{"id":"https://openalex.org/W4410027601","doi":"https://doi.org/10.1109/ton.2025.3562348","title":"MPITE: Multidimensional Performance Evaluator for Interpretable and Traceable Network Performance Evaluation","display_name":"MPITE: Multidimensional Performance Evaluator for Interpretable and Traceable Network Performance Evaluation","publication_year":2025,"publication_date":"2025-05-02","ids":{"openalex":"https://openalex.org/W4410027601","doi":"https://doi.org/10.1109/ton.2025.3562348"},"language":"en","primary_location":{"id":"doi:10.1109/ton.2025.3562348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ton.2025.3562348","pdf_url":null,"source":{"id":"https://openalex.org/S5407042750","display_name":"IEEE Transactions on Networking","issn_l":"2998-4157","issn":["2998-4157"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Networking","raw_type":"journal-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/A5101716848","display_name":"Xun Yuan","orcid":"https://orcid.org/0000-0002-2248-788X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xun Yuan","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2248-788X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410939","display_name":"Xiaonan Wang","orcid":"https://orcid.org/0000-0001-9775-2417"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaonan Wang","raw_affiliation_strings":["School of Software, Xinjiang University, Ürümqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Xinjiang University, Ürümqi, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007662359","display_name":"Fengxiao Tang","orcid":"https://orcid.org/0000-0003-2414-4802"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengxiao Tang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-2414-4802","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011626776","display_name":"Qingping Zhou","orcid":"https://orcid.org/0000-0003-1530-3525"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingping Zhou","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-1530-3525","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077996394","display_name":"Ming Zhao","orcid":"https://orcid.org/0000-0003-2317-5359"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-2317-5359","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013311265","display_name":"Nei Kato","orcid":"https://orcid.org/0000-0001-8769-302X"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nei Kato","raw_affiliation_strings":["Graduate School of Information Sciences (GSIS), Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8769-302X","affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences (GSIS), Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101716848"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":5.8102,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95325346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"33","issue":"5","first_page":"2458","last_page":"2473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.6434999704360962,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.6434999704360962,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.6187635660171509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4289277493953705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6187635660171509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4289277493953705}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ton.2025.3562348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ton.2025.3562348","pdf_url":null,"source":{"id":"https://openalex.org/S5407042750","display_name":"IEEE Transactions on Networking","issn_l":"2998-4157","issn":["2998-4157"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1499972624","display_name":null,"funder_award_id":"62302527","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2144726563","display_name":null,"funder_award_id":"2023jj40774","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G2364584524","display_name":null,"funder_award_id":"202306370240","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W34242926","https://openalex.org/W1770489546","https://openalex.org/W1822049871","https://openalex.org/W1992706503","https://openalex.org/W2035062775","https://openalex.org/W2235656085","https://openalex.org/W2805161269","https://openalex.org/W2886485362","https://openalex.org/W2963504849","https://openalex.org/W2993809815","https://openalex.org/W3005228016","https://openalex.org/W3006541201","https://openalex.org/W3013888436","https://openalex.org/W3014000580","https://openalex.org/W3028457518","https://openalex.org/W3042577898","https://openalex.org/W3043040891","https://openalex.org/W3046502640","https://openalex.org/W3090694330","https://openalex.org/W3113554004","https://openalex.org/W3166416925","https://openalex.org/W3201412947","https://openalex.org/W4229457229","https://openalex.org/W4244705237","https://openalex.org/W4283211170","https://openalex.org/W4285192749","https://openalex.org/W4290991029","https://openalex.org/W4312072580","https://openalex.org/W4313555747","https://openalex.org/W4313886820","https://openalex.org/W4366967619","https://openalex.org/W4386119809","https://openalex.org/W4386142022","https://openalex.org/W4389317746","https://openalex.org/W4389387638"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"With":[0],"the":[1,41,81,88,147],"advancements":[2],"in":[3],"six-generation":[4],"(6G)":[5],"communication":[6,85],"technology,":[7],"there":[8],"is":[9],"a":[10,33,54,69,97],"growing":[11],"need":[12],"for":[13,20,58,125,141],"comprehensive":[14],"and":[15,29,60,76,92,105,150],"interpretable":[16,59,115,126],"network":[17,21,62,90,110,118,123,127,135,142],"performance":[18,38,56,63,93,99,111,128],"evaluation":[19,24,64,71],"optimization.":[22],"Traditional":[23],"methods":[25],"often":[26],"overlook":[27],"uncertainties":[28],"are":[30],"limited":[31],"to":[32,108,121],"single":[34],"time":[35],"scale":[36],"or":[37],"dimension,":[39],"while":[40],"recent":[42],"machine":[43],"learning-based":[44],"method":[45],"lacks":[46],"interpretability.":[47],"To":[48],"address":[49],"this":[50],"issue,":[51],"we":[52,131],"propose":[53,114],"multidimensional":[55,98],"evaluator":[57],"traceable":[61],"(MPITE).":[65],"MPITE,":[66],"constructed":[67],"with":[68],"three-layer":[70],"model":[72],"incorporating":[73],"physical,":[74],"logical,":[75],"causal":[77,82],"topology":[78],"structures,":[79],"reflects":[80],"relationship":[83],"of":[84,152],"system":[86],"configurations,":[87],"changing":[89],"states,":[91],"metrics.":[94],"We":[95,113],"introduce":[96],"index":[100],"that":[101],"considers":[102],"value,":[103],"time,":[104],"certainty":[106,124],"dimensions":[107],"evaluate":[109],"comprehensively.":[112],"Bayesian":[116],"theory-based":[117],"inference":[119],"algorithms":[120],"derive":[122,133],"evaluation.":[129],"Then,":[130],"intelligently":[132],"optimal":[134],"configuration":[136],"parameters":[137],"through":[138],"reverse":[139],"inferencing":[140],"tracing.":[143],"Experimental":[144],"results":[145],"demonstrate":[146],"advantage,":[148],"interpretability,":[149],"traceability":[151],"MPITE.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}