{"id":"https://openalex.org/W2025152236","doi":"https://doi.org/10.1145/2384616.2384678","title":"Exploiting inter-sequence correlations for program behavior prediction","display_name":"Exploiting inter-sequence correlations for program behavior prediction","publication_year":2012,"publication_date":"2012-10-19","ids":{"openalex":"https://openalex.org/W2025152236","doi":"https://doi.org/10.1145/2384616.2384678","mag":"2025152236"},"language":"en","primary_location":{"id":"doi:10.1145/2384616.2384678","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2384616.2384678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM international conference on Object oriented programming systems languages and applications","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/A5059368105","display_name":"Bo Wu","orcid":"https://orcid.org/0000-0001-6658-6452"},"institutions":[{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]},{"id":"https://openalex.org/I267592682","display_name":"Williams (United States)","ror":"https://ror.org/007zhvp17","country_code":"US","type":"company","lineage":["https://openalex.org/I267592682"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bo Wu","raw_affiliation_strings":["The College of William and Mary, Williamsburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"The College of William and Mary, Williamsburg, VA, USA","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013940261","display_name":"Zhijia Zhao","orcid":"https://orcid.org/0000-0003-2616-4241"},"institutions":[{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]},{"id":"https://openalex.org/I267592682","display_name":"Williams (United States)","ror":"https://ror.org/007zhvp17","country_code":"US","type":"company","lineage":["https://openalex.org/I267592682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhijia Zhao","raw_affiliation_strings":["The College of William and Mary, Williamsburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"The College of William and Mary, Williamsburg, VA, USA","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624451","display_name":"Xipeng Shen","orcid":"https://orcid.org/0000-0003-3599-8010"},"institutions":[{"id":"https://openalex.org/I267592682","display_name":"Williams (United States)","ror":"https://ror.org/007zhvp17","country_code":"US","type":"company","lineage":["https://openalex.org/I267592682"]},{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xipeng Shen","raw_affiliation_strings":["The College of William and Mary, Williamsburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"The College of William and Mary, Williamsburg, VA, USA","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071089468","display_name":"Yunlian Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunlian Jiang","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101439379","display_name":"Yaoqing Gao","orcid":"https://orcid.org/0000-0002-5392-5088"},"institutions":[{"id":"https://openalex.org/I4210113654","display_name":"IBM (Canada)","ror":"https://ror.org/025sxka56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210113654"]},{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Yaoqing Gao","raw_affiliation_strings":["IBM Toronto Lab, Toronto, Canada","IBM Toronto Lab., Toronto, Canada#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM Toronto Lab, Toronto, Canada","institution_ids":["https://openalex.org/I4210113654"]},{"raw_affiliation_string":"IBM Toronto Lab., Toronto, Canada#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046110266","display_name":"Ra\u00fal Silvera","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210113654","display_name":"IBM (Canada)","ror":"https://ror.org/025sxka56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210113654"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Raul Silvera","raw_affiliation_strings":["IBM Toronto Lab, Toronto, Canada","IBM Toronto Lab., Toronto, Canada#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM Toronto Lab, Toronto, Canada","institution_ids":["https://openalex.org/I4210113654"]},{"raw_affiliation_string":"IBM Toronto Lab., Toronto, Canada#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059368105"],"corresponding_institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"],"apc_list":null,"apc_paid":null,"fwci":3.2205,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91579233,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"851","last_page":"866"},"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/T10260","display_name":"Software Engineering Research","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.996999979019165,"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":0.780185341835022},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6127499341964722},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5790008306503296},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.568632185459137},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.49033617973327637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3942018747329712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36515286564826965},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3255603313446045},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1332082748413086},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1132587194442749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.780185341835022},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6127499341964722},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5790008306503296},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.568632185459137},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.49033617973327637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3942018747329712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36515286564826965},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3255603313446045},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1332082748413086},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1132587194442749},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2384616.2384678","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2384616.2384678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM international conference on Object oriented programming systems languages and applications","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.297.2682","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.297.2682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.wm.edu/~xshen/Publications/oopsla12.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W78571512","https://openalex.org/W133053153","https://openalex.org/W1480376833","https://openalex.org/W1491178396","https://openalex.org/W1980225486","https://openalex.org/W2024717934","https://openalex.org/W2047652230","https://openalex.org/W2052220570","https://openalex.org/W2091250014","https://openalex.org/W2091994380","https://openalex.org/W2095063920","https://openalex.org/W2096458542","https://openalex.org/W2098278566","https://openalex.org/W2101587002","https://openalex.org/W2108112890","https://openalex.org/W2125209771","https://openalex.org/W2128731376","https://openalex.org/W2129523505","https://openalex.org/W2132292826","https://openalex.org/W2132366470","https://openalex.org/W2139028886","https://openalex.org/W2154693467","https://openalex.org/W2160401437","https://openalex.org/W2166536280","https://openalex.org/W2168102371","https://openalex.org/W4240262711","https://openalex.org/W4241057782","https://openalex.org/W6629325410"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2027972911","https://openalex.org/W2146343568","https://openalex.org/W2013643406","https://openalex.org/W2157978810","https://openalex.org/W2597809628","https://openalex.org/W3046370962"],"abstract_inverted_index":{"Prediction":[0],"of":[1,22,44,52,71,80,90,104,112,130,139,152,168],"program":[2,8,23,54,72,81,105,154],"dynamic":[3,116],"behaviors":[4],"is":[5],"fundamental":[6],"to":[7,26,95],"optimizations,":[9],"resource":[10],"management,":[11],"and":[12,38,65,119,137],"architecture":[13],"reconfigurations.":[14],"Most":[15],"existing":[16,153],"predictors":[17],"are":[18],"based":[19],"on":[20,57,127],"locality":[21],"behaviors,":[24],"subject":[25],"some":[27],"inherent":[28],"limitations.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33],"revisit":[34],"the":[35,49,61,69,77,98,110,113,143,147],"design":[36,70,145],"philosophy":[37],"systematically":[39],"explore":[40],"a":[41,87,128],"second":[42],"source":[43],"clues:":[45],"statistical":[46],"correlations":[47,99],"between":[48],"behavior":[50,73,82,106,140,155],"sequences":[51],"different":[53],"entities.":[55],"Concentrated":[56],"loops,":[58],"it":[59],"examines":[60],"correlations'":[62],"existence,":[63],"strength,":[64],"values":[66],"in":[67,115],"enhancing":[68],"predictors.":[74],"It":[75,85,108],"creates":[76],"first":[78],"taxonomy":[79],"sequence":[83,93],"patterns.":[84],"develops":[86],"new":[88,148,160],"form":[89],"predictors,":[91,94,156],"named":[92],"effectively":[96],"translate":[97],"into":[100],"large-scope,":[101],"proactive":[102],"predictions":[103],"sequences.":[107],"demonstrates":[109],"usefulness":[111],"prediction":[114,141],"version":[117],"selection":[118],"loop":[120],"importance":[121],"estimation,":[122],"showing":[123],"19%":[124],"average":[125],"speedup":[126],"number":[129],"real-world":[131],"utility":[132],"applications.":[133],"By":[134],"taking":[135],"scope":[136],"timing":[138],"as":[142],"first-order":[144],"objectives,":[146],"approach":[149],"overcomes":[150],"limitations":[151],"opening":[157],"up":[158],"many":[159],"opportunities":[161],"for":[162],"runtime":[163],"optimizations":[164],"at":[165],"various":[166],"layers":[167],"computing.":[169]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}