{"id":"https://openalex.org/W2024166759","doi":"https://doi.org/10.1145/2063384.2063451","title":"Large scale debugging of parallel tasks with AutomaDeD","display_name":"Large scale debugging of parallel tasks with AutomaDeD","publication_year":2011,"publication_date":"2011-11-08","ids":{"openalex":"https://openalex.org/W2024166759","doi":"https://doi.org/10.1145/2063384.2063451","mag":"2024166759"},"language":"en","primary_location":{"id":"doi:10.1145/2063384.2063451","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063384.2063451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis","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/A5033868370","display_name":"Ignacio Laguna","orcid":"https://orcid.org/0000-0002-9374-4433"},"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":"Ignacio Laguna","raw_affiliation_strings":["Purdue University, West Lafayette, IN","Purdue University, School of Electrical and Computer Engineering, West Lafayette, IN 47907"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University, School of Electrical and Computer Engineering, West Lafayette, IN 47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","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, Computation Directorate, Livermore, CA","Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058719424","display_name":"Bronis R. de Supinski","orcid":"https://orcid.org/0000-0002-0339-1006"},"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":"Bronis R. de Supinski","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550","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, West Lafayette, IN","Purdue University, School of Electrical and Computer Engineering, West Lafayette, IN 47907"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University, School of Electrical and Computer Engineering, West Lafayette, IN 47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111681485","display_name":"Greg Bronevetsky","orcid":null},"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":"Greg Bronevetsky","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072154397","display_name":"Dong H. Anh","orcid":null},"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. Anh","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550","institution_ids":["https://openalex.org/I1282311441"]}]},{"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, Computation Directorate, Livermore, CA","Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057567517","display_name":"Barry Rountree","orcid":"https://orcid.org/0000-0002-0087-4301"},"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":"Barry Rountree","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Computation Directorate, Livermore, CA 94550","institution_ids":["https://openalex.org/I1282311441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5033868370"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":2.5186,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.8972034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9977999925613403,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8852863907814026},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.8733097314834595},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7830815315246582},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5232438445091248},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5153502821922302},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5017125606536865},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4916706681251526},{"id":"https://openalex.org/keywords/pointer","display_name":"Pointer (user interface)","score":0.4512639343738556},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4356675148010254},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34435194730758667},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.25629082322120667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1626744568347931}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8852863907814026},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.8733097314834595},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7830815315246582},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5232438445091248},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5153502821922302},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5017125606536865},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4916706681251526},{"id":"https://openalex.org/C150202949","wikidata":"https://www.wikidata.org/wiki/Q107602","display_name":"Pointer (user interface)","level":2,"score":0.4512639343738556},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4356675148010254},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34435194730758667},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25629082322120667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1626744568347931},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2063384.2063451","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063384.2063451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G1630272381","display_name":null,"funder_award_id":"DEAC52-07NA27344 (LLNL-CONF-486911)","funder_id":"https://openalex.org/F4320338286","funder_display_name":"Lawrence Livermore National Laboratory"}],"funders":[{"id":"https://openalex.org/F4320338286","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W124234637","https://openalex.org/W1489608363","https://openalex.org/W1506806321","https://openalex.org/W1585610988","https://openalex.org/W1663973292","https://openalex.org/W2039789965","https://openalex.org/W2073949144","https://openalex.org/W2102542912","https://openalex.org/W2112121929","https://openalex.org/W2123728588","https://openalex.org/W2127218421","https://openalex.org/W2132148774","https://openalex.org/W2133940115","https://openalex.org/W2149897682","https://openalex.org/W2150593711","https://openalex.org/W2157593310","https://openalex.org/W2166625960","https://openalex.org/W2171371822","https://openalex.org/W2299467264","https://openalex.org/W6605049908","https://openalex.org/W6631615826","https://openalex.org/W6682243771"],"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":{"Developing":[0],"correct":[1],"HPC":[2],"applications":[3],"continues":[4],"to":[5,95,114,154,175],"be":[6],"a":[7,100],"challenge":[8],"as":[9],"the":[10,33,36,41,76,132],"number":[11],"of":[12,35,46,50,56,78,108,177],"cores":[13],"increases":[14],"in":[15,39,91,99,112,186,190],"today's":[16],"largest":[17],"systems.":[18],"Most":[19],"existing":[20],"debugging":[21,79],"techniques":[22,73,153],"perform":[23],"poorly":[24],"at":[25],"large":[26,48,80],"scales":[27,173],"and":[28,53,121,151,160,179],"do":[29],"not":[30],"automatically":[31],"locate":[32],"parts":[34],"parallel":[37,82,116],"application":[38],"which":[40],"error":[42,58,133],"occurs.":[43],"The":[44],"overhead":[45],"collecting":[47],"amounts":[49],"runtime":[51],"information":[52],"an":[54,191],"absence":[55],"scalable":[57,101,148],"detection":[59,134],"algorithms":[60],"generally":[61],"cause":[62],"poor":[63],"scalability.":[64],"In":[65],"this":[66],"work,":[67,89],"we":[68,104,126,146],"present":[69],"novel,":[70],"highly":[71],"efficient":[72],"that":[74,137,171,180],"facilitate":[75],"process":[77],"scale":[81],"applications.":[83],"Our":[84,165],"approach":[85],"extends":[86],"our":[87],"previous":[88],"AutomaDeD,":[90],"three":[92],"major":[93],"areas":[94],"isolate":[96,155],"anomalous":[97,184],"tasks":[98,157,178,185],"manner:":[102],"(i)":[103],"efficiently":[105],"compare":[106],"elements":[107],"graph":[109,129],"models":[110,130,140],"(used":[111],"AutomaDeD":[113,172],"model":[115],"tasks)":[117],"using":[118],"pre-computed":[119],"lookup-tables":[120],"by":[122],"pointer":[123],"comparison;":[124],"(ii)":[125],"compress":[127],"per-task":[128],"before":[131],"analysis":[135],"so":[136],"comparison":[138],"between":[139],"involves":[141],"many":[142],"fewer":[143],"elements;":[144],"(iii)":[145],"use":[147],"sampling-based":[149],"clustering":[150],"nearest-neighbor":[152],"abnormal":[156],"when":[158],"bugs":[159],"performance":[161],"anomalies":[162],"are":[163],"manifested.":[164],"evaluation":[166],"with":[167],"fault":[168],"injections":[169],"shows":[170],"well":[174],"thousands":[176],"it":[181],"can":[182],"find":[183],"under":[187],"5":[188],"seconds":[189],"online":[192],"manner.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"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":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}