{"id":"https://openalex.org/W2774913227","doi":"https://doi.org/10.1145/3147234.3148110","title":"Robust Deadline-Constrained Resource Provisioning and Workflow Scheduling Algorithm for Handling Performance Uncertainty in IaaS Clouds","display_name":"Robust Deadline-Constrained Resource Provisioning and Workflow Scheduling Algorithm for Handling Performance Uncertainty in IaaS Clouds","publication_year":2017,"publication_date":"2017-12-05","ids":{"openalex":"https://openalex.org/W2774913227","doi":"https://doi.org/10.1145/3147234.3148110","mag":"2774913227"},"language":"en","primary_location":{"id":"doi:10.1145/3147234.3148110","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3147234.3148110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the10th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5080123539","display_name":"Bilkisu Larai Muhammad-Bello","orcid":"https://orcid.org/0000-0002-4020-7175"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bilkisu L. Muhammad-Bello","raw_affiliation_strings":["Kumamoto University, Kumamoto, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumamoto University, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010583900","display_name":"Masayoshi Aritsugi","orcid":"https://orcid.org/0000-0003-0861-849X"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masayoshi Aritsugi","raw_affiliation_strings":["Kumamoto University, Kumamoto, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumamoto University, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I96036126"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T10715","display_name":"Distributed and Parallel Computing Systems","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/T11986","display_name":"Scientific Computing and Data Management","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.8493297100067139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.828477144241333},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7629798650741577},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7375674247741699},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.669380247592926},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6363208889961243},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3971376419067383},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.331213116645813},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09917676448822021},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08367809653282166}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8493297100067139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.828477144241333},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7629798650741577},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7375674247741699},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.669380247592926},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6363208889961243},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3971376419067383},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.331213116645813},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09917676448822021},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08367809653282166},{"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:10.1145/3147234.3148110","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3147234.3148110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the10th International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1489751240","https://openalex.org/W1973485348","https://openalex.org/W1987325243","https://openalex.org/W2032728524","https://openalex.org/W2045287414","https://openalex.org/W2057392949","https://openalex.org/W2107903678","https://openalex.org/W2111038936","https://openalex.org/W2124448898","https://openalex.org/W2125262761","https://openalex.org/W2134839139","https://openalex.org/W2149294210","https://openalex.org/W2561316248","https://openalex.org/W2563645571"],"related_works":["https://openalex.org/W2893779165","https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W4244478748","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340"],"abstract_inverted_index":{"Scheduling":[0],"the":[1,21,60,66,73,77,84,110,116,175,178],"execution":[2,81,117],"of":[3,26,79,109,112,153,177,180],"scientific":[4],"applications":[5],"expressed":[6],"as":[7,11,97],"workflows":[8,64,142],"on":[9,174],"Infrastructure":[10],"a":[12,51,98,122],"Service":[13],"(IaaS)":[14],"Clouds":[15],"involves":[16],"many":[17],"uncertainties":[18,30,61,74],"due":[19],"to":[20,134,149,159],"variable":[22],"and":[23,83,156],"unpredictable":[24],"performance":[25],"Cloud":[27,89],"resources.":[28,90],"These":[29],"are":[31,131],"modeled":[32],"by":[33],"probability":[34,124],"distribution":[35,125],"functions":[36],"in":[37,43,62,65,86,151],"past":[38],"researches":[39],"or":[40,127],"totally":[41],"ignored":[42],"some":[44],"cases.":[45],"In":[46,103],"this":[47],"paper,":[48],"we":[49,106],"propose":[50],"novel":[52],"deadline":[53,166],"constrained":[54],"workflow":[55,92],"scheduling":[56,63,93],"algorithm":[57],"which":[58,130],"handles":[59],"IaaS":[67],"Clouds.":[68],"Our":[69],"proposed":[70],"model":[71],"addresses":[72],"related":[75],"to:":[76],"estimation":[78],"task":[80,154],"times,":[82],"delay":[85],"provisioning":[87],"computational":[88],"The":[91],"problem":[94],"is":[95,147,157],"considered":[96],"cost-optimized,":[99],"deadline-constrained":[100],"optimization":[101],"problem.":[102],"our":[104,145],"model,":[105],"consider":[107],"knowledge":[108],"interval":[111,179],"uncertainty":[113],"for":[114],"modeling":[115],"time":[118],"rather":[119],"than":[120],"using":[121],"known":[123],"function":[126],"precise":[128],"estimations":[129],"very":[132],"sensitive":[133],"variations.":[135],"Simulation":[136],"results":[137],"from":[138],"experiments":[139],"with":[140,168],"synthetic":[141],"show":[143],"that":[144,164],"proposal":[146],"robust":[148],"fluctuations":[150],"estimates":[152],"runtimes":[155],"able":[158],"produce":[160],"high":[161],"quality":[162],"schedules":[163],"have":[165],"guarantees":[167],"minimal":[169],"penalty":[170],"cost":[171],"trade-off":[172],"depending":[173],"length":[176],"uncertainty.":[181]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
