{"id":"https://openalex.org/W3201278477","doi":"https://doi.org/10.1145/3477012","title":"Regime Inference for Sound Floating-Point Optimizations","display_name":"Regime Inference for Sound Floating-Point Optimizations","publication_year":2021,"publication_date":"2021-09-17","ids":{"openalex":"https://openalex.org/W3201278477","doi":"https://doi.org/10.1145/3477012","mag":"3201278477"},"language":"en","primary_location":{"id":"doi:10.1145/3477012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477012","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-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/A5109150993","display_name":"Robert A. Rabe","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Robert Rabe","raw_affiliation_strings":["Fakult\u00e4t f\u00fcr Informatik, TU M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t f\u00fcr Informatik, TU M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017214514","display_name":"Anastasiia Izycheva","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anastasiia Izycheva","raw_affiliation_strings":["Fakult\u00e4t f\u00fcr Informatik, TU M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t f\u00fcr Informatik, TU M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053069388","display_name":"Eva Darulov\u00e1","orcid":"https://orcid.org/0000-0002-6848-3163"},"institutions":[{"id":"https://openalex.org/I4210121786","display_name":"Max Planck Institute for Software Systems","ror":"https://ror.org/02pe2kf23","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210121786"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eva Darulova","raw_affiliation_strings":["MPI-SWS, Germany"],"affiliations":[{"raw_affiliation_string":"MPI-SWS, Germany","institution_ids":["https://openalex.org/I4210121786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109150993"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":0.8878,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78265528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"20","issue":"5s","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11697","display_name":"Numerical Methods and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11697","display_name":"Numerical Methods and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8835786581039429},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.8026326894760132},{"id":"https://openalex.org/keywords/floating-point","display_name":"Floating point","score":0.6928271055221558},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6571680903434753},{"id":"https://openalex.org/keywords/rounding","display_name":"Rounding","score":0.6429657340049744},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5879511833190918},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5510721802711487},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5475394129753113},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4901769757270813},{"id":"https://openalex.org/keywords/stencil","display_name":"Stencil","score":0.45869842171669006},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4425235688686371},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43638864159584045},{"id":"https://openalex.org/keywords/trim","display_name":"Trim","score":0.4145273268222809},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.41147294640541077},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.19053491950035095},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13651853799819946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11733418703079224},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07562798261642456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8835786581039429},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8026326894760132},{"id":"https://openalex.org/C84211073","wikidata":"https://www.wikidata.org/wiki/Q117879","display_name":"Floating point","level":2,"score":0.6928271055221558},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6571680903434753},{"id":"https://openalex.org/C136625980","wikidata":"https://www.wikidata.org/wiki/Q663208","display_name":"Rounding","level":2,"score":0.6429657340049744},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5879511833190918},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5510721802711487},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5475394129753113},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4901769757270813},{"id":"https://openalex.org/C76752949","wikidata":"https://www.wikidata.org/wiki/Q7607499","display_name":"Stencil","level":2,"score":0.45869842171669006},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4425235688686371},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43638864159584045},{"id":"https://openalex.org/C88611116","wikidata":"https://www.wikidata.org/wiki/Q957004","display_name":"Trim","level":2,"score":0.4145273268222809},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.41147294640541077},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.19053491950035095},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13651853799819946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11733418703079224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07562798261642456},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3477012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477012","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1528042415","https://openalex.org/W1608100572","https://openalex.org/W2020209480","https://openalex.org/W2038705805","https://openalex.org/W2061091230","https://openalex.org/W2081368694","https://openalex.org/W2090698704","https://openalex.org/W2121344286","https://openalex.org/W2129331521","https://openalex.org/W2169004268","https://openalex.org/W2295915207","https://openalex.org/W2299696796","https://openalex.org/W2410059737","https://openalex.org/W2440019798","https://openalex.org/W2566629575","https://openalex.org/W2588591308","https://openalex.org/W2588762210","https://openalex.org/W2623582941","https://openalex.org/W2743322459","https://openalex.org/W2748956697","https://openalex.org/W2770593197","https://openalex.org/W2797985644","https://openalex.org/W2899807069","https://openalex.org/W2902494873","https://openalex.org/W2904117297","https://openalex.org/W2952851876","https://openalex.org/W2954681676","https://openalex.org/W2963521335","https://openalex.org/W2964731543","https://openalex.org/W2974127045","https://openalex.org/W2982184929","https://openalex.org/W3037623668","https://openalex.org/W3083130213","https://openalex.org/W3129647355","https://openalex.org/W4243061752","https://openalex.org/W4253704944"],"related_works":["https://openalex.org/W2535419677","https://openalex.org/W2134876043","https://openalex.org/W2476214559","https://openalex.org/W2118569990","https://openalex.org/W187939582","https://openalex.org/W3039927303","https://openalex.org/W4388911419","https://openalex.org/W4322008031","https://openalex.org/W2544512391","https://openalex.org/W2950918715"],"abstract_inverted_index":{"Efficient":[0],"numerical":[1],"programs":[2],"are":[3,24,34],"required":[4],"for":[5,92],"proper":[6],"functioning":[7],"of":[8,16,35,71,101],"many":[9],"systems.":[10],"Today\u2019s":[11],"tools":[12],"offer":[13],"a":[14,27,51,102,138],"variety":[15],"optimizations":[17,33,94,128],"to":[18,26,43,129,162],"generate":[19],"efficient":[20],"floating-point":[21],"implementations":[22],"that":[23,61,95,107,143],"specific":[25],"program\u2019s":[28,103],"input":[29,45,56,73,104],"domain.":[30],"However,":[31],"sound":[32,93],"an":[36,47,98],"\u201call":[37],"or":[38],"nothing\u201d":[39],"fashion":[40],"with":[41,123,144,160],"respect":[42,161],"this":[44],"domain\u2014if":[46],"optimizer":[48],"cannot":[49],"improve":[50,130,152],"program":[52],"on":[53,137,150],"the":[54,72,87],"specified":[55],"domain,":[57],"it":[58,122],"will":[59],"conclude":[60],"no":[62],"optimization":[63,83],"is":[64,117],"possible.":[65],"In":[66],"general,":[67],"though,":[68],"different":[69,76,82],"parts":[70],"domain":[74,105],"exhibit":[75],"rounding":[77],"errors":[78],"and":[79,126,132,156],"thus":[80],"have":[81,120],"potential.":[84],"We":[85],"present":[86],"first":[88],"regime":[89],"inference":[90],"technique":[91],"automatically":[96],"infers":[97],"effective":[99],"subdivision":[100],"such":[106],"individual":[108],"sub-domains":[109],"can":[110],"be":[111],"optimized":[112],"more":[113],"aggressively.":[114],"Our":[115,135],"algorithm":[116],"general;":[118],"we":[119,148],"instantiated":[121],"mixed-precision":[124],"tuning":[125],"rewriting":[127],"performance":[131,153],"accuracy,":[133],"respectively.":[134],"evaluation":[136],"standard":[139],"benchmark":[140],"set":[141],"shows":[142],"our":[145],"inferred":[146],"regimes,":[147],"can,":[149],"average,":[151],"by":[154,158],"65%":[155],"accuracy":[157],"54%":[159],"whole-domain":[163],"optimizations.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
