{"id":"https://openalex.org/W3000876080","doi":"https://doi.org/10.1109/tpds.2020.2967662","title":"Simplified Workflow Simulation on Clouds based on Computation and Communication Noisiness","display_name":"Simplified Workflow Simulation on Clouds based on Computation and Communication Noisiness","publication_year":2020,"publication_date":"2020-01-21","ids":{"openalex":"https://openalex.org/W3000876080","doi":"https://doi.org/10.1109/tpds.2020.2967662","mag":"3000876080"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2020.2967662","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpds.2020.2967662","pdf_url":"https://ieeexplore.ieee.org/ielx7/71/9003718/08964294.pdf","source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/71/9003718/08964294.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033348105","display_name":"Roland Math\u00e1","orcid":"https://orcid.org/0000-0001-5165-2576"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]},{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Roland Math\u00e1","raw_affiliation_strings":["Institute of Computer Science, University of Innsbruck, Innsbruck, Austria","Institute of Information Technology, University of Klagenfurt, Klagenfurt, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"Institute of Information Technology, University of Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020080393","display_name":"Sasko Ristov","orcid":"https://orcid.org/0000-0003-1996-0098"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sasko Ristov","raw_affiliation_strings":["Institute of Computer Science, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000119692","display_name":"Thomas Fahringer","orcid":"https://orcid.org/0000-0003-4293-1228"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thomas Fahringer","raw_affiliation_strings":["Institute of Computer Science, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050009901","display_name":"Radu Prodan","orcid":"https://orcid.org/0000-0002-8247-5426"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT","PK"],"is_corresponding":false,"raw_author_name":"Radu Prodan","raw_affiliation_strings":["Institute of Information Technology, University of Klagenfurt, Klagenfurt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Klagenfurt, Klagenfurt","institution_ids":["https://openalex.org/I4210166741","https://openalex.org/I1323252656"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033348105"],"corresponding_institution_ids":["https://openalex.org/I190249584","https://openalex.org/I4210166741"],"apc_list":null,"apc_paid":null,"fwci":3.0631,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92767359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"31","issue":"7","first_page":"1559","last_page":"1574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9922000169754028,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8544809818267822},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7989364862442017},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6421355605125427},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6394368410110474},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.549042820930481},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5285434126853943},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.523949146270752},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4458935558795929},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4227175712585449},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3488110601902008},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17520087957382202},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11892491579055786},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08735206723213196},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08115041255950928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8544809818267822},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7989364862442017},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6421355605125427},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6394368410110474},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.549042820930481},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5285434126853943},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.523949146270752},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4458935558795929},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4227175712585449},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3488110601902008},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17520087957382202},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11892491579055786},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08735206723213196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08115041255950928},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpds.2020.2967662","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpds.2020.2967662","pdf_url":"https://ieeexplore.ieee.org/ielx7/71/9003718/08964294.pdf","source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},{"id":"pmh:oai:dnet:earchivo____::a9b32f7082c1000c119fbd5df6c484b1","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/30260","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tpds.2020.2967662","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpds.2020.2967662","pdf_url":"https://ieeexplore.ieee.org/ielx7/71/9003718/08964294.pdf","source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G636568045","display_name":null,"funder_award_id":"801091","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000876080.pdf","grobid_xml":"https://content.openalex.org/works/W3000876080.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1502457617","https://openalex.org/W1514075446","https://openalex.org/W1575758330","https://openalex.org/W1646816738","https://openalex.org/W1851913932","https://openalex.org/W1901616594","https://openalex.org/W1918699760","https://openalex.org/W2000899545","https://openalex.org/W2013050450","https://openalex.org/W2020278075","https://openalex.org/W2033587324","https://openalex.org/W2043284050","https://openalex.org/W2045287414","https://openalex.org/W2051385358","https://openalex.org/W2058791854","https://openalex.org/W2091765165","https://openalex.org/W2104171511","https://openalex.org/W2124448898","https://openalex.org/W2141782735","https://openalex.org/W2163349370","https://openalex.org/W2169247023","https://openalex.org/W2213810837","https://openalex.org/W2219413783","https://openalex.org/W2258784112","https://openalex.org/W2483629505","https://openalex.org/W2561316248","https://openalex.org/W2571928150","https://openalex.org/W2609380779","https://openalex.org/W2741933858","https://openalex.org/W2747362881","https://openalex.org/W2758863493","https://openalex.org/W4247053599","https://openalex.org/W4289294433","https://openalex.org/W6638791504","https://openalex.org/W6639942755","https://openalex.org/W6681160990"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W4223488648","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W4205786897"],"abstract_inverted_index":{"Many":[0],"researchers":[1,55],"rely":[2],"on":[3,12,164],"simulations":[4,143],"to":[5,24,152,183],"analyze":[6],"and":[7,20,33,70,79,104],"validate":[8],"their":[9],"researched":[10],"methods":[11],"Cloud":[13,28,96,178],"infrastructures.":[14],"However,":[15],"determining":[16],"relevant":[17],"simulation":[18,46,136,158,179],"parameters":[19,131],"correctly":[21],"instantiating":[22],"them":[23],"match":[25],"the":[26,58,66,71,94,102,117,129,147,157],"real":[27],"performance":[29,97],"is":[30,62,120],"a":[31,89,109,123,134],"difficult":[32],"costly":[34],"operation,":[35],"as":[36,65],"minor":[37],"configuration":[38,59,130],"changes":[39],"can":[40,56,138],"easily":[41],"generate":[42],"an":[43],"unreliable":[44],"inaccurate":[45,64],"result.":[47],"Using":[48],"legacy":[49],"values":[50],"experimentally":[51],"determined":[52,107,132],"by":[53,98,108,150,160],"other":[54,142,175],"reduce":[57],"costs,":[60],"but":[61],"still":[63],"underlying":[67],"public":[68],"Clouds":[69],"number":[72],"of":[73,112],"active":[74],"tenants":[75],"are":[76],"highly":[77],"different":[78],"dynamic":[80,95,177],"in":[81,101],"time.":[82],"To":[83],"overcome":[84],"these":[85],"deficiencies,":[86],"we":[87],"propose":[88],"novel":[90,172],"model":[91,173],"that":[92,128,170],"simulates":[93],"introducing":[99],"noise":[100],"computation":[103],"communication":[105],"tasks,":[106],"small":[110],"set":[111],"runtime":[113],"execution":[114],"data.":[115],"Although":[116],"estimating":[118],"method":[119],"apparently":[121],"costly,":[122],"comprehensive":[124],"sensitivity":[125],"analysis":[126],"shows":[127,169],"for":[133,141],"certain":[135],"setup":[137],"be":[139],"used":[140],"too,":[144],"thereby":[145],"reducing":[146],"tuning":[148],"cost":[149],"up":[151,182],"82.46":[153],"percent,":[154],"while":[155],"declining":[156],"accuracy":[159],"only":[161],"1.98":[162],"percent":[163,185],"average.":[165],"Extensive":[166],"evaluation":[167],"also":[168],"our":[171],"outperforms":[174],"state-of-the-art":[176],"models,":[180],"leading":[181],"22":[184],"lower":[186],"makespan":[187],"inaccuracy.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}