{"id":"https://openalex.org/W3110634154","doi":"https://doi.org/10.1145/3415958.3433082","title":"Scalable Execution of Big Data Workflows using Software Containers","display_name":"Scalable Execution of Big Data Workflows using Software Containers","publication_year":2020,"publication_date":"2020-11-02","ids":{"openalex":"https://openalex.org/W3110634154","doi":"https://doi.org/10.1145/3415958.3433082","mag":"3110634154"},"language":"en","primary_location":{"id":"doi:10.1145/3415958.3433082","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3415958.3433082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Management of Digital EcoSystems","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/A5077802545","display_name":"Yared Dejene Dessalk","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Yared Dejene Dessalk","raw_affiliation_strings":["KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064116719","display_name":"Nikolay Nikolov","orcid":"https://orcid.org/0000-0003-3266-0751"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Nikolay Nikolov","raw_affiliation_strings":["SINTEF AS, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"SINTEF AS, Oslo, Norway","institution_ids":["https://openalex.org/I173888879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056152467","display_name":"Mihhail Matskin","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mihhail Matskin","raw_affiliation_strings":["KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012429784","display_name":"Ahmet Soylu","orcid":"https://orcid.org/0000-0001-6034-4137"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ahmet Soylu","raw_affiliation_strings":["SINTEF AS, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"SINTEF AS, Oslo, Norway","institution_ids":["https://openalex.org/I173888879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016864296","display_name":"Dumitru Roman","orcid":"https://orcid.org/0000-0001-6397-3705"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Dumitru Roman","raw_affiliation_strings":["SINTEF AS, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"SINTEF AS, Oslo, Norway","institution_ids":["https://openalex.org/I173888879"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077802545"],"corresponding_institution_ids":["https://openalex.org/I86987016"],"apc_list":null,"apc_paid":null,"fwci":3.325,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94150788,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"76","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9988999962806702,"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":0.9983999729156494,"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":0.9976000189781189,"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":0.8329840302467346},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7025115489959717},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.696967601776123},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5596498847007751},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5015907287597656},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4063081443309784},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.39748838543891907},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.385195791721344},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3669053614139557},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2903337776660919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8329840302467346},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7025115489959717},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.696967601776123},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5596498847007751},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5015907287597656},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4063081443309784},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39748838543891907},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.385195791721344},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3669053614139557},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2903337776660919}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3415958.3433082","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3415958.3433082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Management of Digital EcoSystems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G5980781711","display_name":null,"funder_award_id":"780247","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W172513418","https://openalex.org/W1538060644","https://openalex.org/W1560090038","https://openalex.org/W1971419818","https://openalex.org/W1983650735","https://openalex.org/W2014596857","https://openalex.org/W2432712990","https://openalex.org/W2530682269","https://openalex.org/W2726369860","https://openalex.org/W2766830306","https://openalex.org/W2916636053","https://openalex.org/W2956750883"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W1981780420"],"abstract_inverted_index":{"Big":[0,39,65,115,144],"Data":[1,40,66,116,145],"processing":[2],"involves":[3],"handling":[4],"large":[5],"and":[6,13,60,77],"complex":[7],"data":[8,27],"sets,":[9],"incorporating":[10],"different":[11],"tools":[12,139],"frameworks":[14],"as":[15,17,38],"well":[16],"other":[18],"processes":[19],"that":[20,101,129],"help":[21],"organisations":[22],"make":[23],"sense":[24],"of":[25,34,45,48,63,73,99,106,114,124,130,135,143],"their":[26],"collected":[28],"from":[29],"various":[30],"sources.":[31],"This":[32],"set":[33,98],"operations,":[35],"referred":[36],"to":[37,81],"workflows,":[41],"require":[42],"taking":[43],"advantage":[44],"the":[46,58,71,103,107,111,136,141],"elasticity":[47],"cloud":[49],"infrastructures":[50],"for":[51,110],"scalability.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56,119],"present":[57,120],"design":[59],"prototype":[61],"implementation":[62],"a":[64,92,97,121],"workflow":[67,85],"approach":[68,88,109,127],"based":[69],"on":[70],"use":[72,93],"software":[74],"container":[75],"technologies":[76],"message-oriented":[78],"middleware":[79],"(MOM)":[80],"enable":[82],"highly":[83],"scalable":[84,112],"execution.":[86],"The":[87],"is":[89],"demonstrated":[90],"in":[91,140],"case":[94],"together":[95],"with":[96,128],"experiments":[100],"demonstrate":[102],"practical":[104],"applicability":[105],"proposed":[108,126],"execution":[113],"workflows.":[117,146],"Furthermore,":[118],"scalability":[122],"comparison":[123],"our":[125],"Argo":[131],"Workflows":[132],"-":[133],"one":[134],"most":[137],"prominent":[138],"area":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
