{"id":"https://openalex.org/W3138006684","doi":"https://doi.org/10.1109/bigdata50022.2020.9378352","title":"Effectively Using Remote I/O For Work Composition in Distributed Workflows","display_name":"Effectively Using Remote I/O For Work Composition in Distributed Workflows","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3138006684","doi":"https://doi.org/10.1109/bigdata50022.2020.9378352","mag":"3138006684"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9378352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","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/A5055293202","display_name":"Ryan Friese","orcid":"https://orcid.org/0000-0002-4121-2195"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan D. Friese","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065055260","display_name":"Burcu O. Mutlu","orcid":"https://orcid.org/0000-0001-9615-4351"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Burcu O. Mutlu","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047746050","display_name":"Nathan R. Tallent","orcid":"https://orcid.org/0000-0003-4297-3057"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan R. Tallent","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030783218","display_name":"Joshua Suetterlein","orcid":"https://orcid.org/0000-0003-0871-3307"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Suetterlein","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058626636","display_name":"J. Strube","orcid":"https://orcid.org/0000-0001-7470-9301"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan Strube","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055293202"],"corresponding_institution_ids":["https://openalex.org/I142606810"],"apc_list":null,"apc_paid":null,"fwci":0.8312,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86778404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"426","last_page":"433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9991000294685364,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9944999814033508,"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/workflow","display_name":"Workflow","score":0.9014129638671875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8191887140274048},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7083630561828613},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6369245052337646},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5932843685150146},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5085271596908569},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4926303029060364},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.41433316469192505},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.41409480571746826},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1178460419178009}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9014129638671875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8191887140274048},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7083630561828613},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6369245052337646},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5932843685150146},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5085271596908569},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4926303029060364},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41433316469192505},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.41409480571746826},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1178460419178009},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9378352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1555993967","https://openalex.org/W1961332808","https://openalex.org/W1986421100","https://openalex.org/W2004010764","https://openalex.org/W2014431146","https://openalex.org/W2021171338","https://openalex.org/W2025088419","https://openalex.org/W2028408259","https://openalex.org/W2032930624","https://openalex.org/W2039546699","https://openalex.org/W2042494348","https://openalex.org/W2064254674","https://openalex.org/W2077579791","https://openalex.org/W2078962046","https://openalex.org/W2104993419","https://openalex.org/W2105676388","https://openalex.org/W2123805106","https://openalex.org/W2124995848","https://openalex.org/W2129183345","https://openalex.org/W2155072926","https://openalex.org/W2167208373","https://openalex.org/W2412848782","https://openalex.org/W2546629842","https://openalex.org/W2562901785","https://openalex.org/W2739870291","https://openalex.org/W2769738407","https://openalex.org/W2770717594","https://openalex.org/W2799060872","https://openalex.org/W2899109257","https://openalex.org/W2943761765","https://openalex.org/W2962936279","https://openalex.org/W2967060868","https://openalex.org/W2974893049","https://openalex.org/W3006727560","https://openalex.org/W3098677532","https://openalex.org/W3104388511","https://openalex.org/W3148640261","https://openalex.org/W4230811558","https://openalex.org/W4231645643","https://openalex.org/W4249806163","https://openalex.org/W6651333511","https://openalex.org/W6676035723","https://openalex.org/W6678461538"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2086519370","https://openalex.org/W2087343574"],"abstract_inverted_index":{"Distributed":[0],"scientific":[1],"workflows":[2],"are":[3],"becoming":[4],"more":[5],"important":[6],"with":[7,47,94],"the":[8,42,89],"interest":[9],"in":[10,102],"incorporating":[11],"AI":[12],"into":[13],"their":[14],"loops.":[15],"A":[16],"critical":[17],"programming":[18],"and":[19,77,108],"performance":[20,54,96],"question":[21],"is":[22,30,45,115],"how":[23],"to":[24,117],"compose":[25],"workflow":[26,60],"tasks":[27],"when":[28],"data":[29,78,105],"produced":[31],"on":[32,39],"one":[33],"system":[34],"but":[35],"must":[36],"be":[37],"consumed":[38],"another.":[40],"Since":[41],"dominant":[43],"technique":[44],"composition":[46],"remote":[48,69],"I/O,":[49,70],"this":[50],"paper":[51],"explores":[52],"its":[53],"expectations.":[55],"We":[56,87,99],"describe":[57],"BigFlowSim,":[58,81],"a":[59,84,95,119],"I/O":[61],"simulator":[62],"that":[63],"captures":[64],"key":[65],"implementation":[66],"choices":[67],"for":[68],"including":[71],"intensity,":[72],"reuse,":[73],"locality,":[74],"access":[75],"pattern,":[76],"movement.":[79],"With":[80],"we":[82],"generate":[83],"synthetic":[85],"benchmark.":[86],"quantify":[88],"effects":[90],"of":[91,104],"each":[92],"parameter":[93],"sensitivity":[97],"study.":[98],"explain":[100],"trends":[101],"terms":[103],"movement":[106],"reduction":[107],"show":[109],"that,":[110],"under":[111],"certain":[112],"conditions,":[113],"it":[114],"possible":[116],"establish":[118],"total":[120],"order":[121],"among":[122],"most":[123],"parameters.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}