{"id":"https://openalex.org/W4383374078","doi":"https://doi.org/10.3389/fcomp.2023.1211739","title":"Alarm reduction and root cause inference based on association mining in communication network","display_name":"Alarm reduction and root cause inference based on association mining in communication network","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4383374078","doi":"https://doi.org/10.3389/fcomp.2023.1211739"},"language":"en","primary_location":{"id":"doi:10.3389/fcomp.2023.1211739","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2023.1211739","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2023.1211739/pdf","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2023.1211739/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100400762","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-9366-2390"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Li","raw_affiliation_strings":["School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, China","School of Systems Science and Engineering, Sun Yat-sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Systems Science and Engineering, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046974812","display_name":"Mengyuan Yang","orcid":"https://orcid.org/0000-0003-3418-711X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyuan Yang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","School of Computer Science and Engineering, Sun Yat-sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100335060","display_name":"Pengfei Chen","orcid":"https://orcid.org/0000-0003-0972-6900"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pengfei Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","School of Computer Science and Engineering, Sun Yat-sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100335060"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":{"value":1285,"currency":"USD","value_usd":1285},"apc_paid":{"value":1285,"currency":"USD","value_usd":1285},"fwci":1.0661,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7636028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"5","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9965999722480774,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9919000267982483,"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/computer-science","display_name":"Computer science","score":0.741503119468689},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.7386804819107056},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.7141647338867188},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.6882448196411133},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5706570744514465},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5432575345039368},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5332362651824951},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.5171194076538086},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.5163816213607788},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4868609309196472},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4231269955635071},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30931419134140015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29175180196762085},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.20690953731536865},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12448340654373169}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741503119468689},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.7386804819107056},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.7141647338867188},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.6882448196411133},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5706570744514465},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5432575345039368},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5332362651824951},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.5171194076538086},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.5163816213607788},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4868609309196472},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4231269955635071},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30931419134140015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29175180196762085},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.20690953731536865},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12448340654373169},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fcomp.2023.1211739","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2023.1211739","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2023.1211739/pdf","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3a72b1d99bc84580858b9a1b7e05e2f5","is_oa":true,"landing_page_url":"https://doaj.org/article/3a72b1d99bc84580858b9a1b7e05e2f5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computer Science, Vol 5 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fcomp.2023.1211739","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2023.1211739","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2023.1211739/pdf","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1530937461","display_name":null,"funder_award_id":"2019YFB1804002","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4801712893","display_name":null,"funder_award_id":"22qntd1004","funder_id":"https://openalex.org/F4320321160","funder_display_name":"Sun Yat-sen University"},{"id":"https://openalex.org/G7213717779","display_name":null,"funder_award_id":"62272495","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321160","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4383374078.pdf"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W33383766","https://openalex.org/W1513088667","https://openalex.org/W1630959083","https://openalex.org/W1654125355","https://openalex.org/W1854214752","https://openalex.org/W1966119405","https://openalex.org/W1975188201","https://openalex.org/W1977556410","https://openalex.org/W2049934050","https://openalex.org/W2056291033","https://openalex.org/W2075402100","https://openalex.org/W2079989819","https://openalex.org/W2091429683","https://openalex.org/W2121927068","https://openalex.org/W2122646361","https://openalex.org/W2125493559","https://openalex.org/W2129418437","https://openalex.org/W2147694185","https://openalex.org/W2149298154","https://openalex.org/W2151409320","https://openalex.org/W2157527521","https://openalex.org/W2164998314","https://openalex.org/W2358339724","https://openalex.org/W2366919286","https://openalex.org/W2569260160","https://openalex.org/W2585361703","https://openalex.org/W2605191235","https://openalex.org/W2613379186","https://openalex.org/W2617241599","https://openalex.org/W2735706718","https://openalex.org/W2757917007","https://openalex.org/W2783457203","https://openalex.org/W2791610379","https://openalex.org/W2808862972","https://openalex.org/W2809578751","https://openalex.org/W2821372324","https://openalex.org/W2914257010","https://openalex.org/W2944851425","https://openalex.org/W2964154748","https://openalex.org/W2970009116","https://openalex.org/W2971202597","https://openalex.org/W3003208282","https://openalex.org/W3007466645","https://openalex.org/W3009134255","https://openalex.org/W3046540935","https://openalex.org/W3059040056","https://openalex.org/W3089096094","https://openalex.org/W3090066802","https://openalex.org/W3091351385","https://openalex.org/W3092147726","https://openalex.org/W3096800509","https://openalex.org/W3097935212","https://openalex.org/W3108714991","https://openalex.org/W3111556863","https://openalex.org/W3116253016","https://openalex.org/W3123041312","https://openalex.org/W3126556221","https://openalex.org/W3128187802","https://openalex.org/W3128385249","https://openalex.org/W4248074764","https://openalex.org/W4297809366","https://openalex.org/W4308042003","https://openalex.org/W4309773415","https://openalex.org/W4310648296","https://openalex.org/W4315836294","https://openalex.org/W4321472463","https://openalex.org/W4379116150","https://openalex.org/W6601341176","https://openalex.org/W6636599907","https://openalex.org/W6636867008","https://openalex.org/W6639055396","https://openalex.org/W6664425626","https://openalex.org/W6678147771","https://openalex.org/W6679310741","https://openalex.org/W6726226389","https://openalex.org/W6731714541","https://openalex.org/W6732866065","https://openalex.org/W6738614334","https://openalex.org/W6744382964","https://openalex.org/W6747341658","https://openalex.org/W6766801613","https://openalex.org/W6767156254","https://openalex.org/W6773088912","https://openalex.org/W6783785656","https://openalex.org/W6783901503","https://openalex.org/W6784545311","https://openalex.org/W6789953459","https://openalex.org/W6801470074","https://openalex.org/W6849837847","https://openalex.org/W6852864282"],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W2535098331","https://openalex.org/W3045668461","https://openalex.org/W4255366506","https://openalex.org/W2056250485","https://openalex.org/W2202104725","https://openalex.org/W2885334669","https://openalex.org/W2111856191","https://openalex.org/W4230900947","https://openalex.org/W4290642490"],"abstract_inverted_index":{"With":[0,62],"the":[1,9,34,55,63,66,69,127,180,235],"growing":[2],"demand":[3],"for":[4,241],"data":[5,214],"computation":[6],"and":[7,11,23,58,73,84,94,103,113,125,158,162,179,188,220,243],"communication,":[8],"size":[10],"complexity":[12],"of":[13,42,60,65,71,129,142,149,196,204,225],"communication":[14,29,67,173,190,247],"networks":[15],"have":[16],"grown":[17],"significantly.":[18],"However,":[19],"due":[20],"to":[21,80,98],"hardware":[22],"software":[24],"problems,":[25],"in":[26,45,227,246],"a":[27,46,111,147,217],"large-scale":[28],"network":[30,174,191],"(e.g.,":[31],"telecommunication":[32],"network),":[33],"daily":[35],"alarm":[36,82,86,90,115,123],"events":[37,83,91,124],"are":[38,92],"massive,":[39],"e.g.,":[40],"millions":[41],"alarms":[43,102,161,175,192],"occur":[44],"serious":[47],"failure,":[48],"which":[49,118],"contains":[50],"crucial":[51],"information":[52],"such":[53],"as":[54],"time,":[56],"content,":[57],"device":[59],"exceptions.":[61],"expansion":[64],"network,":[68],"number":[70],"components":[72],"their":[74],"interactions":[75],"become":[76],"more":[77,197,201,239],"complex,":[78],"leading":[79],"numerous":[81],"complex":[85],"propagation.":[87],"Moreover,":[88],"these":[89],"redundant":[93,205],"consume":[95],"much":[96],"effort":[97],"resolve.":[99],"To":[100],"reduce":[101,189],"pinpoint":[104],"root":[105,130,164,228],"causes":[106],"from":[107,176,216],"them,":[108],"we":[109,209],"propose":[110],"data-driven":[112],"unsupervised":[114],"analysis":[116,155,245],"framework,":[117,135],"can":[119,186],"effectively":[120],"compress":[121],"massive":[122],"improve":[126],"efficiency":[128],"cause":[131,165,229],"localization.":[132],"In":[133,207],"our":[134,184],"an":[136,153,194,223],"offline":[137],"learning":[138],"procedure":[139,156],"obtains":[140],"results":[141,181],"association":[143],"reduction":[144],"based":[145,170],"on":[146,171,212],"period":[148],"historical":[150],"alarms.":[151,206],"Then,":[152],"online":[154],"matches":[157],"compresses":[159],"real-time":[160],"generates":[163],"groups.":[166],"The":[167],"evaluation":[168],"is":[169,238],"real":[172],"telecom":[177],"operators,":[178],"show":[182],"that":[183],"method":[185,237],"associate":[187],"with":[193,232],"accuracy":[195,224],"than":[198,202],"91%,":[199],"reducing":[200],"62%":[203],"addition,":[208],"validate":[210],"it":[211,221],"fault":[213],"coming":[215],"microservices":[218],"system,":[219],"achieves":[222],"95%":[226],"location.":[230],"Compared":[231],"existing":[233],"methods,":[234],"proposed":[236],"suitable":[240],"operation":[242],"maintenance":[244],"networks.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}