{"id":"https://openalex.org/W3108610641","doi":"https://doi.org/10.1145/3426462.3426465","title":"Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool","display_name":"Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool","publication_year":2020,"publication_date":"2020-11-12","ids":{"openalex":"https://openalex.org/W3108610641","doi":"https://doi.org/10.1145/3426462.3426465","mag":"3108610641"},"language":"en","primary_location":{"id":"doi:10.1145/3426462.3426465","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3426462.3426465","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3426462.3426465","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISAV'20 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":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3426462.3426465","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103279479","display_name":"Christopher Kelly","orcid":"https://orcid.org/0000-0003-3033-1196"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christopher Kelly","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039316020","display_name":"Sungsoo Ha","orcid":"https://orcid.org/0000-0002-5768-0188"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sungsoo Ha","raw_affiliation_strings":["Amazon Web Services"],"affiliations":[{"raw_affiliation_string":"Amazon Web Services","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104385228","display_name":"Kevin Huck","orcid":"https://orcid.org/0000-0001-7064-8417"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kevin Huck","raw_affiliation_strings":["University of Oregon"],"affiliations":[{"raw_affiliation_string":"University of Oregon","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001274809","display_name":"Hubertus J. J. van Dam","orcid":"https://orcid.org/0000-0002-0876-3294"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hubertus Van Dam","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044729983","display_name":"Line Pouchard","orcid":"https://orcid.org/0000-0002-2120-6521"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Line Pouchard","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064377919","display_name":"Gyorgy Matyasfalvi","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gyorgy Matyasfalvi","raw_affiliation_strings":["Princeton University"],"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008622930","display_name":"Li Tang","orcid":"https://orcid.org/0000-0002-7636-0876"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Tang","raw_affiliation_strings":["Los Alamos National Laboratory"],"affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009224085","display_name":"Nicholas D\u2019Imperio","orcid":"https://orcid.org/0000-0001-7610-4023"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas D'Imperio","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103818338","display_name":"Wei Xu","orcid":"https://orcid.org/0009-0007-5367-6732"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048176207","display_name":"Shinjae Yoo","orcid":"https://orcid.org/0000-0003-4378-6448"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shinjae Yoo","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038437071","display_name":"Kerstin Kleese van Dam","orcid":"https://orcid.org/0000-0002-5794-7620"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kerstin Kleese Van Dam","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5103279479"],"corresponding_institution_ids":["https://openalex.org/I200870766"],"apc_list":null,"apc_paid":null,"fwci":1.5418,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84586592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9972000122070312,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9957000017166138,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9921000003814697,"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":0.8289844989776611},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7977638244628906},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7357560396194458},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7033073306083679},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.6076140403747559},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.5227163434028625},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47415536642074585},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44036537408828735},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32848483324050903},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32618194818496704},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.30248627066612244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8289844989776611},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7977638244628906},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7357560396194458},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7033073306083679},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.6076140403747559},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.5227163434028625},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47415536642074585},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44036537408828735},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32848483324050903},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32618194818496704},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.30248627066612244},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3426462.3426465","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3426462.3426465","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3426462.3426465","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISAV'20 In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3426462.3426465","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3426462.3426465","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3426462.3426465","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISAV'20 In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G7530121263","display_name":null,"funder_award_id":"17-SC-20-SC","funder_id":"https://openalex.org/F4320337708","funder_display_name":"Bioenergy Technologies Office"}],"funders":[{"id":"https://openalex.org/F4320337708","display_name":"Bioenergy Technologies Office","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3108610641.pdf","grobid_xml":"https://content.openalex.org/works/W3108610641.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1516293359","https://openalex.org/W1545880915","https://openalex.org/W1559603603","https://openalex.org/W1965092590","https://openalex.org/W1972528414","https://openalex.org/W2053885966","https://openalex.org/W2089111164","https://openalex.org/W2136434791","https://openalex.org/W2149498749","https://openalex.org/W2490366892","https://openalex.org/W2527673777","https://openalex.org/W2794234350","https://openalex.org/W2888693151","https://openalex.org/W2902041647","https://openalex.org/W2956087184"],"related_works":["https://openalex.org/W2375304607","https://openalex.org/W2391168633","https://openalex.org/W2353477037","https://openalex.org/W2385499106","https://openalex.org/W2110462752","https://openalex.org/W1574425962","https://openalex.org/W4310820052","https://openalex.org/W2354357087","https://openalex.org/W2352774566","https://openalex.org/W4243836028"],"abstract_inverted_index":{"Due":[0],"to":[1,11],"the":[2,13,99,106,119],"sheer":[3],"volume":[4],"of":[5,16,101],"data":[6,89],"it":[7],"is":[8,105],"typically":[9],"impractical":[10],"analyze":[12],"detailed":[14],"performance":[15,52,68,82,113],"an":[17],"HPC":[18],"application":[19],"running":[20],"at-scale.":[21],"While":[22],"conventional":[23],"small-scale":[24],"benchmarking":[25],"and":[26,46,59,84,110],"scaling":[27],"studies":[28],"are":[29,91],"often":[30],"sufficient":[31],"for":[32,50],"simple":[33],"applications,":[34],"many":[35],"modern":[36],"workflow-based":[37],"applications":[38],"couple":[39],"multiple":[40],"elements":[41],"with":[42],"competing":[43],"resource":[44],"demands":[45],"complex":[47],"inter-communication":[48],"patterns":[49],"which":[51],"cannot":[53],"easily":[54],"be":[55],"studied":[56],"in":[57,74],"isolation":[58],"at":[60],"small":[61],"scale.":[62],"This":[63],"work":[64],"discusses":[65],"Chimbuko,":[66],"a":[67],"analysis":[69,115],"framework":[70],"that":[71],"provides":[72],"real-time,":[73],"situ":[75],"anomaly":[76],"detection.":[77],"By":[78],"focusing":[79],"specifically":[80],"on":[81,122],"anomalies":[83],"their":[85],"origin":[86],"(aka":[87],"provenance),":[88],"volumes":[90],"dramatically":[92],"reduced":[93],"without":[94],"losing":[95],"necessary":[96],"details.":[97],"To":[98],"best":[100],"our":[102],"knowledge,":[103],"Chimbuko":[104],"first":[107],"online,":[108],"distributed,":[109],"scalable":[111],"workflow-level":[112],"trace":[114],"framework.":[116],"We":[117],"demonstrate":[118],"tool\u2019s":[120],"usefulness":[121],"Oak":[123],"Ridge":[124],"National":[125],"Laboratory\u2019s":[126],"Summit":[127],"system.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}