{"id":"https://openalex.org/W4286383570","doi":"https://doi.org/10.1145/3524482.3527649","title":"Automatic loop invariant generation for data dependence analysis","display_name":"Automatic loop invariant generation for data dependence analysis","publication_year":2022,"publication_date":"2022-05-18","ids":{"openalex":"https://openalex.org/W4286383570","doi":"https://doi.org/10.1145/3524482.3527649"},"language":"en","primary_location":{"id":"doi:10.1145/3524482.3527649","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524482.3527649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 10th International Conference on Formal Methods in Software Engineering","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/A5033553643","display_name":"Asmae Heydari Tabar","orcid":"https://orcid.org/0000-0002-9464-6341"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Asmae Heydari Tabar","raw_affiliation_strings":["Technische Universit\u00e4t Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082065721","display_name":"Richard Bubel","orcid":null},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Richard Bubel","raw_affiliation_strings":["Technische Universit\u00e4t Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084143460","display_name":"Reiner H\u00e4hnle","orcid":"https://orcid.org/0000-0001-8000-7613"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reiner H\u00e4hnle","raw_affiliation_strings":["Technische Universit\u00e4t Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033553643"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":0.9341,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72257138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9970999956130981,"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":0.9970999956130981,"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":0.9922000169754028,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9900000095367432,"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":0.8374199867248535},{"id":"https://openalex.org/keywords/predicate-abstraction","display_name":"Predicate abstraction","score":0.7559499740600586},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.635838508605957},{"id":"https://openalex.org/keywords/automatic-parallelization","display_name":"Automatic parallelization","score":0.6329619288444519},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5968061089515686},{"id":"https://openalex.org/keywords/predicate","display_name":"Predicate (mathematical logic)","score":0.5958402752876282},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.579258382320404},{"id":"https://openalex.org/keywords/symbolic-execution","display_name":"Symbolic execution","score":0.5235975980758667},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.47904860973358154},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.4733688533306122},{"id":"https://openalex.org/keywords/dependence-analysis","display_name":"Dependence analysis","score":0.470051646232605},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.469791054725647},{"id":"https://openalex.org/keywords/program-analysis","display_name":"Program analysis","score":0.464564710855484},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4413769543170929},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43007606267929077},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3628327250480652},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.3424031734466553},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.1996869146823883},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.14102545380592346}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8374199867248535},{"id":"https://openalex.org/C2779907942","wikidata":"https://www.wikidata.org/wiki/Q7239630","display_name":"Predicate abstraction","level":3,"score":0.7559499740600586},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.635838508605957},{"id":"https://openalex.org/C164833996","wikidata":"https://www.wikidata.org/wiki/Q2323839","display_name":"Automatic parallelization","level":3,"score":0.6329619288444519},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5968061089515686},{"id":"https://openalex.org/C140146324","wikidata":"https://www.wikidata.org/wiki/Q1144319","display_name":"Predicate (mathematical logic)","level":2,"score":0.5958402752876282},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.579258382320404},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.5235975980758667},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.47904860973358154},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.4733688533306122},{"id":"https://openalex.org/C27390822","wikidata":"https://www.wikidata.org/wiki/Q320724","display_name":"Dependence analysis","level":2,"score":0.470051646232605},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.469791054725647},{"id":"https://openalex.org/C98183937","wikidata":"https://www.wikidata.org/wiki/Q2112188","display_name":"Program analysis","level":2,"score":0.464564710855484},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4413769543170929},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43007606267929077},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3628327250480652},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.3424031734466553},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.1996869146823883},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.14102545380592346},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3524482.3527649","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524482.3527649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 10th International Conference on Formal Methods in Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:133476","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/9796460","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1497571013","https://openalex.org/W1503677488","https://openalex.org/W1528693048","https://openalex.org/W1552505815","https://openalex.org/W1563374593","https://openalex.org/W1587263834","https://openalex.org/W1988054754","https://openalex.org/W2034761517","https://openalex.org/W2043100293","https://openalex.org/W2060221201","https://openalex.org/W2071470850","https://openalex.org/W2071828104","https://openalex.org/W2088310270","https://openalex.org/W2102976251","https://openalex.org/W2110908283","https://openalex.org/W2114676774","https://openalex.org/W2122049982","https://openalex.org/W2142528518","https://openalex.org/W2147801215","https://openalex.org/W2153510998","https://openalex.org/W2156858199","https://openalex.org/W2169404851","https://openalex.org/W2522207775","https://openalex.org/W2531338196","https://openalex.org/W2560980571","https://openalex.org/W2565255124","https://openalex.org/W2565678539","https://openalex.org/W2803616382","https://openalex.org/W2896873429","https://openalex.org/W2968998509","https://openalex.org/W2978995391","https://openalex.org/W2991034580","https://openalex.org/W3053548161","https://openalex.org/W3107077773","https://openalex.org/W3139128041","https://openalex.org/W3140308147","https://openalex.org/W4212792638","https://openalex.org/W4239813889"],"related_works":["https://openalex.org/W1518850081","https://openalex.org/W345638404","https://openalex.org/W2006860739","https://openalex.org/W2135754937","https://openalex.org/W4240983189","https://openalex.org/W2751940653","https://openalex.org/W3035917943","https://openalex.org/W2405699978","https://openalex.org/W4295253691","https://openalex.org/W92015630"],"abstract_inverted_index":{"Parallelization":[0],"of":[1,9,50,82,126],"programs":[2],"relies":[3],"on":[4,24,70,124],"sound":[5,60],"and":[6,27,61],"precise":[7,63,140],"analysis":[8],"data":[10,67,141],"dependences":[11,68,142],"in":[12,97],"the":[13,44,48,51],"code,":[14],"specifically,":[15],"when":[16],"dealing":[17],"with":[18],"loops.":[19],"State-of-art":[20],"tools":[21],"are":[22],"based":[23,69],"dynamic":[25],"profiling":[26],"static":[28],"analysis.":[29],"They":[30],"tend":[31],"to":[32,36,65,77,86,113],"over-":[33],"and,":[34],"occasionally,":[35],"under-approximate":[37],"dependences.":[38,88],"The":[39,73,131],"former":[40],"misses":[41],"parallelization":[42],"opportunities,":[43],"latter":[45],"can":[46,137],"change":[47],"behavior":[49],"parallelized":[52],"program.":[53],"In":[54],"this":[55],"paper":[56],"we":[57,93,108],"present":[58],"a":[59,79,98,127],"highly":[62,139],"approach":[64,121,136],"generate":[66,138],"deductive":[71,128],"verification.":[72],"central":[74],"technique":[75],"is":[76],"infer":[78],"specific":[80],"form":[81],"loop":[83],"invariant":[84],"tailored":[85],"express":[87],"To":[89,101],"achieve":[90],"full":[91],"automation,":[92],"adapt":[94],"predicate":[95],"abstraction":[96],"suitable":[99],"manner.":[100],"retain":[102],"as":[103,106],"much":[104],"precision":[105],"possible,":[107],"generalized":[109],"logic-based":[110],"symbolic":[111],"execution":[112],"compute":[114],"abstract":[115],"dependence":[116],"predicates.":[117],"We":[118],"implemented":[119],"our":[120,135],"for":[122,143],"Java":[123],"top":[125],"verification":[129],"tool.":[130],"evaluation":[132],"shows":[133],"that":[134],"representative":[144],"code":[145],"taken":[146],"from":[147],"HPC":[148],"applications.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}