{"id":"https://openalex.org/W2045367159","doi":"https://doi.org/10.1145/2567634.2567637","title":"Active workflow system for near real-time extreme-scale science","display_name":"Active workflow system for near real-time extreme-scale science","publication_year":2014,"publication_date":"2014-02-16","ids":{"openalex":"https://openalex.org/W2045367159","doi":"https://doi.org/10.1145/2567634.2567637","mag":"2045367159"},"language":"en","primary_location":{"id":"doi:10.1145/2567634.2567637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567634.2567637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first workshop on Parallel programming for analytics applications","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/A5100646518","display_name":"Yanwei Zhang","orcid":"https://orcid.org/0000-0003-0672-2963"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yanwei Zhang","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345219","display_name":"Qing Liu","orcid":"https://orcid.org/0000-0002-7600-7976"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing Liu","raw_affiliation_strings":["Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030373337","display_name":"Scott Klasky","orcid":"https://orcid.org/0000-0003-3559-5772"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Klasky","raw_affiliation_strings":["Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015973975","display_name":"Matthew Wolf","orcid":"https://orcid.org/0000-0002-8393-4436"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Wolf","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111483107","display_name":"Karsten Schwan","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karsten Schwan","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064465394","display_name":"Greg Eisenhauer","orcid":"https://orcid.org/0000-0002-2070-043X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Eisenhauer","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology,Atlanta, GA, USA#TAB#","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054451484","display_name":"Jong Youl Choi","orcid":"https://orcid.org/0000-0002-6459-6152"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jong Choi","raw_affiliation_strings":["Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071286199","display_name":"Norbert Podhorszki","orcid":"https://orcid.org/0000-0001-9647-542X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norbert Podhorszki","raw_affiliation_strings":["Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Scientific Data Group, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100646518"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.8137,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83739504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9990000128746033,"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":0.9990000128746033,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9958999752998352,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9944000244140625,"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":0.7841135859489441},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7503746747970581},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.580778181552887},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.563605010509491},{"id":"https://openalex.org/keywords/real-time-data","display_name":"Real-time data","score":0.5482443571090698},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5122479796409607},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.49686887860298157},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4689868092536926},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4661406874656677},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45399200916290283},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42512246966362},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4249621331691742},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4122549295425415},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28716111183166504},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2248798906803131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1205228865146637},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10952228307723999},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09874829649925232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7841135859489441},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7503746747970581},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.580778181552887},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.563605010509491},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.5482443571090698},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5122479796409607},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.49686887860298157},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4689868092536926},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4661406874656677},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45399200916290283},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42512246966362},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4249621331691742},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4122549295425415},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28716111183166504},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2248798906803131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1205228865146637},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10952228307723999},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09874829649925232},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2567634.2567637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567634.2567637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first workshop on Parallel programming for analytics applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W97793949","https://openalex.org/W137391248","https://openalex.org/W1559781303","https://openalex.org/W1568192366","https://openalex.org/W1692590824","https://openalex.org/W1831560769","https://openalex.org/W1884959966","https://openalex.org/W1990659898","https://openalex.org/W1994014016","https://openalex.org/W2010801412","https://openalex.org/W2015966324","https://openalex.org/W2076992762","https://openalex.org/W2102018241","https://openalex.org/W2115503987","https://openalex.org/W2133059825","https://openalex.org/W2149576945","https://openalex.org/W2156896988","https://openalex.org/W2162957845","https://openalex.org/W6605628968","https://openalex.org/W6633991270","https://openalex.org/W6638614332","https://openalex.org/W6677231548"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W2886490431","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W180351855","https://openalex.org/W2753968464"],"abstract_inverted_index":{"In":[0,27],"recent":[1],"years,":[2],"streaming-based":[3,114],"data":[4,15,39,47,77,85],"processing":[5,82],"has":[6],"been":[7],"gaining":[8],"substantial":[9],"traction":[10],"for":[11,73],"dealing":[12],"with":[13,40,55],"overwhelming":[14],"generated":[16,50],"by":[17],"real-time":[18,58],"applications,":[19],"from":[20],"both":[21],"enterprise":[22],"sources":[23,78],"and":[24,90,106,126,133],"scientific":[25,38],"computing.":[26],"this":[28,74,109,120],"work,":[29],"however,":[30],"we":[31],"look":[32],"at":[33],"an":[34],"emerging":[35],"class":[36,122],"of":[37,76,103,119,123],"Near":[41],"Real-Time":[42],"(NRT)":[43],"requirement,":[44],"in":[45,51],"which":[46],"is":[48,79,87],"typically":[49],"a":[52,68],"bursty":[53],"fashion":[54],"the":[56,81,97,100,117],"near":[57],"constraints":[59],"being":[60],"applied":[61],"primarily":[62],"between":[63],"bursts,":[64],"rather":[65],"than":[66],"within":[67],"stream.":[69],"A":[70],"key":[71],"challenge":[72],"types":[75],"that":[80,128],"time":[83],"per":[84],"element":[86],"not":[88,91],"uniform,":[89],"always":[92],"feasible":[93],"to":[94,112,116],"predict.":[95],"Given":[96],"observations":[98],"on":[99],"increasing":[101],"unpredictability":[102],"compute":[104],"load":[105],"system":[107],"dynamics,":[108],"work":[110],"looks":[111],"adapt":[113],"approach":[115],"context":[118],"new":[121],"large":[124],"experiments":[125],"simulations":[127],"have":[129],"complex":[130],"run-time":[131],"control":[132],"analysis":[134],"issues.":[135]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}