{"id":"https://openalex.org/W2808043448","doi":null,"title":"IDENTIFYING RECOVERY PATTERNS FROM RESOURCE USAGE DATA OF CLUSTER SYSTEMS","display_name":"IDENTIFYING RECOVERY PATTERNS FROM RESOURCE USAGE DATA OF CLUSTER SYSTEMS","publication_year":2018,"publication_date":"2018-12-30","ids":{"openalex":"https://openalex.org/W2808043448","mag":"2808043448"},"language":"en","primary_location":{"id":"pmh:oai:ojs.scholarlyexchange.org:article/18907","doi":null,"is_oa":true,"landing_page_url":"https://scienceworldjournal.org/article/view/18907","pdf_url":"https://scienceworldjournal.org/article/download/18907/12286","source":{"id":"https://openalex.org/S2764739610","display_name":"Science World Journal","issn_l":"1597-6343","issn":["1597-6343","2756-391X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321518","host_organization_name":"African Journals OnLine","host_organization_lineage":["https://openalex.org/P4310321518"],"host_organization_lineage_names":["African Journals OnLine"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2756-391X","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://scienceworldjournal.org/article/download/18907/12286","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029244502","display_name":"Nentawe Yusuf Gurumdimma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161374704","display_name":"University of Jos","ror":"https://ror.org/009kx9832","country_code":"NG","type":"education","lineage":["https://openalex.org/I161374704"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Nentawe Gurumdimma","raw_affiliation_strings":["Department of Computer Science, University of Jos,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jos,","institution_ids":["https://openalex.org/I161374704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009796951","display_name":"Gideon Dadik Bibu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161374704","display_name":"University of Jos","ror":"https://ror.org/009kx9832","country_code":"NG","type":"education","lineage":["https://openalex.org/I161374704"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Gideon Dadik Bibu","raw_affiliation_strings":["Department of Computer Science, University of Jos- Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jos- Nigeria","institution_ids":["https://openalex.org/I161374704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027681806","display_name":"Desmond Bala Bisandu","orcid":"https://orcid.org/0000-0002-5723-8429","observed_orcids":["https://orcid.org/0000-0002-5723-8429"]},"institutions":[{"id":"https://openalex.org/I161374704","display_name":"University of Jos","ror":"https://ror.org/009kx9832","country_code":"NG","type":"education","lineage":["https://openalex.org/I161374704"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Desmond Bala Bisandu","raw_affiliation_strings":["Department of Computer Science, University of Jos- Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-5723-8429","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jos- Nigeria","institution_ids":["https://openalex.org/I161374704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021048883","display_name":"Mammuan Titus Alams","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161374704","display_name":"University of Jos","ror":"https://ror.org/009kx9832","country_code":"NG","type":"education","lineage":["https://openalex.org/I161374704"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Mammuan Titus Alams","raw_affiliation_strings":["Department of Computer Science, University of Jos- Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jos- Nigeria","institution_ids":["https://openalex.org/I161374704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161374704"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.08249557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"13","issue":"4","first_page":"87","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.7056000232696533,"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":0.7056000232696533,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.2184000015258789,"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":0.02329999953508377,"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/recovery-patterns","display_name":"recovery patterns","score":0.6959999799728394},{"id":"https://openalex.org/keywords/failure-sequence","display_name":"failure sequence","score":0.6679999828338623},{"id":"https://openalex.org/keywords/change-point-detection","display_name":"change point detection","score":0.9359999895095825},{"id":"https://openalex.org/keywords/online-detection","display_name":"online detection","score":0.7490000128746033},{"id":"https://openalex.org/keywords/event-logs","display_name":"event logs","score":0.5759999752044678},{"id":"https://openalex.org/keywords/failure-prediction","display_name":"failure prediction","score":0.5569999814033508},{"id":"https://openalex.org/keywords/false-positive-results","display_name":"false positives","score":0.6549999713897705},{"id":"https://openalex.org/keywords/high-performance-computing-systems","display_name":"high-performance computing systems","score":0.7360000014305115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7463493943214417},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6843651533126831},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.612378716468811},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5677404999732971},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5070135593414307},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.49997925758361816},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.41421395540237427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4133862853050232},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4101756513118744},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32618382573127747},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14821192622184753},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1307862401008606},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:ojs.scholarlyexchange.org:article/18907","doi":null,"is_oa":true,"landing_page_url":"https://scienceworldjournal.org/article/view/18907","pdf_url":"https://scienceworldjournal.org/article/download/18907/12286","source":{"id":"https://openalex.org/S2764739610","display_name":"Science World Journal","issn_l":"1597-6343","issn":["1597-6343","2756-391X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321518","host_organization_name":"African Journals OnLine","host_organization_lineage":["https://openalex.org/P4310321518"],"host_organization_lineage_names":["African Journals OnLine"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2756-391X","raw_type":"info:eu-repo/semantics/article"},{"id":"mag:2808043448","doi":null,"is_oa":true,"landing_page_url":"https://irepos.unijos.edu.ng/jspui/handle/123456789/2819","pdf_url":null,"source":{"id":"https://openalex.org/S2764739610","display_name":"Science World Journal","issn_l":"1597-6343","issn":["1597-6343","2756-391X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321518","host_organization_name":"African Journals OnLine","host_organization_lineage":["https://openalex.org/P4310321518"],"host_organization_lineage_names":["African Journals OnLine"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Science World Journal","raw_type":null}],"best_oa_location":{"id":"pmh:oai:ojs.scholarlyexchange.org:article/18907","doi":null,"is_oa":true,"landing_page_url":"https://scienceworldjournal.org/article/view/18907","pdf_url":"https://scienceworldjournal.org/article/download/18907/12286","source":{"id":"https://openalex.org/S2764739610","display_name":"Science World Journal","issn_l":"1597-6343","issn":["1597-6343","2756-391X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321518","host_organization_name":"African Journals OnLine","host_organization_lineage":["https://openalex.org/P4310321518"],"host_organization_lineage_names":["African Journals OnLine"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2756-391X","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808043448.pdf","grobid_xml":"https://content.openalex.org/works/W2808043448.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W164902916","https://openalex.org/W1995565928","https://openalex.org/W2164210932","https://openalex.org/W2767346922","https://openalex.org/W4249923483"],"related_works":["https://openalex.org/W2612052858","https://openalex.org/W2553287105","https://openalex.org/W2949450620","https://openalex.org/W2154025470","https://openalex.org/W2774144567","https://openalex.org/W1987454953","https://openalex.org/W3013670178","https://openalex.org/W2159963962","https://openalex.org/W7098953236","https://openalex.org/W1589384255"],"abstract_inverted_index":{"Failure":[0],"of":[1,8,28,46,63,121,136],"Cluster":[2],"Systems":[3],"has":[4],"proven":[5],"to":[6,24,33,72,87,97,116,139,152],"be":[7,14],"adverse":[9],"effect":[10],"and":[11,21,59,90,142,166],"it":[12],"can":[13],"costly.":[15],"System":[16,165],"administrators":[17,89],"have":[18],"employed":[19],"divide":[20],"conquer":[22],"approach":[23,130,151,159],"diagnosing":[25],"the":[26,44,47,50,68,153,167],"root-cause":[27],"such":[29,118],"failure":[30,91,124,143],"in":[31,109],"order":[32,115],"take":[34],"corrective":[35],"or":[36,83],"preventive":[37],"measures.":[38],"Most":[39],"times,":[40],"event":[41],"logs":[42],"are":[43,56,102,169],"source":[45],"information":[48],"about":[49],"failures.":[51],"Events":[52],"that":[53,131],"characterized":[54],"failures":[55],"then":[57],"noted":[58],"categorized":[60],"as":[61,75,94,105],"causes":[62],"failure.":[64],"However,":[65],"not":[66],"all":[67],"\u2019causative\u2019":[69],"events":[70,122],"lead":[71],"eventual":[73],"failure,":[74],"some":[76],"faults":[77],"sequence":[78],"experience":[79],"recovery.":[80],"Such":[81],"sequences":[82],"patterns":[84,120],"constitute":[85],"challenge":[86],"system":[88],"prediction":[92],"tools":[93],"they":[95,111],"add":[96],"false":[98],"positives.":[99],"Their":[100],"presence":[101],"always":[103],"predicted":[104],"\u201cfailure":[106],"causing\u201c,":[107],"while":[108],"reality,":[110],"will":[112],"not.":[113],"In":[114],"detect":[117],"recovery":[119,141],"from":[123,162],"patterns,":[125],"we":[126],"proposed":[127],"a":[128],"novel":[129],"utilizes":[132],"resource":[133],"usage":[134],"data":[135,161],"cluster":[137],"systems":[138],"identify":[140],"sequences.":[144],"We":[145,156],"further":[146],"propose":[147],"an":[148],"online":[149],"detection":[150],"same":[154],"problem.":[155],"experiment":[157],"our":[158],"on":[160],"Ranger":[163],"Supercomputer":[164],"results":[168],"positive.":[170]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2018-06-21T00:00:00"}
