{"id":"https://openalex.org/W2164405010","doi":"https://doi.org/10.1145/1081870.1081972","title":"An integrated framework on mining logs files for computing system management","display_name":"An integrated framework on mining logs files for computing system management","publication_year":2005,"publication_date":"2005-08-21","ids":{"openalex":"https://openalex.org/W2164405010","doi":"https://doi.org/10.1145/1081870.1081972","mag":"2164405010"},"language":"en","primary_location":{"id":"doi:10.1145/1081870.1081972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1081870.1081972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining","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/A5100455259","display_name":"Tao Li","orcid":"https://orcid.org/0000-0001-9277-1539"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tao Li","raw_affiliation_strings":["Florida International University, Miami, FL"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003298449","display_name":"Liang Feng","orcid":"https://orcid.org/0000-0002-6975-2759"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Liang","raw_affiliation_strings":["Duke University, Durham, NC"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100949315","display_name":"Sheng Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheng Ma","raw_affiliation_strings":["IBM T.J. Watson Research Center, Hawthorne, NY"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Hawthorne, NY","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019479187","display_name":"Wei Peng","orcid":"https://orcid.org/0000-0002-2892-5764"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Peng","raw_affiliation_strings":["Florida International University, Miami, FL"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100455259"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":7.2476,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.96715597,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"776","last_page":"781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9970999956130981,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9961000084877014,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9959999918937683,"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":0.8266389966011047},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7038576602935791},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.6605815887451172},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6460027694702148},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5792460441589355},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5528148412704468},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5390791893005371},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4873269498348236},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4486008286476135},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32085084915161133},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.25543051958084106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20259690284729004},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.19665545225143433},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.17119982838630676},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.1169087290763855},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08882653713226318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8266389966011047},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7038576602935791},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.6605815887451172},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6460027694702148},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5792460441589355},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5528148412704468},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5390791893005371},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4873269498348236},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4486008286476135},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32085084915161133},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.25543051958084106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20259690284729004},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.19665545225143433},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.17119982838630676},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.1169087290763855},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08882653713226318},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1081870.1081972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1081870.1081972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W20722260","https://openalex.org/W68126573","https://openalex.org/W136803945","https://openalex.org/W179179905","https://openalex.org/W1491873892","https://openalex.org/W1499478889","https://openalex.org/W1537400602","https://openalex.org/W1550206324","https://openalex.org/W1560061049","https://openalex.org/W1756787319","https://openalex.org/W1979960035","https://openalex.org/W1990911977","https://openalex.org/W2023848271","https://openalex.org/W2118020653","https://openalex.org/W2118166339","https://openalex.org/W2118887058","https://openalex.org/W2121122863","https://openalex.org/W2125838338","https://openalex.org/W2143022286"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2538999372","https://openalex.org/W1583422155","https://openalex.org/W3213252596","https://openalex.org/W1649619740","https://openalex.org/W1534006406"],"abstract_inverted_index":{"Traditional":[0],"approaches":[1],"to":[2,48,85,109,120],"system":[3,72,129],"management":[4],"have":[5],"been":[6,28],"largely":[7],"based":[8],"on":[9,65],"domain":[10,19],"experts":[11],"through":[12],"a":[13,34],"knowledge":[14,20],"acquisition":[15],"process":[16,45],"that":[17],"translates":[18],"into":[21,91],"operating":[22],"rules":[23],"and":[24,31,38,116,122],"policies.":[25],"This":[26],"has":[27],"well":[29],"known":[30],"experienced":[32],"as":[33],"cumbersome,":[35],"labor":[36],"intensive,":[37],"error":[39],"prone":[40],"process.":[41],"In":[42,56,78],"addition,":[43],"this":[44,57],"is":[46],"difficult":[47],"keep":[49],"up":[50],"with":[51],"the":[52,99,111,124],"rapidly":[53],"changing":[54],"environments.":[55],"paper,":[58],"we":[59,80],"will":[60],"describe":[61],"our":[62],"research":[63],"efforts":[64],"establishing":[66],"an":[67],"integrated":[68],"framework":[69],"for":[70,75,128],"mining":[71,83,107],"log":[73,89,103],"files":[74,90],"automatic":[76],"management.":[77,130],"particular,":[79],"apply":[81],"text":[82],"techniques":[84,108],"categorize":[86],"messages":[87],"in":[88],"common":[92],"situations,":[93],"improve":[94],"categorization":[95],"accuracy":[96],"by":[97],"considering":[98],"temporal":[100,106,126],"characteristics":[101],"of":[102],"messages,":[104],"develop":[105],"discover":[110],"relationships":[112],"between":[113],"different":[114],"events,":[115],"utilize":[117],"visualization":[118],"tools":[119],"evaluate":[121],"validate":[123],"interesting":[125],"patterns":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}