{"id":"https://openalex.org/W4408353882","doi":"https://doi.org/10.1109/icassp49660.2025.10890641","title":"LogSI: A Benchmark for System-Incremental Log Analysis","display_name":"LogSI: A Benchmark for System-Incremental Log Analysis","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408353882","doi":"https://doi.org/10.1109/icassp49660.2025.10890641"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5031068508","display_name":"Mingjie Zhou","orcid":"https://orcid.org/0000-0001-5986-3773"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjie Zhou","raw_affiliation_strings":["Fudan University,School of Computer Science,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,School of Computer Science,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101865874","display_name":"Weidong Yang","orcid":"https://orcid.org/0000-0002-6473-9272"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Yang","raw_affiliation_strings":["Fudan University,School of Computer Science,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,School of Computer Science,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039580875","display_name":"Lipeng Ma","orcid":"https://orcid.org/0000-0001-5974-5988"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lipeng Ma","raw_affiliation_strings":["Fudan University,School of Computer Science,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,School of Computer Science,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103193321","display_name":"Sihang Jiang","orcid":"https://orcid.org/0000-0002-0736-6457"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sihang Jiang","raw_affiliation_strings":["Fudan University,School of Computer Science,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,School of Computer Science,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020681500","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0002-2083-4307"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xu","raw_affiliation_strings":["Donghua University,School of Computer Science and Technology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Donghua University,School of Computer Science and Technology,Shanghai,China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090455375","display_name":"Yanghua Xiao","orcid":"https://orcid.org/0000-0001-8403-9591"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanghua Xiao","raw_affiliation_strings":["Fudan University,School of Computer Science,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,School of Computer Science,Shanghai,China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7378,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78993391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.5740000009536743,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.5740000009536743,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.7597354650497437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6987879276275635},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06347528100013733}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7597354650497437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987879276275635},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06347528100013733},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":39,"referenced_works":["https://openalex.org/W2208211896","https://openalex.org/W2560647685","https://openalex.org/W2754665629","https://openalex.org/W2767094836","https://openalex.org/W2939137134","https://openalex.org/W2963999143","https://openalex.org/W2997666887","https://openalex.org/W3030364939","https://openalex.org/W3089662691","https://openalex.org/W3100214273","https://openalex.org/W3128928262","https://openalex.org/W3136624798","https://openalex.org/W3199174176","https://openalex.org/W3210131940","https://openalex.org/W4205965165","https://openalex.org/W4226128225","https://openalex.org/W4285247752","https://openalex.org/W4285309825","https://openalex.org/W4312238419","https://openalex.org/W4312351187","https://openalex.org/W4319990463","https://openalex.org/W4328028653","https://openalex.org/W4376288669","https://openalex.org/W4384345672","https://openalex.org/W4385312233","https://openalex.org/W4385572072","https://openalex.org/W4387435361","https://openalex.org/W4391579685","https://openalex.org/W6638523607","https://openalex.org/W6741087337","https://openalex.org/W6742852309","https://openalex.org/W6756754374","https://openalex.org/W6757384668","https://openalex.org/W6764900172","https://openalex.org/W6769244778","https://openalex.org/W6798462952","https://openalex.org/W6805727143","https://openalex.org/W6838669176","https://openalex.org/W6849896277"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526"],"abstract_inverted_index":{"Automated":[0],"log":[1,35,62,76],"analysis":[2],"plays":[3],"a":[4,40,67,80],"vital":[5],"role":[6],"in":[7,27,33,60,119],"software":[8],"operations,":[9],"with":[10,70],"deep":[11],"learning":[12,38],"methods":[13,24,59],"demonstrating":[14],"effectiveness":[15],"for":[16,74],"analyzing":[17],"logs":[18,49],"from":[19,50],"individual":[20],"systems.":[21,55],"However,":[22],"existing":[23],"face":[25],"limitations":[26],"efficiency,":[28],"adaptability,":[29],"and":[30,110],"knowledge":[31],"preservation":[32],"system-incremental":[34,61,75],"analysis.":[36,77],"Continual":[37],"offers":[39],"solution":[41],"by":[42],"expanding":[43],"the":[44,51,102],"model\u2019s":[45],"ability":[46],"to":[47],"analyze":[48],"increasing":[52],"number":[53],"of":[54,83,113],"For":[56],"evaluating":[57],"these":[58],"analysis,":[63],"we":[64,96],"introduce":[65],"LogSI,":[66,87],"novel":[68],"benchmark":[69],"four":[71],"essential":[72],"abilities":[73],"We":[78],"perform":[79],"comprehensive":[81],"evaluation":[82],"various":[84],"baselines":[85],"on":[86,101],"examining":[88],"their":[89,106],"robustness":[90],"against":[91],"different":[92],"system":[93],"permutations.":[94],"Additionally,":[95],"conduct":[97],"an":[98],"in-depth":[99],"study":[100],"factors":[103],"that":[104],"influence":[105],"robustness.":[107],"The":[108],"datasets":[109],"source":[111],"code":[112],"this":[114],"paper":[115],"can":[116],"be":[117],"found":[118],"https://github.com/nonauthor/LogSIbenchmark.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
