{"id":"https://openalex.org/W2143615005","doi":"https://doi.org/10.1109/cloudcom.2012.6427489","title":"Workflow framework to support data analytics in cloud computing","display_name":"Workflow framework to support data analytics in cloud computing","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2143615005","doi":"https://doi.org/10.1109/cloudcom.2012.6427489","mag":"2143615005"},"language":"en","primary_location":{"id":"doi:10.1109/cloudcom.2012.6427489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudcom.2012.6427489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"4th IEEE International Conference on Cloud Computing Technology and Science Proceedings","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/A5012427484","display_name":"Sivadon Chaisiri","orcid":"https://orcid.org/0000-0002-0827-6808"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Sivadon Chaisiri","raw_affiliation_strings":["Nanyang Technological University, Singapore","Nanyang Technological University (Singapore)"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University (Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109998533","display_name":"Zoebir Bong","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zoebir Bong","raw_affiliation_strings":["Nanyang Technological University, Singapore","Nanyang Technological University (Singapore)"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University (Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045429861","display_name":"Chonho Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chonho Lee","raw_affiliation_strings":["Nanyang Technological University, Singapore","Nanyang Technological University (Singapore)"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University (Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062087243","display_name":"Bu\u2010Sung Lee","orcid":"https://orcid.org/0000-0001-7828-7900"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bu-Sung Lee","raw_affiliation_strings":["Nanyang Technological University, Singapore","Nanyang Technological University (Singapore)"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University (Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057610232","display_name":"Punyapat Sessomboon","orcid":null},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Punyapat Sessomboon","raw_affiliation_strings":["King Mongkut's University of Technology Thonburi, Thailand","King Mongkut\u2019s University of Technology Thonburi  \u2022  Thailand"],"affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology Thonburi, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"King Mongkut\u2019s University of Technology Thonburi  \u2022  Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022300606","display_name":"Tanakrit Saisillapee","orcid":null},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tanakrit Saisillapee","raw_affiliation_strings":["King Mongkut's University of Technology Thonburi, Thailand","King Mongkut\u2019s University of Technology Thonburi  \u2022  Thailand"],"affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology Thonburi, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"King Mongkut\u2019s University of Technology Thonburi  \u2022  Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014448123","display_name":"Tiranee Achalakul","orcid":null},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tiranee Achalakul","raw_affiliation_strings":["King Mongkut's University of Technology Thonburi, Thailand","King Mongkut\u2019s University of Technology Thonburi  \u2022  Thailand"],"affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology Thonburi, Thailand","institution_ids":["https://openalex.org/I60837268"]},{"raw_affiliation_string":"King Mongkut\u2019s University of Technology Thonburi  \u2022  Thailand","institution_ids":["https://openalex.org/I60837268"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012427484"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":4.2633,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94595283,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"29","issue":null,"first_page":"610","last_page":"613"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9986000061035156,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9955999851226807,"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/workflow","display_name":"Workflow","score":0.9119815826416016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8392821550369263},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8161336183547974},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.672805666923523},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.5810349583625793},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.5542301535606384},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.4972522556781769},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.45657941699028015},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.45534002780914307},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4471049904823303},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4123205542564392},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3809741735458374},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3417777419090271},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20212215185165405},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09792256355285645}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9119815826416016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8392821550369263},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8161336183547974},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.672805666923523},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.5810349583625793},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.5542301535606384},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.4972522556781769},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.45657941699028015},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.45534002780914307},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4471049904823303},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4123205542564392},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3809741735458374},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3417777419090271},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20212215185165405},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09792256355285645},{"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":2,"locations":[{"id":"doi:10.1109/cloudcom.2012.6427489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudcom.2012.6427489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"4th IEEE International Conference on Cloud Computing Technology and Science Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/96732","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/96732","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W11244355","https://openalex.org/W1575191627","https://openalex.org/W1598163061","https://openalex.org/W2003067779","https://openalex.org/W2025577327","https://openalex.org/W2035393975","https://openalex.org/W2056441794","https://openalex.org/W2135514714","https://openalex.org/W6600459962","https://openalex.org/W6634750111"],"related_works":["https://openalex.org/W2379425324","https://openalex.org/W2373541195","https://openalex.org/W2376410910","https://openalex.org/W2091596831","https://openalex.org/W2365658322","https://openalex.org/W2352344200","https://openalex.org/W329008868","https://openalex.org/W2367975678","https://openalex.org/W2375552622","https://openalex.org/W2906819665"],"abstract_inverted_index":{"This":[0],"paper":[1],"reports":[2],"on":[3],"the":[4,7,73,79,83,100],"development":[5],"of":[6,34],"Cloud":[8],"Oriented":[9],"Data":[10],"Analytics":[11],"(CODA)":[12],"framework":[13,30],"which":[14,43],"has":[15],"functions":[16],"for":[17,23,38,72],"composing,":[18],"managing,":[19],"and":[20,56,70,93],"processing":[21],"workflows":[22,48,88],"data":[24,39,68],"analytics":[25,40],"in":[26,95,109],"cloud":[27,96],"computing.":[28,97],"The":[29],"provides":[31],"a":[32,106],"number":[33],"reusable":[35],"software":[36],"components":[37],"to":[41],"users":[42],"can":[44,89,104],"be":[45,90],"composed":[46,92],"as":[47],"through":[49],"well-known":[50],"workflow":[51,60,62,74],"composers,":[52],"e.g.,":[53],"RapidMiner,":[54],"Taverna,":[55],"JOpera.":[57],"In":[58],"particular,":[59],"scheduling,":[61],"recommendation,":[63],"resource":[64,66],"provisioning,":[65],"monitoring,":[67],"locality,":[69],"security":[71],"computation":[75],"are":[76],"addressed":[77],"by":[78],"framework.":[80],"By":[81,98],"using":[82],"framework,":[84],"we":[85,103],"demonstrate":[86],"that":[87],"easily":[91],"processed":[94],"coordinating":[99],"submitted":[101],"workflows,":[102],"obtain":[105],"significant":[107],"improvement":[108],"performance.":[110]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}