{"id":"https://openalex.org/W4293113360","doi":"https://doi.org/10.1145/3503823.3503876","title":"Bin Packing Heuristics for the Multiple Workflow Scheduling Problem","display_name":"Bin Packing Heuristics for the Multiple Workflow Scheduling Problem","publication_year":2021,"publication_date":"2021-11-26","ids":{"openalex":"https://openalex.org/W4293113360","doi":"https://doi.org/10.1145/3503823.3503876"},"language":"en","primary_location":{"id":"doi:10.1145/3503823.3503876","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503823.3503876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"25th Pan-Hellenic Conference on Informatics","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/A5109059312","display_name":"Nikos Pappas","orcid":null},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Pappas","raw_affiliation_strings":["Computer Science and Telecommunications, University of Thessaly, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Telecommunications, University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010993415","display_name":"Panagiotis Oikonomou","orcid":"https://orcid.org/0000-0002-5564-2591"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis Oikonomou","raw_affiliation_strings":["Computer Science and Telecommunications, University of Thessaly, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Telecommunications, University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059860750","display_name":"Nikos Tziritas","orcid":"https://orcid.org/0000-0002-2091-2037"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Tziritas","raw_affiliation_strings":["Computer Science and Telecommunications, University of Thessaly, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Telecommunications, University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018495830","display_name":"Kostas Kolomvatsos","orcid":"https://orcid.org/0000-0002-9442-3340"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostas Kolomvatsos","raw_affiliation_strings":["Computer Science and Telecommunications, University of Thessaly, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Telecommunications, University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048435911","display_name":"Thanasis Loukopoulos","orcid":"https://orcid.org/0000-0002-9701-5932"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Thanasis Loukopoulos","raw_affiliation_strings":["Computer Science and Biomedical Informatics, University of Thessaly, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Biomedical Informatics, University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145722265"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9993000030517578,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9993000030517578,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9937000274658203,"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/bin-packing-problem","display_name":"Bin packing problem","score":0.8645094037055969},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7670118808746338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.693708062171936},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.49259597063064575},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.43352657556533813},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4227336347103119},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37834739685058594},{"id":"https://openalex.org/keywords/bin","display_name":"Bin","score":0.362812876701355},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34959477186203003},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24137461185455322},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21899199485778809},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1967737376689911},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1474098563194275}],"concepts":[{"id":"https://openalex.org/C87219788","wikidata":"https://www.wikidata.org/wiki/Q814581","display_name":"Bin packing problem","level":3,"score":0.8645094037055969},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7670118808746338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.693708062171936},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.49259597063064575},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.43352657556533813},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4227336347103119},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37834739685058594},{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.362812876701355},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34959477186203003},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24137461185455322},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21899199485778809},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1967737376689911},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1474098563194275}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3503823.3503876","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503823.3503876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"25th Pan-Hellenic Conference on Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lib.uth.gr:11615/77916","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/77916","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM International Conference Proceeding Series","raw_type":"conferenceItem"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1922045932","https://openalex.org/W1936679285","https://openalex.org/W2019456514","https://openalex.org/W2034008996","https://openalex.org/W2057108708","https://openalex.org/W2078962046","https://openalex.org/W2097911714","https://openalex.org/W2109488193","https://openalex.org/W2114834523","https://openalex.org/W2149294210","https://openalex.org/W2158296221","https://openalex.org/W2561389184","https://openalex.org/W2891171233","https://openalex.org/W2949138149","https://openalex.org/W3134161800"],"related_works":["https://openalex.org/W2797538013","https://openalex.org/W2026961896","https://openalex.org/W173368591","https://openalex.org/W2034272113","https://openalex.org/W2138242427","https://openalex.org/W2104955674","https://openalex.org/W4288260564","https://openalex.org/W2068892231","https://openalex.org/W2096053066","https://openalex.org/W2001915926"],"abstract_inverted_index":{"In":[0,58],"the":[1,54,68,77,93,98,103,107,112,116,122,125,159],"multiple":[2,80],"workflow":[3,102,117,130,153],"scheduling":[4,43,65,85],"problem":[5],"a":[6,63],"set":[7],"of":[8,45,56,79,97,124,161],"workflows":[9],"has":[10],"to":[11,91,149],"be":[12],"scheduled":[13],"concurrently":[14],"onto":[15],"system\u2019s":[16],"available":[17],"resources.":[18],"Workflows":[19],"exhibit":[20],"different":[21,34,135,152,156],"characteristics":[22,154],"e.g.,":[23],"topological":[24],"structure,":[25],"size":[26],"and":[27,87],"computation-communication":[28],"demands":[29],"while":[30,151],"they":[31],"can":[32],"have":[33],"or":[35],"conflicting":[36],"optimization":[37],"goals.":[38],"The":[39],"above":[40],"results":[41],"in":[42,49,118],"decisions":[44],"high":[46],"complexity":[47],"which":[48],"turn":[50],"may":[51],"adversely":[52],"affect":[53],"quality":[55],"solutions.":[57],"this":[59],"paper":[60],"we":[61],"present":[62],"fast":[64],"algorithm":[66,127],"(i.e.,":[67],"Multiple":[69],"Workflow":[70],"Complementary":[71],"Packing":[72,89],"algorithm,":[73],"MWCP":[74,82],"algorithm)":[75],"for":[76],"management":[78],"workflows.":[81,99],"combines":[83],"list":[84],"methodologies":[86],"Bin":[88],"techniques":[90],"minimize":[92],"overall":[94],"execution":[95],"time":[96],"For":[100],"each":[101],"scheduler":[104],"decides":[105],"on":[106,158],"best":[108],"policy":[109],"considering":[110],"only":[111],"information":[113],"provided":[114],"by":[115],"question.":[119],"We":[120],"evaluate":[121],"performance":[123,142,160],"proposed":[126],"using":[128],"real":[129],"applications":[131],"being":[132],"tested":[133],"under":[134],"system":[136],"heterogeneity":[137],"levels.":[138],"Results":[139],"indicate":[140],"that":[141],"gains":[143],"over":[144],"existing":[145],"studies":[146],"are":[147],"up":[148],"9%":[150],"reveal":[155],"trade-offs":[157],"MWCP.":[162]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2022-08-26T00:00:00"}