{"id":"https://openalex.org/W2005342928","doi":"https://doi.org/10.1109/trustcom.2014.97","title":"Aeromancer: A Workflow Manager for Large-Scale MapReduce-Based Scientific Workflows","display_name":"Aeromancer: A Workflow Manager for Large-Scale MapReduce-Based Scientific Workflows","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2005342928","doi":"https://doi.org/10.1109/trustcom.2014.97","mag":"2005342928"},"language":"en","primary_location":{"id":"doi:10.1109/trustcom.2014.97","is_oa":false,"landing_page_url":"https://doi.org/10.1109/trustcom.2014.97","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications","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/A5044731187","display_name":"Nabeel Mohamed","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nabeel Mohamed","raw_affiliation_strings":["Department of Computer Science, Virginia Tech","[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056340075","display_name":"Nabanita Maji","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nabanita Maji","raw_affiliation_strings":["Department of Computer Science, Virginia Tech","[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033555140","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0002-2624-9029"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["Department of Computer Science, Virginia Tech","[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045012422","display_name":"Nataliya Timoshevskaya","orcid":"https://orcid.org/0000-0002-9775-5877"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nataliya Timoshevskaya","raw_affiliation_strings":["Department of Computer Science, Virginia Tech","[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058539554","display_name":"Wu-chun Feng","orcid":"https://orcid.org/0000-0002-6015-0727"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wu-Chun Feng","raw_affiliation_strings":["Department of Computer Science, Virginia Tech","[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"[Department of Computer Science, Virginia Technology, Blacksburg, VA, USA]","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8823,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84239507,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"739","last_page":"746"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T11937","display_name":"Research Data Management Practices","score":0.9887999892234802,"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":0.9812999963760376,"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":0.8977462649345398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8515167236328125},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8091051578521729},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6900228261947632},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.5765878558158875},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.48435816168785095},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4668213725090027},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4519313871860504},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.43157529830932617},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.4282815158367157},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.36031320691108704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30463528633117676},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1262110471725464}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8977462649345398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8515167236328125},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8091051578521729},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6900228261947632},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.5765878558158875},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.48435816168785095},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4668213725090027},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4519313871860504},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.43157529830932617},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.4282815158367157},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.36031320691108704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30463528633117676},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1262110471725464}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/trustcom.2014.97","is_oa":false,"landing_page_url":"https://doi.org/10.1109/trustcom.2014.97","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W208817500","https://openalex.org/W644483395","https://openalex.org/W1814568923","https://openalex.org/W1983833794","https://openalex.org/W1992510233","https://openalex.org/W2024872854","https://openalex.org/W2038733937","https://openalex.org/W2062393514","https://openalex.org/W2063652569","https://openalex.org/W2134338877","https://openalex.org/W2135277010","https://openalex.org/W2161645441","https://openalex.org/W2163430637","https://openalex.org/W2168103533"],"related_works":["https://openalex.org/W2049143847","https://openalex.org/W2352774566","https://openalex.org/W2356466503","https://openalex.org/W2376671203","https://openalex.org/W2391168633","https://openalex.org/W2385499106","https://openalex.org/W1574425962","https://openalex.org/W2354357087","https://openalex.org/W2387628393","https://openalex.org/W2370201914"],"abstract_inverted_index":{"The":[0,77],"Hadoop":[1],"framework":[2],"has":[3],"gained":[4],"significant":[5],"attention":[6],"from":[7,86],"the":[8,48,120,149,197,204,211],"scientific":[9],"community":[10],"due":[11],"to":[12,15,47,52,89,95,184,202],"its":[13,179],"applicability":[14],"large-scale":[16],"data":[17,61,82],"analysis":[18,23,51,83],"in":[19,31,196],"many":[20],"areas.":[21],"This":[22],"often":[24],"involves":[25],"multiple":[26],"stages":[27,38,64],"of":[28,39,50,75,107,146,152,190,206],"processing,":[29],"which":[30,200],"turn,":[32],"constitutes":[33],"a":[34,40,57,87,96,105,126,191],"workflow.":[35],"While":[36],"some":[37],"workflow":[41,58,128],"are":[42,45],"mandatory,":[43],"others":[44],"subject":[46],"type":[49],"be":[53,67],"done.":[54],"In":[55],"addition,":[56],"may":[59,71],"possess":[60],"dependencies":[62],"between":[63],"that":[65,135],"must":[66],"enforced,":[68],"and":[69,139,158,164,171],"it":[70],"exhibit":[72],"varying":[73],"levels":[74],"sensitivity.":[76],"resources":[78,154],"needed":[79],"for":[80,115,130,173,217],"such":[81,100,104],"can":[84],"range":[85],"laptop":[88],"in-house":[90],"clusters":[91],"(or":[92],"private":[93],"cloud)":[94],"public":[97,159],"cloud.":[98],"Managing":[99],"workflows,":[101],"while":[102],"using":[103],"gamut":[106],"computing":[108,208,215],"resources,":[109,161],"is":[110],"an":[111,144],"unnecessarily":[112],"arduous":[113],"task":[114],"domain":[116],"scientists.":[117],"To":[118,177],"address":[119],"above":[121],"challenges,":[122],"we":[123,181],"present":[124],"Aeromancer,":[125],"feature-rich":[127],"manager":[129],"running":[131,218],"Map":[132],"Reduce-based":[133],"workflows":[134],"utilizes":[136],"both":[137],"client":[138,153],"cloud":[140,160],"resources.":[141],"Aeromancer":[142,183],"offers":[143],"ensemble":[145],"features,":[147],"including":[148,210],"simultaneous":[150],"use":[151],"(e.g.,":[155],"On-premises":[156],"clusters)":[157],"automatic":[162],"data-dependency":[163],"data-transfer":[165],"handling,":[166],"intra-flow,":[167],"on-demand":[168],"cluster":[169],"provisioning,":[170],"support":[172],"directed-acyclic":[174],"graphs":[175],"(DAGs).":[176],"demonstrate":[178],"functionality,":[180],"apply":[182],"several":[185],"bioinformatics":[186],"pipelines,":[187],"as":[188],"part":[189],"\"big":[192],"data\"":[193],"case":[194],"study":[195],"life":[198],"sciences,":[199],"seeks":[201],"increase":[203],"adoption":[205],"hybrid":[207],"environments,":[209],"emerging":[212],"\"client":[213],"cloud\"":[214],"model,":[216],"data-intensive":[219],"workflows.":[220]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}