{"id":"https://openalex.org/W2143303199","doi":"https://doi.org/10.1145/2594291.2594336","title":"Accurate application progress analysis for large-scale parallel debugging","display_name":"Accurate application progress analysis for large-scale parallel debugging","publication_year":2014,"publication_date":"2014-05-13","ids":{"openalex":"https://openalex.org/W2143303199","doi":"https://doi.org/10.1145/2594291.2594336","mag":"2143303199"},"language":"en","primary_location":{"id":"doi:10.1145/2594291.2594336","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2594291.2594336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th ACM SIGPLAN Conference on Programming Language Design and Implementation","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/1134846","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023708568","display_name":"Subrata Mitra","orcid":"https://orcid.org/0000-0003-1391-0102"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Subrata Mitra","raw_affiliation_strings":["Purdue University"],"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033868370","display_name":"Ignacio Laguna","orcid":"https://orcid.org/0000-0002-9374-4433"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ignacio Laguna","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006598908","display_name":"Dong H. Ahn","orcid":"https://orcid.org/0000-0001-6722-0532"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong H. Ahn","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047310442","display_name":"Saurabh Bagchi","orcid":"https://orcid.org/0000-0002-4239-5632"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saurabh Bagchi","raw_affiliation_strings":["Purdue University"],"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045289712","display_name":"Martin Schulz","orcid":"https://orcid.org/0000-0001-9013-435X"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Schulz","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007709486","display_name":"Todd Gamblin","orcid":"https://orcid.org/0000-0002-7857-2805"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd Gamblin","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023708568"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":4.7441,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.95320028,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"193","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994999766349792,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9994000196456909,"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/debugging","display_name":"Debugging","score":0.9480011463165283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8472557067871094},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7342947721481323},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5620978474617004},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.48511064052581787},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.4501965045928955},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4273773431777954},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3329463601112366},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20319876074790955}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.9480011463165283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8472557067871094},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7342947721481323},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5620978474617004},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.48511064052581787},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.4501965045928955},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4273773431777954},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3329463601112366},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20319876074790955},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2594291.2594336","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2594291.2594336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th ACM SIGPLAN Conference on Programming Language Design and Implementation","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1134846","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1134846","pdf_url":"https://www.osti.gov/servlets/purl/1134846","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:1134846","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1134846","pdf_url":"https://www.osti.gov/servlets/purl/1134846","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":[],"awards":[{"id":"https://openalex.org/G3355367070","display_name":null,"funder_award_id":"DEAC52-07NA27344","funder_id":"https://openalex.org/F4320338286","funder_display_name":"Lawrence Livermore National Laboratory"},{"id":"https://openalex.org/G476653367","display_name":null,"funder_award_id":"DEAC52-07NA27344 (LLNL-CONF-646258)","funder_id":"https://openalex.org/F4320338286","funder_display_name":"Lawrence Livermore National Laboratory"},{"id":"https://openalex.org/G8157651756","display_name":null,"funder_award_id":"DEAC52-07NA27344","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8374966015","display_name":null,"funder_award_id":"AC52-07NA27344","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G991281326","display_name":null,"funder_award_id":"AC52-07NA27344","funder_id":"https://openalex.org/F4320338286","funder_display_name":"Lawrence Livermore National Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320338286","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2143303199.pdf","grobid_xml":"https://content.openalex.org/works/W2143303199.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1527417319","https://openalex.org/W1547961650","https://openalex.org/W1578364281","https://openalex.org/W1721908487","https://openalex.org/W1837593827","https://openalex.org/W1948591071","https://openalex.org/W1966982815","https://openalex.org/W1972209410","https://openalex.org/W1983412169","https://openalex.org/W2024166759","https://openalex.org/W2040900440","https://openalex.org/W2049890071","https://openalex.org/W2056400780","https://openalex.org/W2083342911","https://openalex.org/W2101778912","https://openalex.org/W2105691657","https://openalex.org/W2115408363","https://openalex.org/W2116409384","https://openalex.org/W2123728588","https://openalex.org/W2132148774","https://openalex.org/W2145458045","https://openalex.org/W2146412016","https://openalex.org/W2146747981","https://openalex.org/W2149897682","https://openalex.org/W2152419477","https://openalex.org/W2157593310","https://openalex.org/W2159360349","https://openalex.org/W2161694060","https://openalex.org/W2162436812","https://openalex.org/W4240558819","https://openalex.org/W4243796884","https://openalex.org/W4247357110","https://openalex.org/W6683459585"],"related_works":["https://openalex.org/W4321442002","https://openalex.org/W2015265939","https://openalex.org/W2284072287","https://openalex.org/W2611067230","https://openalex.org/W2480201319","https://openalex.org/W2387706296","https://openalex.org/W2155788121","https://openalex.org/W4235469518","https://openalex.org/W362492756","https://openalex.org/W2890345561"],"abstract_inverted_index":{"Debugging":[0],"large-scale":[1],"parallel":[2,10,92],"applications":[3],"is":[4],"challenging.":[5],"In":[6],"most":[7,110],"HPC":[8],"applications,":[9],"tasks":[11,38,93],"progress":[12,75,90],"in":[13,21,135],"a":[14,19,81,132],"coordinated":[15],"fashion,":[16],"and":[17,61,104,112],"thus":[18],"fault":[20,50],"one":[22],"task":[23,47],"can":[24,39],"quickly":[25],"propagate":[26],"to":[27,33,44,73,118],"other":[28],"tasks,":[29],"making":[30],"it":[31,114,128],"difficult":[32],"debug.":[34],"Finding":[35],"the":[36,42,46,49],"least-progressed":[37],"significantly":[40,129],"reduce":[41],"effort":[43],"identify":[45],"where":[48],"originated.":[51],"However,":[52],"existing":[53],"approaches":[54],"for":[55,109],"detecting":[56],"them":[57],"suffer":[58],"low":[59],"accuracy":[60,103],"large":[62,141],"overheads;":[63],"either":[64],"they":[65],"use":[66],"imprecise":[67],"static":[68],"analysis":[69,84],"or":[70],"are":[71,106],"unable":[72],"infer":[74],"dependence":[76],"inside":[77],"loops.":[78],"We":[79],"present":[80],"loop-aware":[82],"progress-dependence":[83],"tool,":[85],"Prodometer,":[86],"which":[87,137],"determines":[88],"relative":[89],"among":[91],"via":[94],"dynamic":[95],"analysis.":[96],"Our":[97],"fault-injection":[98],"experiments":[99],"suggest":[100],"that":[101,113,127],"its":[102],"precision":[105],"over":[107],"90%":[108],"cases":[111],"scales":[115],"well":[116],"up":[117],"16,384":[119],"MPI":[120],"tasks.":[121],"Further,":[122],"our":[123],"case":[124],"study":[125],"shows":[126],"helped":[130],"diagnosing":[131],"perplexing":[133],"error":[134],"MPI,":[136],"only":[138],"manifested":[139],"at":[140],"scale.":[142]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":7}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}