{"id":"https://openalex.org/W3042648864","doi":"https://doi.org/10.5220/0009805400430054","title":"Capability-based Scheduling of Scientific Workflows in the Cloud","display_name":"Capability-based Scheduling of Scientific Workflows in the Cloud","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042648864","doi":"https://doi.org/10.5220/0009805400430054","mag":"3042648864"},"language":"en","primary_location":{"id":"doi:10.5220/0009805400430054","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009805400430054","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0009805400430054","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042787920","display_name":"Michel Kr\u00e4mer","orcid":"https://orcid.org/0000-0003-2775-5844"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michel Kr\u00e4mer","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD, Fraunhoferstr. 5, 64283 Darmstadt, Germany, Technical University of Darmstadt, 64289 Darmstadt, Germany, --- Select a Country ---","Technical University of Darmstadt, 64289 Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD, Fraunhoferstr. 5, 64283 Darmstadt, Germany, Technical University of Darmstadt, 64289 Darmstadt, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I3019423309","https://openalex.org/I31512782"]},{"raw_affiliation_string":"Technical University of Darmstadt, 64289 Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042787920"],"corresponding_institution_ids":["https://openalex.org/I3019423309","https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":0.4851,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6781216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9962000250816345,"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":0.7818174362182617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7429074048995972},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7013254761695862},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5138338208198547},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4142776131629944},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.414247065782547},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21582990884780884},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12520736455917358},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0892738401889801},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.0592365562915802}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7818174362182617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429074048995972},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7013254761695862},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5138338208198547},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4142776131629944},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.414247065782547},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21582990884780884},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12520736455917358},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0892738401889801},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0592365562915802}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.5220/0009805400430054","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009805400430054","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-596852","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-596852.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IGD","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/408433","is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/408433","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/501486","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/501486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:125374","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/125374/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.5220/0009805400430054","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009805400430054","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W58198252","https://openalex.org/W1785933978","https://openalex.org/W1903036498","https://openalex.org/W1996533619","https://openalex.org/W2011039300","https://openalex.org/W2057392949","https://openalex.org/W2058791854","https://openalex.org/W2063281062","https://openalex.org/W2078962046","https://openalex.org/W2091257550","https://openalex.org/W2094806030","https://openalex.org/W2097025565","https://openalex.org/W2101651025","https://openalex.org/W2103126020","https://openalex.org/W2118045484","https://openalex.org/W2133573162","https://openalex.org/W2137653635","https://openalex.org/W2145659598","https://openalex.org/W2146438496","https://openalex.org/W2149294210","https://openalex.org/W2157334500","https://openalex.org/W2161645441","https://openalex.org/W2168103533","https://openalex.org/W2189465200","https://openalex.org/W2275530856","https://openalex.org/W2297435753","https://openalex.org/W2346410378","https://openalex.org/W2518053923","https://openalex.org/W2566979091","https://openalex.org/W2605897695","https://openalex.org/W2609265534","https://openalex.org/W2784822088","https://openalex.org/W4252427272"],"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":{"We":[0,148,166],"present":[1,149],"a":[2,8,12,48,105,171],"distributed":[3],"task":[4],"scheduling":[5,121],"algorithm":[6,122,182],"and":[7,56,74,104,142,174,183],"software":[9,89,184],"architecture":[10,90,185],"for":[11,128],"system":[13,194],"executing":[14],"scientific":[15,65],"workflows":[16,66],"in":[17,44,62,79],"the":[18,45,80,129,133,150,163,168,190],"Cloud.":[19],"The":[20],"main":[21],"challenges":[22],"we":[23,155],"address":[24],"are":[25,110],"(i)":[26],"capability-based":[27],"scheduling,":[28],"which":[29,135],"means":[30],"that":[31,115],"individual":[32],"workflow":[33,192],"tasks":[34],"may":[35],"require":[36],"specific":[37],"capabilities":[38],"from":[39],"highly":[40],"heterogeneous":[41],"compute":[42],"machines":[43],"Cloud,":[46,81],"(ii)":[47],"dynamic":[49],"environment":[50],"where":[51],"resources":[52],"can":[53,83,116,140],"be":[54,117],"added":[55],"removed":[57],"on":[58],"demand,":[59],"(iii)":[60],"scalability":[61],"terms":[63],"of":[64,68,70,72,92,136,152,180],"consisting":[67],"hundreds":[69],"thousands":[71],"tasks,":[73],"(iv)":[75],"fault":[76],"tolerance":[77],"because":[78],"faults":[82],"happen":[84],"at":[85],"any":[86],"time.":[87],"Our":[88,120],"consists":[91],"loosely":[93],"coupled":[94],"components":[95],"communicating":[96],"with":[97,170,189],"each":[98],"other":[99],"through":[100],"an":[101],"event":[102],"bus":[103],"shared":[106],"database.":[107],"Workflow":[108],"graphs":[109],"converted":[111],"to":[112,157],"process":[113,130,145],"chains":[114,146],"scheduled":[118],"independently.":[119],"collects":[123],"distinct":[124],"required":[125],"capability":[126],"sets":[127,138],"chains,":[131],"asks":[132],"agents":[134],"these":[137],"they":[139],"manage,":[141],"then":[143],"assigns":[144],"accordingly.":[147],"results":[151],"four":[153],"experiments":[154],"conducted":[156],"evaluate":[158],"if":[159],"our":[160,181],"approach":[161],"meets":[162],"aforementioned":[164],"challenges.":[165],"finish":[167],"paper":[169],"discussion,":[172],"conclusions,":[173],"future":[175],"research":[176],"opportunities.":[177],"An":[178],"implementation":[179],"is":[186],"publicly":[187],"available":[188],"open-source":[191],"management":[193],"\u201cSteep\u201d.":[195]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}