{"id":"https://openalex.org/W2008243529","doi":"https://doi.org/10.1109/netsys.2015.7089072","title":"A cost efficient scheduling strategy to guarantee probabilistic workflow deadlines","display_name":"A cost efficient scheduling strategy to guarantee probabilistic workflow deadlines","publication_year":2015,"publication_date":"2015-03-01","ids":{"openalex":"https://openalex.org/W2008243529","doi":"https://doi.org/10.1109/netsys.2015.7089072","mag":"2008243529"},"language":"en","primary_location":{"id":"doi:10.1109/netsys.2015.7089072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/netsys.2015.7089072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference and Workshops on Networked Systems (NetSys)","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/A5026267087","display_name":"Thomas Bach","orcid":"https://orcid.org/0000-0002-9993-2814"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas Bach","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]"],"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101888904","display_name":"Muhammad Adnan Tariq","orcid":"https://orcid.org/0000-0003-3852-2480"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Muhammad Adnan Tariq","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]"],"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025082646","display_name":"Boris Koldehofe","orcid":"https://orcid.org/0000-0002-1588-2056"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Koldehofe","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]"],"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001242671","display_name":"Kurt Rothermel","orcid":"https://orcid.org/0000-0001-8986-8241"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kurt Rothermel","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]"],"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"[Institute for Parallel and Distributed Systems, University of Stuttgart, Germany]","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026267087"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":1.5991,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85622887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.841116189956665},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7855188250541687},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6698190569877625},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.663830041885376},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5364521145820618},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.5074121356010437},{"id":"https://openalex.org/keywords/services-computing","display_name":"Services computing","score":0.42186883091926575},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24749654531478882},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.1805705726146698},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08247673511505127}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.841116189956665},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7855188250541687},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6698190569877625},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.663830041885376},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5364521145820618},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.5074121356010437},{"id":"https://openalex.org/C542858634","wikidata":"https://www.wikidata.org/wiki/Q7455845","display_name":"Services computing","level":3,"score":0.42186883091926575},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24749654531478882},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.1805705726146698},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08247673511505127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/netsys.2015.7089072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/netsys.2015.7089072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference and Workshops on Networked Systems (NetSys)","raw_type":"proceedings-article"},{"id":"pmh:oai:informatik.uni-stuttgart.de:INPROC-2015-05","is_oa":false,"landing_page_url":"http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2015-05&engl=1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401306","display_name":"Fachbereich Informatik (University of Stuttgart)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100066346","host_organization_name":"University of Stuttgart","host_organization_lineage":["https://openalex.org/I100066346"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n            In: Proceedings of the International Conference on Networked\\n            Systems, pp. 1-8\\n          ","raw_type":"Text"},{"id":"pmh:rug:oai:pure.rug.nl:publications/fe59fa40-ae49-4851-9c0a-6d30bdf19000","is_oa":false,"landing_page_url":"https://research.rug.nl/en/publications/fe59fa40-ae49-4851-9c0a-6d30bdf19000","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the International Conference on Networked Systems (NetSys)","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W155137199","https://openalex.org/W1493781716","https://openalex.org/W1503091156","https://openalex.org/W1555128409","https://openalex.org/W1601925768","https://openalex.org/W2003498824","https://openalex.org/W2060017308","https://openalex.org/W2073178357","https://openalex.org/W2096380633","https://openalex.org/W2099892674","https://openalex.org/W2107276343","https://openalex.org/W2114209105","https://openalex.org/W2114504293","https://openalex.org/W2114623221","https://openalex.org/W2123899238","https://openalex.org/W2135382995","https://openalex.org/W2145775155","https://openalex.org/W2150101372","https://openalex.org/W2167617636","https://openalex.org/W2169970157","https://openalex.org/W2226088473","https://openalex.org/W6629416277","https://openalex.org/W6665889318","https://openalex.org/W6678650973"],"related_works":["https://openalex.org/W2375304607","https://openalex.org/W2391168633","https://openalex.org/W2035995658","https://openalex.org/W2353477037","https://openalex.org/W1574425962","https://openalex.org/W2385499106","https://openalex.org/W2354357087","https://openalex.org/W2352774566","https://openalex.org/W4243836028","https://openalex.org/W2376671203"],"abstract_inverted_index":{"Today,":[0],"workflows":[1,79],"are":[2],"widely":[3],"used":[4,39],"to":[5,13,16,40,49,71,88,94,105,115,135,142,161,166],"model":[6,17],"business":[7],"processes.":[8],"A":[9,84],"recent":[10],"trend":[11],"is":[12,64,69,87],"use":[14],"them":[15],"applications":[18],"in":[19,92],"heterogeneous,":[20],"large-scale":[21],"distributed":[22],"systems.":[23],"In":[24,118],"such":[25,82],"systems,":[26],"many,":[27],"possibly":[28],"mobile,":[29],"providers":[30],"offer":[31],"independent":[32,137],"and":[33,54,75,107,128],"interchangeable":[34],"services":[35,63,91,113,138],"that":[36,152],"can":[37,102],"be":[38,116],"satisfy":[41],"the":[42,58,73,96,123,156],"different":[43],"activities":[44],"of":[45,61,78,98,131],"a":[46],"workflow.":[47],"Due":[48],"varying":[50],"server":[51],"loads,":[52],"failures,":[53],"changing":[55],"network":[56],"characteristics,":[57],"response":[59],"time":[60,141],"these":[62],"highly":[65],"volatile.":[66],"Thus,":[67],"it":[68,164],"hard":[70],"ensure":[72,143],"timely":[74,144],"reliable":[76],"execution":[77,146,157],"depending":[80],"on":[81],"services.":[83,132],"common":[85],"approach":[86,154],"invoke":[89,136],"several":[90],"parallel":[93,127],"increase":[95],"probability":[97],"success.":[99],"This,":[100],"however,":[101],"easily":[103],"lead":[104],"overprovisioning":[106],"high":[108],"cost":[109,158],"when":[110],"needlessly":[111],"invoked":[112],"have":[114],"compensated.":[117],"this":[119],"paper,":[120],"we":[121],"investigate":[122],"search":[124],"space":[125],"between":[126],"sequential":[129],"invocation":[130],"We":[133],"propose":[134],"staggered":[139],"over":[140],"workflow":[145],"at":[147],"minimal":[148],"cost.":[149],"Evaluations":[150],"show":[151],"our":[153],"reduces":[155],"by":[159],"up":[160],"85%":[162],"while":[163],"guarantees":[165],"fulfill":[167],"activity":[168],"deadlines":[169],"with":[170],"99.9":[171],"%":[172],"probability.":[173]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}