{"id":"https://openalex.org/W7129019855","doi":"https://doi.org/10.3103/s0146411625701275","title":"Job Failure Prediction and Recommendation System to Prevent Job Failure in Cloud Computing Environment","display_name":"Job Failure Prediction and Recommendation System to Prevent Job Failure in Cloud Computing Environment","publication_year":2025,"publication_date":"2025-12-01","ids":{"openalex":"https://openalex.org/W7129019855","doi":"https://doi.org/10.3103/s0146411625701275"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411625701275","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411625701275","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-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/A5126113669","display_name":"P. Vinothiyalakshmi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P. Vinothiyalakshmi","raw_affiliation_strings":["Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126103270","display_name":"F. Geetha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"F. Geetha","raw_affiliation_strings":["Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126164896","display_name":"B. Abirami","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Abirami","raw_affiliation_strings":["Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126167485","display_name":"S. Bhavya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Bhavya","raw_affiliation_strings":["Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, Tamilnadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5126113669"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87594514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"59","issue":"6","first_page":"733","last_page":"746"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.4896000027656555,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.4896000027656555,"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":0.19339999556541443,"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/T14347","display_name":"Big Data and Digital Economy","score":0.06379999965429306,"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/cloud-computing","display_name":"Cloud computing","score":0.8418999910354614},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5846999883651733},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.5146999955177307},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.504800021648407},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48969998955726624},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.47290000319480896},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4674000144004822},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4609000086784363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8984000086784363},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8418999910354614},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5846999883651733},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5817999839782715},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.5146999955177307},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.504800021648407},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48969998955726624},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.47290000319480896},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4674000144004822},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4609000086784363},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.42669999599456787},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.40939998626708984},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3874000012874603},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.36820000410079956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3513999879360199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34869998693466187},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.33500000834465027},{"id":"https://openalex.org/C120115606","wikidata":"https://www.wikidata.org/wiki/Q5135723","display_name":"Cloud testing","level":4,"score":0.33329999446868896},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.2702000141143799},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2671000063419342},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411625701275","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411625701275","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6005287170410156,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2792986258","https://openalex.org/W3007507671","https://openalex.org/W3013323805","https://openalex.org/W3025035827","https://openalex.org/W3190414341","https://openalex.org/W4296367942","https://openalex.org/W4296448983","https://openalex.org/W4312112698","https://openalex.org/W4319017910","https://openalex.org/W4322765690","https://openalex.org/W4381094055","https://openalex.org/W4390950234"],"related_works":[],"abstract_inverted_index":{"Cloud":[0],"computing":[1,188],"has":[2],"emerged":[3],"as":[4,48],"a":[5,25,89,139],"critical":[6],"technology,":[7],"providing":[8],"unparalleled":[9],"scalability":[10],"and":[11,19,55,67,83,102,136,148,161,182],"flexibility":[12],"for":[13,28,109],"enterprises.":[14],"However,":[15],"ensuring":[16],"the":[17,49,117,119,152,177],"reliability":[18,135],"efficiency":[20],"of":[21,36,77,128,154,179,184],"cloud":[22,41,133,170,187],"services":[23],"remains":[24],"significant":[26],"challenge":[27],"providers.":[29],"This":[30],"paper":[31],"presents":[32],"an":[33],"in-depth":[34],"analysis":[35],"task":[37,64,111,155],"failure":[38,129],"characteristics":[39],"in":[40,186],"environments,":[42],"utilizing":[43],"publicly":[44],"available":[45],"datasets":[46],"such":[47],"Google":[50],"Cluster":[51],"Trace,":[52,54],"Mustang":[53],"LANL":[56],"Trinity":[57],"Trace.":[58],"Through":[59],"comprehensive":[60],"investigation,":[61],"correlations":[62],"between":[63],"termination":[65],"statuses":[66],"various":[68],"factors":[69],"including":[70,97],"CPU":[71],"demand,":[72,74],"memory":[73],"priority,":[75],"number":[76],"nodes,":[78],"tasks":[79,125],"requested,":[80],"class":[81],"level,":[82],"scheduling":[84,149],"level":[85],"are":[86],"uncovered.":[87],"Additionally,":[88],"novel":[90],"framework":[91],"leveraging":[92],"advanced":[93,164],"machine":[94,165],"learning":[95,166],"techniques,":[96],"artificial":[98],"neural":[99,104],"networks":[100,105],"(ANN)":[101],"convolutional":[103],"(CNN),":[106],"is":[107,142],"proposed":[108],"predicting":[110],"failure.":[112],"By":[113],"extracting":[114],"features":[115],"from":[116],"datasets,":[118],"prediction":[120],"model":[121],"aims":[122],"to":[123,144,176],"identify":[124],"at":[126],"risk":[127],"preemptively,":[130],"thereby":[131],"enhancing":[132],"service":[134,185],"performance.":[137],"Furthermore,":[138],"recommendation":[140],"system":[141,159],"developed":[143],"optimize":[145],"resource":[146],"allocation":[147],"decisions,":[150],"mitigating":[151],"impact":[153],"failures":[156],"on":[157],"overall":[158],"throughput":[160],"efficiency.":[162],"Integrating":[163],"methodologies":[167],"with":[168],"real-world":[169],"data,":[171],"this":[172],"study":[173],"contributes":[174],"significantly":[175],"advancement":[178],"fault":[180],"tolerance":[181],"quality":[183],"environments.":[189]},"counts_by_year":[],"updated_date":"2026-02-18T06:20:13.636215","created_date":"2026-02-17T00:00:00"}