{"id":"https://openalex.org/W2063739722","doi":"https://doi.org/10.1109/srds.2013.21","title":"Automatic Problem Localization via Multi-dimensional Metric Profiling","display_name":"Automatic Problem Localization via Multi-dimensional Metric Profiling","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2063739722","doi":"https://doi.org/10.1109/srds.2013.21","mag":"2063739722"},"language":"en","primary_location":{"id":"doi:10.1109/srds.2013.21","doi":"https://doi.org/10.1109/srds.2013.21","is_oa":false,"landing_page_url":"https://doi.org/10.1109/srds.2013.21","pdf_url":null,"source":{"id":"https://openalex.org/S4210201925","display_name":"IEEE Symposium on Reliable Distributed Systems (SRDS)","issn_l":"1060-9857","issn":["1060-9857","2575-8462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 32nd International Symposium on Reliable Distributed Systems","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digital.library.unt.edu/ark:/67531/metadc863939/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033868370","display_name":"Ignacio Laguna","orcid":"https://orcid.org/0000-0002-9374-4433","observed_orcids":["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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Subrata Mitra","orcid":null,"observed_orcids":[]},"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":"Subrata Mitra","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043472115","display_name":"Fahad A. Arshad","orcid":null,"observed_orcids":[]},"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":"Fahad A. Arshad","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070708809","display_name":"Nawanol Theera-Ampornpunt","orcid":"https://orcid.org/0000-0002-7594-8061","observed_orcids":["https://orcid.org/0000-0002-7594-8061"]},"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":"Nawanol Theera-Ampornpunt","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052656417","display_name":"Zongyang Zhu","orcid":null,"observed_orcids":[]},"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":"Zongyang Zhu","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047310442","display_name":"Saurabh Bagchi","orcid":"https://orcid.org/0000-0002-4239-5632","observed_orcids":["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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013023792","display_name":"Samuel Pratt Midkiff","orcid":"https://orcid.org/0000-0003-0246-7192","observed_orcids":["https://orcid.org/0000-0003-0246-7192"]},"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":"Samuel P. Midkiff","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113603274","display_name":"Mike Kistler","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Kistler","raw_affiliation_strings":["IBM Research Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research Austin","institution_ids":["https://openalex.org/I4210156936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051777159","display_name":"Ahmed Gheith","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Gheith","raw_affiliation_strings":["IBM Research Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research Austin","institution_ids":["https://openalex.org/I4210156936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3502,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82559462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.6851000189781189,"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":0.6851000189781189,"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":0.3073999881744385,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/time-window-analysis","display_name":"time window analysis","score":0.4729999899864197},{"id":"https://openalex.org/keywords/bug-localization","display_name":"bug localization","score":0.6460000276565552},{"id":"https://openalex.org/keywords/performance-anomaly-detection","display_name":"performance anomaly detection","score":0.7139999866485596},{"id":"https://openalex.org/keywords/hbase","display_name":"HBase","score":0.8059999942779541},{"id":"https://openalex.org/keywords/regression-testing","display_name":"regression testing","score":0.8080000281333923}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.8746768832206726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8381237983703613},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.7302646636962891},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6735094785690308},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4837236702442169},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4766731560230255},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4485734701156616},{"id":"https://openalex.org/C152043487","wikidata":"https://www.wikidata.org/wiki/Q1229600","display_name":"Distributed File System","level":2,"score":0.4371527433395386},{"id":"https://openalex.org/C199519371","wikidata":"https://www.wikidata.org/wiki/Q942695","display_name":"Source lines of code","level":3,"score":0.4285096526145935},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.4218997657299042},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4178464412689209},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41492271423339844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41214239597320557},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3874250650405884},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3750761151313782},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.31661808490753174},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/srds.2013.21","doi":"https://doi.org/10.1109/srds.2013.21","is_oa":false,"landing_page_url":"https://doi.org/10.1109/srds.2013.21","pdf_url":null,"source":{"id":"https://openalex.org/S4210201925","display_name":"IEEE Symposium on Reliable Distributed Systems (SRDS)","issn_l":"1060-9857","issn":["1060-9857","2575-8462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 32nd International Symposium on Reliable Distributed Systems","raw_type":"proceedings-article"},{"id":"pmh:info:ark/67531/metadc863939","doi":null,"is_oa":true,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc863939/","pdf_url":"https://digital.library.unt.edu/ark:/67531/metadc863939/","source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Presented at: 32nd International Symposium on Reliable Distributed Systems, Braga, Portugal, Sep 30 - Oct 03, 2013","raw_type":"Article"},{"id":"pmh:oai:osti.gov:1097761","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/servlets/purl/1097761","pdf_url":null,"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,"listed_in":[],"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},{"id":"mag:2339096938","doi":null,"is_oa":false,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc863939/m2/1/high_res_d/1097761.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4210201925","display_name":"IEEE Symposium on Reliable Distributed Systems (SRDS)","issn_l":"1060-9857","issn":["1060-9857","2575-8462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Symposium on Reliable Distributed Systems","raw_type":null}],"best_oa_location":{"id":"pmh:info:ark/67531/metadc863939","doi":null,"is_oa":true,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc863939/","pdf_url":"https://digital.library.unt.edu/ark:/67531/metadc863939/","source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Presented at: 32nd International Symposium on Reliable Distributed Systems, Braga, Portugal, Sep 30 - Oct 03, 2013","raw_type":"Article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2063739722.pdf","grobid_xml":"https://content.openalex.org/works/W2063739722.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W135621451","https://openalex.org/W1511806592","https://openalex.org/W1513765469","https://openalex.org/W1524673069","https://openalex.org/W1527417319","https://openalex.org/W1537198022","https://openalex.org/W1563576199","https://openalex.org/W1576549127","https://openalex.org/W1581005283","https://openalex.org/W1613865581","https://openalex.org/W1991804752","https://openalex.org/W2034186738","https://openalex.org/W2039157918","https://openalex.org/W2098880646","https://openalex.org/W2102632804","https://openalex.org/W2105126945","https://openalex.org/W2117009500","https://openalex.org/W2141041105","https://openalex.org/W2144433126","https://openalex.org/W2157593310","https://openalex.org/W2162832213","https://openalex.org/W2171581420","https://openalex.org/W3145311561","https://openalex.org/W4242430590","https://openalex.org/W4248327003","https://openalex.org/W4251167975","https://openalex.org/W6630768022","https://openalex.org/W6634732524"],"related_works":["https://openalex.org/W7032829977","https://openalex.org/W2339096938","https://openalex.org/W7024230535","https://openalex.org/W2017504389","https://openalex.org/W3145311561","https://openalex.org/W2988720726","https://openalex.org/W2262556115","https://openalex.org/W2171581420","https://openalex.org/W2157593310","https://openalex.org/W2610861045"],"abstract_inverted_index":{"Debugging":[0],"today's":[1],"large-scale":[2],"distributed":[3,47,126],"applications":[4,127],"is":[5,149],"complex.":[6],"Traditional":[7],"debugging":[8,13],"techniques":[9],"such":[10,128],"as":[11],"breakpoint-based":[12],"and":[14,24,33,60,100,104,137,155],"performance":[15,34],"profiling":[16],"require":[17],"a":[18,39,50,87,93,133,138],"substantial":[19],"amount":[20],"of":[21,30,53,70,86],"domain":[22],"knowledge":[23],"do":[25],"not":[26],"automate":[27,42],"the":[28,43,62,74,98,114,153,166],"process":[29,45],"locating":[31],"bugs":[32],"anomalies.":[35],"We":[36,116],"present":[37],"Orion,":[38],"framework":[40,119,141],"to":[41,92,151,161,164],"problem-localization":[44],"in":[46,73,125],"applications.":[48],"From":[49],"large":[51],"set":[52],"metrics,":[54],"Orion":[55,148],"intelligently":[56],"chooses":[57],"important":[58],"metrics":[59,72,99,154],"models":[61],"application's":[63],"runtime":[64],"behavior":[65],"through":[66],"pair":[67],"wise":[68],"correlations":[69,82],"those":[71,85],"system,":[75],"within":[76,106],"multiple":[77],"non-overlapping":[78],"time":[79],"windows.":[80],"When":[81],"deviate":[83],"from":[84,142],"learned":[88],"correct":[89],"model":[90],"due":[91],"bug,":[94],"our":[95,118],"analysis":[96],"pinpoints":[97],"code":[101,156],"regions":[102,157],"(class":[103],"method":[105],"it)":[107],"that":[108,147,158],"are":[109],"most":[110],"likely":[111],"associated":[112],"with":[113,120],"failure.":[115],"demonstrate":[117],"several":[121],"real-world":[122],"failure":[123],"cases":[124],"as:":[129],"HBase,":[130],"Hadoop":[131],"DFS,":[132],"campus-wide":[134],"Java":[135],"application,":[136],"regression":[139],"testing":[140],"IBM.":[143],"Our":[144],"results":[145],"show":[146],"able":[150],"pinpoint":[152],"developers":[159],"need":[160],"concentrate":[162],"on":[163],"fix":[165],"failures.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
