{"id":"https://openalex.org/W2740196207","doi":"https://doi.org/10.1145/3092697","title":"Data-Driven Techniques in Computing System Management","display_name":"Data-Driven Techniques in Computing System Management","publication_year":2017,"publication_date":"2017-07-27","ids":{"openalex":"https://openalex.org/W2740196207","doi":"https://doi.org/10.1145/3092697","mag":"2740196207"},"language":"en","primary_location":{"id":"doi:10.1145/3092697","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3092697","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3092697","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3092697","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":["Nanjing University of Posts and Telecommunications 8 Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications 8 Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011977282","display_name":"Chunqiu Zeng","orcid":"https://orcid.org/0000-0003-3279-5023"},"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":"Chunqiu Zeng","raw_affiliation_strings":["Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083167041","display_name":"Yexi Jiang","orcid":null},"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":"Yexi Jiang","raw_affiliation_strings":["Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045683930","display_name":"Wubai Zhou","orcid":null},"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":"Wubai Zhou","raw_affiliation_strings":["Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023697287","display_name":"Liang Tang","orcid":"https://orcid.org/0000-0002-5988-8660"},"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":"Liang Tang","raw_affiliation_strings":["Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067065264","display_name":"Zheng Liu","orcid":"https://orcid.org/0000-0001-5391-1105"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Liu","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102997457","display_name":"Yue Huang","orcid":"https://orcid.org/0009-0001-6506-481X"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Huang","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100455259"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":3.5003,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.93622751,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"50","issue":"3","first_page":"1","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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":0.9995999932289124,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9988999962806702,"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":0.9918000102043152,"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":0.8794201612472534},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.6665133237838745},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.6589682698249817},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5754221081733704},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5414748787879944},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.48237553238868713},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.47995856404304504},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.4674317240715027},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4476109743118286},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37775719165802},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32436245679855347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16971245408058167}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8794201612472534},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.6665133237838745},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.6589682698249817},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5754221081733704},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5414748787879944},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48237553238868713},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47995856404304504},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.4674317240715027},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4476109743118286},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37775719165802},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32436245679855347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16971245408058167},{"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/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3092697","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3092697","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3092697","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3092697","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3092697","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3092697","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1409184776","display_name":null,"funder_award_id":"CNS-1126619","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2176184727","display_name":null,"funder_award_id":"91646116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3599018571","display_name":"MRI: Development of an Integrated, Geospatial Analytics Research Instrument","funder_award_id":"1126619","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4644686196","display_name":"BDD: Data-Driven Critical Information Exchange in Disaster Affected Public-Private Networks","funder_award_id":"1461926","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6894402473","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7136505888","display_name":null,"funder_award_id":"IIS-1213026, CNS-1126619 and CNS-1461926","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7958244375","display_name":"III: Large: Collaborative Research: Moving Objects Databases for Exploration of Virtual and Real Environments","funder_award_id":"1213026","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8101227142","display_name":null,"funder_award_id":"IIS-121302","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2740196207.pdf","grobid_xml":"https://content.openalex.org/works/W2740196207.grobid-xml"},"referenced_works_count":137,"referenced_works":["https://openalex.org/W136803945","https://openalex.org/W151863654","https://openalex.org/W164902916","https://openalex.org/W187138455","https://openalex.org/W188289891","https://openalex.org/W281139126","https://openalex.org/W319452042","https://openalex.org/W1491873892","https://openalex.org/W1499478889","https://openalex.org/W1513580948","https://openalex.org/W1521478692","https://openalex.org/W1530137050","https://openalex.org/W1548986531","https://openalex.org/W1565377632","https://openalex.org/W1569729202","https://openalex.org/W1573592400","https://openalex.org/W1573613494","https://openalex.org/W1603761866","https://openalex.org/W1608194207","https://openalex.org/W1715661474","https://openalex.org/W1785351345","https://openalex.org/W1831068561","https://openalex.org/W1832221731","https://openalex.org/W1892468891","https://openalex.org/W1893836341","https://openalex.org/W1901980408","https://openalex.org/W1924374923","https://openalex.org/W1955571710","https://openalex.org/W1956559956","https://openalex.org/W1965555277","https://openalex.org/W1971206108","https://openalex.org/W1973026225","https://openalex.org/W1979464422","https://openalex.org/W1980305094","https://openalex.org/W1985716338","https://openalex.org/W1987431925","https://openalex.org/W1990800901","https://openalex.org/W1990911977","https://openalex.org/W2000473687","https://openalex.org/W2002678744","https://openalex.org/W2018720926","https://openalex.org/W2023848271","https://openalex.org/W2023987238","https://openalex.org/W2025605164","https://openalex.org/W2031915852","https://openalex.org/W2035264666","https://openalex.org/W2039118598","https://openalex.org/W2043009158","https://openalex.org/W2047106425","https://openalex.org/W2051292379","https://openalex.org/W2051368025","https://openalex.org/W2057311210","https://openalex.org/W2057991616","https://openalex.org/W2058148593","https://openalex.org/W2065132390","https://openalex.org/W2068383400","https://openalex.org/W2073684309","https://openalex.org/W2076529558","https://openalex.org/W2080320419","https://openalex.org/W2086626648","https://openalex.org/W2091137515","https://openalex.org/W2091429683","https://openalex.org/W2096121981","https://openalex.org/W2097403040","https://openalex.org/W2100169722","https://openalex.org/W2102098892","https://openalex.org/W2105126945","https://openalex.org/W2108072252","https://openalex.org/W2112307926","https://openalex.org/W2114433479","https://openalex.org/W2115056012","https://openalex.org/W2115364986","https://openalex.org/W2116029313","https://openalex.org/W2118887058","https://openalex.org/W2119343774","https://openalex.org/W2119370347","https://openalex.org/W2119404840","https://openalex.org/W2121122863","https://openalex.org/W2121337044","https://openalex.org/W2125288949","https://openalex.org/W2128629010","https://openalex.org/W2128633097","https://openalex.org/W2130296213","https://openalex.org/W2136159049","https://openalex.org/W2139865081","https://openalex.org/W2143010077","https://openalex.org/W2146057175","https://openalex.org/W2147694185","https://openalex.org/W2149558335","https://openalex.org/W2152024263","https://openalex.org/W2153337629","https://openalex.org/W2153470728","https://openalex.org/W2153567088","https://openalex.org/W2153982189","https://openalex.org/W2156026066","https://openalex.org/W2157192195","https://openalex.org/W2158169396","https://openalex.org/W2158454296","https://openalex.org/W2158531932","https://openalex.org/W2162974036","https://openalex.org/W2163257064","https://openalex.org/W2164124992","https://openalex.org/W2164405010","https://openalex.org/W2165629317","https://openalex.org/W2166559705","https://openalex.org/W2169071224","https://openalex.org/W2169953282","https://openalex.org/W2172249709","https://openalex.org/W2186779230","https://openalex.org/W2241862190","https://openalex.org/W2276814210","https://openalex.org/W2288115222","https://openalex.org/W2301492101","https://openalex.org/W2321567440","https://openalex.org/W2325227998","https://openalex.org/W2358698356","https://openalex.org/W2400964651","https://openalex.org/W2466891977","https://openalex.org/W2510595143","https://openalex.org/W2512366057","https://openalex.org/W2587809441","https://openalex.org/W2590116776","https://openalex.org/W2744561214","https://openalex.org/W2756210460","https://openalex.org/W2782868325","https://openalex.org/W2799087070","https://openalex.org/W2914932700","https://openalex.org/W2916040175","https://openalex.org/W2997167919","https://openalex.org/W3123545922","https://openalex.org/W3141060861","https://openalex.org/W3150565720","https://openalex.org/W4213245422","https://openalex.org/W4232753567","https://openalex.org/W4285719527","https://openalex.org/W4288598360","https://openalex.org/W6631844422"],"related_works":["https://openalex.org/W2169628522","https://openalex.org/W4252527915","https://openalex.org/W2409287660","https://openalex.org/W1607805252","https://openalex.org/W2397597979","https://openalex.org/W2799235612","https://openalex.org/W4308672222","https://openalex.org/W1835640443","https://openalex.org/W413387906","https://openalex.org/W2072592647"],"abstract_inverted_index":{"Modern":[0],"forms":[1],"of":[2,14,52,87],"computing":[3,61,123],"systems":[4,31],"are":[5,42],"becoming":[6],"progressively":[7],"more":[8],"complex,":[9],"with":[10,57],"an":[11],"increasing":[12],"number":[13],"heterogeneous":[15],"hardware":[16],"and":[17,32,39,55,90,95,101],"software":[18],"components.":[19],"As":[20],"a":[21,50,58,116],"result,":[22],"it":[23],"is":[24],"quite":[25],"challenging":[26],"to":[27],"manage":[28],"these":[29],"complex":[30],"meet":[33],"the":[34,66,91],"requirements":[35],"in":[36,107,122],"manageability,":[37],"dependability,":[38],"performance":[40],"that":[41,74],"demanded":[43],"by":[44],"enterprise":[45],"customers.":[46],"This":[47],"survey":[48,67,113],"presents":[49],"variety":[51],"data-driven":[53,102,120],"techniques":[54,121],"applications":[56],"focus":[59],"on":[60],"system":[62,108,124],"management.":[63,109,125],"In":[64],"particular,":[65],"introduces":[68],"intelligent":[69],"methods":[70,100],"for":[71,104,119],"event":[72,88,98],"generation":[73],"can":[75],"transform":[76],"diverse":[77],"log":[78],"data":[79],"sources":[80],"into":[81],"structured":[82],"events,":[83],"reviews":[84],"different":[85],"types":[86],"patterns":[89],"corresponding":[92],"event-mining":[93],"techniques,":[94],"summarizes":[96],"various":[97],"summarization":[99],"approaches":[103],"problem":[105],"diagnosis":[106],"We":[110],"hope":[111],"this":[112],"will":[114],"provide":[115],"good":[117],"overview":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}