{"id":"https://openalex.org/W2051485593","doi":"https://doi.org/10.1145/2828612.2828619","title":"Enabling Adaptive Scientific Workflows Via Trigger Detection","display_name":"Enabling Adaptive Scientific Workflows Via Trigger Detection","publication_year":2015,"publication_date":"2015-10-27","ids":{"openalex":"https://openalex.org/W2051485593","doi":"https://doi.org/10.1145/2828612.2828619","mag":"2051485593"},"language":"en","primary_location":{"id":"doi:10.1145/2828612.2828619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2828612.2828619","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 In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1306103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081500966","display_name":"Maher Salloum","orcid":"https://orcid.org/0000-0002-4257-7591"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maher Salloum","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035473399","display_name":"Janine Camille Bennett","orcid":null},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janine C. Bennett","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068770852","display_name":"Ali P\u0131nar","orcid":"https://orcid.org/0000-0002-2641-7344"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Pinar","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069968308","display_name":"Ankit Bhagatwala","orcid":null},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankit Bhagatwala","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033429280","display_name":"Jacqueline H. Chen","orcid":"https://orcid.org/0000-0002-9268-0634"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacqueline H. Chen","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA","institution_ids":["https://openalex.org/I192454743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081500966"],"corresponding_institution_ids":["https://openalex.org/I192454743"],"apc_list":null,"apc_paid":null,"fwci":1.6751,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.82504745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10553","display_name":"Combustion and flame dynamics","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10553","display_name":"Combustion and flame dynamics","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.9123226404190063},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7459331750869751},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7424311637878418},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6500410437583923},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6182982325553894},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46917444467544556},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4609544575214386},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13639074563980103},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.108376145362854},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08063867688179016}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9123226404190063},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7459331750869751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7424311637878418},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6500410437583923},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6182982325553894},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46917444467544556},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4609544575214386},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13639074563980103},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.108376145362854},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08063867688179016},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2828612.2828619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2828612.2828619","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 In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1306103","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1306103","pdf_url":"https://www.osti.gov/servlets/purl/1306103","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1306103","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1306103","pdf_url":"https://www.osti.gov/servlets/purl/1306103","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3017597143","display_name":null,"funder_award_id":"DE-AC04-94AL85000","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G3521526233","display_name":null,"funder_award_id":"DE-AC04-94AL8","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5827802491","display_name":null,"funder_award_id":"DE-AC04-94AL85000","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G6871450401","display_name":null,"funder_award_id":"DE-AC04-94AL85000","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"},{"id":"https://openalex.org/G7318852158","display_name":null,"funder_award_id":"AC04-94AL85000","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G7768351324","display_name":null,"funder_award_id":"DE-AC04-94AL850","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G7953487069","display_name":null,"funder_award_id":"DE-AC04-94AL8500","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8247923341","display_name":null,"funder_award_id":"Development (LDRD)","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G8414908677","display_name":null,"funder_award_id":"DE-AC0","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8456466421","display_name":null,"funder_award_id":"AC04-94AL85000","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8564910944","display_name":null,"funder_award_id":"DE-AC04-94AL8500","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338291","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2051485593.pdf","grobid_xml":"https://content.openalex.org/works/W2051485593.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W803215671","https://openalex.org/W824835801","https://openalex.org/W1963835219","https://openalex.org/W1981812667","https://openalex.org/W1988100325","https://openalex.org/W2028705462","https://openalex.org/W2039655098","https://openalex.org/W2042494348","https://openalex.org/W2050134804","https://openalex.org/W2076020133","https://openalex.org/W2088534441","https://openalex.org/W2139635799","https://openalex.org/W2141981986","https://openalex.org/W2964269849","https://openalex.org/W2983836227"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520"],"abstract_inverted_index":{"Next":[0],"generation":[1],"architectures":[2],"necessitate":[3],"a":[4,57,108,151],"shift":[5,27],"away":[6],"from":[7],"traditional":[8],"workflows":[9,31],"in":[10,29,77,106,127,162],"which":[11,78],"the":[12,24,40,49,63,79,93,96,99,102,117,125,128,155,185,192],"simulation":[13,64,105],"state":[14,94,103],"is":[15,43,59],"saved":[16],"at":[17,65],"prescribed":[18],"frequencies":[19],"for":[20,35,198,202],"post-processing":[21],"analysis.":[22],"While":[23],"need":[25],"to":[26,28,73,101,123,144,153,183],"situ":[30],"has":[32],"been":[33,54],"acknowledged":[34],"some":[36],"time,":[37],"much":[38],"of":[39,84,95,104,164,187,194],"current":[41],"research":[42,69],"focused":[44],"on":[45,92,116,138],"static":[46],"workflows,":[47,76],"where":[48],"analysis":[50,118],"that":[51,120,174],"would":[52],"have":[53],"done":[55],"as":[56],"post-process":[58],"performed":[60],"concurrently":[61],"with":[62,179],"user-prescribed":[66],"frequencies.":[67],"Recently,":[68],"efforts":[70],"are":[71,121],"striving":[72],"enable":[74],"adaptive":[75,146],"frequency,":[80],"composition,":[81],"and":[82,86],"execution":[83],"computational":[85],"data":[87],"manipulation":[88],"steps":[89],"dynamically":[90],"depend":[91],"simulation.":[97],"Adapting":[98],"workflow":[100],"such":[107],"data-driven":[109],"fashion":[110],"puts":[111],"extremely":[112],"strict":[113],"efficiency":[114],"requirements":[115],"capabilities":[119],"used":[122,177],"identify":[124],"transitions":[126],"workflow.":[129],"In":[130],"this":[131],"paper":[132],"we":[133,149],"build":[134],"upon":[135],"earlier":[136],"work":[137],"trigger":[139,188],"detection":[140],"using":[141],"sublinear":[142],"techniques":[143],"drive":[145],"workflows.":[147],"Here":[148],"propose":[150],"methodology":[152],"detect":[154],"time":[156],"when":[157],"sudden":[158],"heat":[159,200],"release":[160,201],"occurs":[161],"simulations":[163],"turbulent":[165],"combustion.":[166],"Our":[167],"proposed":[168],"method":[169],"provides":[170],"an":[171],"alternative":[172],"metric":[173,182,196],"can":[175],"be":[176],"along":[178],"our":[180,195],"former":[181],"increase":[184],"robustness":[186],"detection.":[189],"We":[190],"show":[191],"effectiveness":[193],"empirically":[197],"predicting":[199],"two":[203],"use":[204],"cases.":[205]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}