{"id":"https://openalex.org/W4383890187","doi":"https://doi.org/10.1109/tsc.2023.3293890","title":"LogKG: Log Failure Diagnosis Through Knowledge Graph","display_name":"LogKG: Log Failure Diagnosis Through Knowledge Graph","publication_year":2023,"publication_date":"2023-07-11","ids":{"openalex":"https://openalex.org/W4383890187","doi":"https://doi.org/10.1109/tsc.2023.3293890"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2023.3293890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2023.3293890","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","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/A5041756873","display_name":"Yicheng Sui","orcid":"https://orcid.org/0000-0001-9763-7435"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yicheng Sui","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-9763-7435","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727266","display_name":"Yuzhe Zhang","orcid":"https://orcid.org/0009-0009-0753-1318"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhe Zhang","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China","Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0009-0753-1318","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716195","display_name":"Jianjun Sun","orcid":"https://orcid.org/0009-0006-1579-8846"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Sun","raw_affiliation_strings":["China Mobile Communications Corporation, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-1579-8846","affiliations":[{"raw_affiliation_string":"China Mobile Communications Corporation, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100728474","display_name":"Ting Xu","orcid":"https://orcid.org/0000-0001-6586-1117"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Xu","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-6586-1117","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072210083","display_name":"Shenglin Zhang","orcid":"https://orcid.org/0000-0003-0330-0028"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210164952","display_name":"Tianjin haihe hospital","ror":"https://ror.org/05m762q77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164952"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglin Zhang","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China","Haihe Laboratory of Information Technology Application Innovation (HL-IT), Tianjin, China","Key Laboratory of Data and Intelligent System Security, Ministry of Education, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-0330-0028","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Haihe Laboratory of Information Technology Application Innovation (HL-IT), Tianjin, China","institution_ids":["https://openalex.org/I4210164952"]},{"raw_affiliation_string":"Key Laboratory of Data and Intelligent System Security, Ministry of Education, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013595762","display_name":"Zhengdan Li","orcid":"https://orcid.org/0009-0004-9409-9909"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengdan Li","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0004-9409-9909","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027731066","display_name":"Yongqian Sun","orcid":"https://orcid.org/0000-0003-0266-7899"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqian Sun","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-0266-7899","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052409500","display_name":"Fangrui Guo","orcid":"https://orcid.org/0009-0008-0165-2701"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fangrui Guo","raw_affiliation_strings":["Accumulus Technology (China) Company, Ltd., Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0008-0165-2701","affiliations":[{"raw_affiliation_string":"Accumulus Technology (China) Company, Ltd., Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101437247","display_name":"Junyu Shen","orcid":"https://orcid.org/0000-0002-9880-5493"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyu Shen","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-9880-5493","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657058","display_name":"Yuzhi Zhang","orcid":"https://orcid.org/0000-0002-6729-925X"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210164952","display_name":"Tianjin haihe hospital","ror":"https://ror.org/05m762q77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164952"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhi Zhang","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China","Nankai University, Tianjin, China","Haihe Laboratory of Information Technology Application Innovation (HL-IT), Tianjin, China","Key Laboratory of Data and Intelligent System Security, Ministry of Education, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6729-925X","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Haihe Laboratory of Information Technology Application Innovation (HL-IT), Tianjin, China","institution_ids":["https://openalex.org/I4210164952"]},{"raw_affiliation_string":"Key Laboratory of Data and Intelligent System Security, Ministry of Education, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046419834","display_name":"Dan Pei","orcid":"https://orcid.org/0000-0002-5113-838X"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Pei","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5113-838X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101470756","display_name":"Xiao Yang","orcid":"https://orcid.org/0009-0001-8677-2962"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Yang","raw_affiliation_strings":["China Mobile Communications Corporation, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-8677-2962","affiliations":[{"raw_affiliation_string":"China Mobile Communications Corporation, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053169627","display_name":"Li Yu","orcid":"https://orcid.org/0009-0006-2152-0234"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Yu","raw_affiliation_strings":["China Mobile Communications Corporation, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-2152-0234","affiliations":[{"raw_affiliation_string":"China Mobile Communications Corporation, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2475,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94633206,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"16","issue":"5","first_page":"3493","last_page":"3507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9797000288963318,"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":0.961899995803833,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8019230961799622},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5525298118591309},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5374740958213806},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.526472806930542},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5055723190307617},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47914761304855347},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.454692542552948},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.43943512439727783},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4106028079986572},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2720130383968353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.238043874502182},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1545182466506958},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11926138401031494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8019230961799622},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5525298118591309},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5374740958213806},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.526472806930542},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5055723190307617},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47914761304855347},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.454692542552948},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.43943512439727783},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4106028079986572},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2720130383968353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.238043874502182},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1545182466506958},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11926138401031494},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2023.3293890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2023.3293890","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2934107797","display_name":null,"funder_award_id":"62072264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5091378764","display_name":null,"funder_award_id":"21JCQNJC00180","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G8260126168","display_name":null,"funder_award_id":"62272249","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/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W218702423","https://openalex.org/W1533230146","https://openalex.org/W1614298861","https://openalex.org/W2059730875","https://openalex.org/W2073587810","https://openalex.org/W2123442489","https://openalex.org/W2158703410","https://openalex.org/W2160642098","https://openalex.org/W2249791145","https://openalex.org/W2250539671","https://openalex.org/W2250724656","https://openalex.org/W2401686019","https://openalex.org/W2413458763","https://openalex.org/W2595918108","https://openalex.org/W2754665629","https://openalex.org/W2755402962","https://openalex.org/W2759136286","https://openalex.org/W2767094836","https://openalex.org/W2798734500","https://openalex.org/W2883560233","https://openalex.org/W2886783363","https://openalex.org/W2896457183","https://openalex.org/W2899083685","https://openalex.org/W2916796104","https://openalex.org/W2947815220","https://openalex.org/W2952594430","https://openalex.org/W2962622685","https://openalex.org/W2965838158","https://openalex.org/W2970641574","https://openalex.org/W2971315908","https://openalex.org/W2986944522","https://openalex.org/W2998908795","https://openalex.org/W3021393704","https://openalex.org/W3093789214","https://openalex.org/W3095840026","https://openalex.org/W3101654741","https://openalex.org/W3111851097","https://openalex.org/W3117426595","https://openalex.org/W3139856449","https://openalex.org/W3156850293","https://openalex.org/W3164039816","https://openalex.org/W3175225269","https://openalex.org/W3183619936","https://openalex.org/W3195057108","https://openalex.org/W3208988339","https://openalex.org/W4206911067","https://openalex.org/W4211008139","https://openalex.org/W4221079409","https://openalex.org/W4231934124","https://openalex.org/W6608344535","https://openalex.org/W6629638141","https://openalex.org/W6631964550","https://openalex.org/W6633680793","https://openalex.org/W6636510571","https://openalex.org/W6678830454","https://openalex.org/W6755207826","https://openalex.org/W6758075616"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"Logs":[0],"are":[1],"one":[2],"of":[3,13,39,66,136,172],"the":[4,10,36,45,84,89,104,108,129,134,156,168],"most":[5],"valuable":[6],"data":[7],"to":[8,43,76,102,127],"describe":[9],"running":[11],"state":[12],"services.":[14],"Failure":[15],"diagnosis":[16,31,125],"through":[17,83],"logs":[18,75],"is":[19],"crucial":[20],"for":[21,58],"service":[22],"reliability":[23],"and":[24,72,80,121,143,170],"security.":[25],"The":[26],"current":[27],"automatic":[28],"log":[29,98,141,146],"failure":[30,115,119,124],"methods":[32],"cannot":[33],"fully":[34,69,87],"use":[35,88],"multiple":[37],"fields":[38],"logs,":[40],"which":[41],"fail":[42],"capture":[44],"relation":[46],"between":[47],"them.":[48],"In":[49],"this":[50],"article,":[51],"we":[52,94,166],"propose":[53,95],"LogKG,":[54],"a":[55,96,123,139,144,159],"new":[56],"framework":[57],"diagnosing":[59],"failures":[60],"based":[61],"on":[62,138],"knowledge":[63],"graphs":[64],"(KG)":[65],"logs.":[67],"LogKG":[68,112,137],"extracts":[70],"entities":[71],"relations":[73,82],"from":[74],"mine":[77],"multi-field":[78],"information":[79,90],"their":[81],"KG.":[85],"To":[86],"represented":[91],"by":[92],"KG,":[93],"failure-oriented":[97],"representation":[99],"(FOLR)":[100],"method":[101],"extract":[103],"failure-related":[105],"patterns.":[106],"Utilizing":[107],"OPTICS":[109],"clustering":[110],"method,":[111],"aggregates":[113],"historical":[114],"cases,":[116,120],"labels":[117],"typical":[118],"trains":[122],"model":[126],"identify":[128],"root":[130],"cause.":[131],"We":[132],"evaluate":[133],"effectiveness":[135],"real-world":[140],"dataset":[142],"public":[145],"dataset,":[147],"respectively,":[148],"showing":[149],"that":[150],"it":[151],"outperforms":[152],"existing":[153],"methods.":[154],"With":[155],"deployment":[157],"in":[158],"top-tier":[160],"global":[161],"Internet":[162],"Service":[163],"Provider":[164],"(ISP),":[165],"demonstrate":[167],"performance":[169],"practicability":[171],"LogKG.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}