineering &#x0026; Technology,Patiala,India"],"affiliations":[{"raw_affiliation_string":"Thapar Institute of Engineering &#x0026; Technology,Patiala,India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113364172","display_name":"Peter Moonki Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Peter Moonki Hong","raw_affiliation_strings":["Samsung Research,Seoul,South Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Research,Seoul,South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078021392","display_name":"Neeraj Kumar","orcid":"https://orcid.org/0000-0003-3599-5557"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neeraj Kumar","raw_affiliation_strings":["Thapar Institute of Engineering &#x0026; Technology,Patiala,India"],"affiliations":[{"raw_affiliation_string":"Thapar Institute of Engineering &#x0026; Technology,Patiala,India","institution_ids":["https://openalex.org/I162030827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5109775097"],"corresponding_institution_ids":["https://openalex.org/I162030827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12323888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"1969","last_page":"1973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9937999844551086,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/cloning","display_name":"Cloning (programming)","score":0.764599084854126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7123519778251648},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37704169750213623},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14126256108283997}],"concepts":[{"id":"https://openalex.org/C121050878","wikidata":"https://www.wikidata.org/wiki/Q5135020","display_name":"Cloning (programming)","level":2,"score":0.764599084854126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123519778251648},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37704169750213623},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14126256108283997}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622702","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","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":13,"referenced_works":["https://openalex.org/W1930624869","https://openalex.org/W2113643803","https://openalex.org/W2295598076","https://openalex.org/W2944851425","https://openalex.org/W2949676527","https://openalex.org/W3010109240","https://openalex.org/W3127614346","https://openalex.org/W3197933942","https://openalex.org/W3214050954","https://openalex.org/W4253178971","https://openalex.org/W4288296172","https://openalex.org/W4317796310","https://openalex.org/W6765451912"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0],"evolution":[1],"of":[2,9,96,114,141,150,175],"telecommunications":[3],"technology":[4],"is":[5,86],"at":[6],"the":[7,23,47,54,74,82,94,100,112,138,147,151,170,176,183],"cusp":[8],"a":[10,107,123],"major":[11],"transition":[12],"from":[13],"5G":[14,17,62,117,153],"to":[15,92,120,168],"Beyond":[16],"networks.":[18,101,134,186],"With":[19,57],"this":[20,103],"imminent":[21],"shift,":[22],"demand":[24],"for":[25,38,127,132],"robust":[26],"and":[27,63,89,173],"efficient":[28],"mitigation":[29,36,129,144],"solutions":[30,37,130,145,178],"has":[31],"become":[32],"increasingly":[33],"vital.":[34],"AI-based":[35,116,128,152],"solving":[39],"B5G":[40,133,185],"network":[41,118,154,163],"problems":[42],"are":[43],"directly":[44],"pushed":[45],"into":[46,73,182],"actual":[48,83],"field":[49,76],"or":[50,68],"manually":[51,67],"evaluated":[52],"by":[53,157],"operator":[55],"first.":[56],"Big":[58],"Data":[59],"involved":[60],"in":[61,81,161],"Beyond,":[64],"evaluating":[65,142],"them":[66,72],"without":[69],"evaluation,":[70],"pushing":[71],"real":[75],"might":[77],"have":[78],"severe":[79],"consequences":[80],"network.":[84],"There":[85],"no":[87],"intelligent":[88],"proactive":[90],"platform":[91],"test":[93],"implications":[95],"ML":[97],"models":[98],"on":[99],"In":[102],"paper,":[104],"we":[105],"propose":[106],"pioneering":[108],"approach":[109],"that":[110],"involves":[111],"development":[113],"an":[115],"clone":[119],"serve":[121],"as":[122],"performance":[124],"evaluation":[125],"ground":[126],"tailored":[131],"Our":[135],"methodology":[136],"outlines":[137],"initial":[139],"phase":[140],"these":[143],"within":[146],"simulated":[148],"environment":[149],"clone,":[155],"followed":[156],"their":[158,180],"subsequent":[159],"deployment":[160],"real-world":[162],"infrastructures.":[164],"This":[165],"strategy":[166],"aims":[167],"ascertain":[169],"efficacy,":[171],"reliability,":[172],"adaptability":[174],"proposed":[177],"before":[179],"integration":[181],"next-generation":[184]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
