{"id":"https://openalex.org/W2887322623","doi":"https://doi.org/10.1145/3225058.3225106","title":"Disk Failure Prediction in Data Centers via Online Learning","display_name":"Disk Failure Prediction in Data Centers via Online Learning","publication_year":2018,"publication_date":"2018-08-08","ids":{"openalex":"https://openalex.org/W2887322623","doi":"https://doi.org/10.1145/3225058.3225106","mag":"2887322623"},"language":"en","primary_location":{"id":"doi:10.1145/3225058.3225106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3225058.3225106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International Conference on Parallel Processing","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/A5002146800","display_name":"Jiang Xiao","orcid":"https://orcid.org/0000-0002-4216-0497"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiang Xiao","raw_affiliation_strings":["SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101040317","display_name":"Zhuang Xiong","orcid":"https://orcid.org/0009-0003-8849-5756"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuang Xiong","raw_affiliation_strings":["SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003766128","display_name":"Song Wu","orcid":"https://orcid.org/0000-0001-8690-127X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Wu","raw_affiliation_strings":["SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028134108","display_name":"Yusheng Yi","orcid":"https://orcid.org/0009-0001-4420-4860"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yusheng Yi","raw_affiliation_strings":["SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022262922","display_name":"Hai Jin","orcid":"https://orcid.org/0000-0002-3934-7605"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Jin","raw_affiliation_strings":["SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072821514","display_name":"Kan Hu","orcid":"https://orcid.org/0000-0003-4775-7273"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kan Hu","raw_affiliation_strings":["SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"SCTS/CGCL, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002146800"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":9.5957,"has_fulltext":false,"cited_by_count":97,"citation_normalized_percentile":{"value":0.9829398,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","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/T11181","display_name":"Advanced Data Storage Technologies","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9957000017166138,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9950000047683716,"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":0.7544610500335693},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.5229654908180237},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.47050589323043823},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45468947291374207},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.4372768998146057},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.42839500308036804},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.42664140462875366},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.4214671850204468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3890581727027893},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37781617045402527},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3053990602493286},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.26189446449279785},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1782534122467041},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.12678304314613342}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7544610500335693},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.5229654908180237},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.47050589323043823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45468947291374207},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.4372768998146057},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.42839500308036804},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.42664140462875366},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.4214671850204468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3890581727027893},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37781617045402527},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3053990602493286},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.26189446449279785},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1782534122467041},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12678304314613342},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3225058.3225106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3225058.3225106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International Conference on Parallel Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W98862427","https://openalex.org/W1530427892","https://openalex.org/W1965751562","https://openalex.org/W2002772577","https://openalex.org/W2052643920","https://openalex.org/W2103315535","https://openalex.org/W2114739461","https://openalex.org/W2119381450","https://openalex.org/W2123883612","https://openalex.org/W2125165932","https://openalex.org/W2147853062","https://openalex.org/W2153635508","https://openalex.org/W2161234420","https://openalex.org/W2162152641","https://openalex.org/W2172047636","https://openalex.org/W2319441181","https://openalex.org/W2343239943","https://openalex.org/W2400267228","https://openalex.org/W2490805536","https://openalex.org/W2509298940","https://openalex.org/W2560674852","https://openalex.org/W2565047864","https://openalex.org/W2592989717","https://openalex.org/W2616838521","https://openalex.org/W2740127658","https://openalex.org/W2751343396","https://openalex.org/W2911964244","https://openalex.org/W4244364296","https://openalex.org/W6631781440"],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W4200610016","https://openalex.org/W3045668461","https://openalex.org/W2490884653","https://openalex.org/W4255366506","https://openalex.org/W2183996497","https://openalex.org/W2056250485","https://openalex.org/W129587375","https://openalex.org/W2110363179","https://openalex.org/W167622659"],"abstract_inverted_index":{"Disk":[0],"failure":[1,30],"has":[2],"become":[3],"a":[4,93],"major":[5],"concern":[6],"with":[7],"the":[8,38,41,55,63,73,77,87],"rapid":[9],"expansion":[10],"of":[11,43,58],"storage":[12],"systems":[13],"in":[14,96],"data":[15],"centers.":[16],"Based":[17],"on":[18,46],"SMART":[19,79],"(Self-Monitoring,":[20],"Analysis":[21],"and":[22,49],"Reporting":[23],"Technology)":[24],"attributes,":[25],"many":[26],"researchers":[27],"derive":[28],"disk":[29],"prediction":[31],"models":[32],"using":[33],"machine":[34],"learning":[35],"techniques.":[36],"Despite":[37],"significant":[39],"developments,":[40],"majority":[42],"works":[44],"rely":[45],"offline":[47],"training":[48],"thereby":[50],"hinder":[51],"their":[52],"adaption":[53],"to":[54,71,85,91],"continuous":[56],"update":[57],"forthcoming":[59],"data,":[60],"suffering":[61],"from":[62],"'model":[64,82],"aging'":[65],"problem.":[66],"We":[67],"are":[68],"therefore":[69],"motivated":[70],"uncover":[72],"root":[74],"cause":[75],"--":[76],"dynamic":[78],"distribution":[80],"for":[81],"aging',":[83],"aiming":[84],"resolve":[86],"performance":[88],"degradation":[89],"as":[90],"pave":[92],"comprehensive":[94],"study":[95],"practice.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
