{"id":"https://openalex.org/W122851984","doi":null,"title":"On the Computer Generation of Adaptive Numerical Libraries","display_name":"On the Computer Generation of Adaptive Numerical Libraries","publication_year":2011,"publication_date":"2011-09-09","ids":{"openalex":"https://openalex.org/W122851984","mag":"122851984"},"language":"en","primary_location":{"id":"mag:122851984","doi":null,"is_oa":false,"landing_page_url":"https://apps.dtic.mil/sti/pdfs/ADA525364.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"book","is_traditional":true,"indexed_in":[],"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/A5076407181","display_name":"Markus P\u00fcschel","orcid":"https://orcid.org/0000-0001-8834-8551","observed_orcids":["https://orcid.org/0000-0001-8834-8551"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Markus P\u00fcschel","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":"https://orcid.org/0000-0001-8834-8551","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078966615","display_name":"Fr\u00e9d\u00e9ric de Mesmay","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric de Mesmay","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.1193,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.56701031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9595000147819519,"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":0.9595000147819519,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.025699999183416367,"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/T10126","display_name":"Logic, programming, and type systems","score":0.005499999970197678,"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/automatic-code-generation","display_name":"automatic code generation","score":0.6520000100135803},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"matrix multiplication","score":0.609000027179718},{"id":"https://openalex.org/keywords/convolutional-decoding","display_name":"convolutional decoding","score":0.9559999704360962},{"id":"https://openalex.org/keywords/linear-operators","display_name":"linear operators","score":0.7089999914169312},{"id":"https://openalex.org/keywords/rewriting-systems","display_name":"rewriting systems","score":0.6940000057220459},{"id":"https://openalex.org/keywords/vectorization","display_name":"vectorization","score":0.675000011920929},{"id":"https://openalex.org/keywords/parallelization","display_name":"parallelization","score":0.9610000252723694},{"id":"https://openalex.org/keywords/online-adaptation","display_name":"online adaptation","score":0.8119999766349792},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.765999972820282}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8358669877052307},{"id":"https://openalex.org/C154690210","wikidata":"https://www.wikidata.org/wiki/Q1668499","display_name":"Rewriting","level":2,"score":0.679760217666626},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5276894569396973},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.5196745991706848},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.49516788125038147},{"id":"https://openalex.org/C135257023","wikidata":"https://www.wikidata.org/wiki/Q691358","display_name":"Domain-specific language","level":2,"score":0.49345365166664124},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4798271656036377},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.43882206082344055},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4327543377876282},{"id":"https://openalex.org/C139352143","wikidata":"https://www.wikidata.org/wiki/Q82571","display_name":"Linear algebra","level":2,"score":0.4232303500175476},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3851284682750702},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3698330521583557},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.24999794363975525},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15015193819999695},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:122851984","doi":null,"is_oa":false,"landing_page_url":"https://apps.dtic.mil/sti/pdfs/ADA525364.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":132,"referenced_works":["https://openalex.org/W15442747","https://openalex.org/W159719520","https://openalex.org/W186777370","https://openalex.org/W243738321","https://openalex.org/W399786837","https://openalex.org/W1484221544","https://openalex.org/W1494930385","https://openalex.org/W1495550651","https://openalex.org/W1495667646","https://openalex.org/W1509875415","https://openalex.org/W1518175328","https://openalex.org/W1518917853","https://openalex.org/W1525552993","https://openalex.org/W1528855243","https://openalex.org/W1533528239","https://openalex.org/W1535681052","https://openalex.org/W1536564409","https://openalex.org/W1543833969","https://openalex.org/W1551466210","https://openalex.org/W1561337879","https://openalex.org/W1564601597","https://openalex.org/W1579661906","https://openalex.org/W1583295953","https://openalex.org/W1585509108","https://openalex.org/W1585743408","https://openalex.org/W1587673378","https://openalex.org/W1595548352","https://openalex.org/W1604949508","https://openalex.org/W1625390266","https://openalex.org/W1708603942","https://openalex.org/W1714211023","https://openalex.org/W1829244603","https://openalex.org/W1844404537","https://openalex.org/W1866830630","https://openalex.org/W1912514452","https://openalex.org/W1914047618","https://openalex.org/W1916685473","https://openalex.org/W1964031104","https://openalex.org/W1964916079","https://openalex.org/W1966904279","https://openalex.org/W1967846636","https://openalex.org/W1970074386","https://openalex.org/W1979502974","https://openalex.org/W1990568697","https://openalex.org/W1991133427","https://openalex.org/W1992516732","https://openalex.org/W1995875735","https://openalex.org/W2002257715","https://openalex.org/W2005985523","https://openalex.org/W2006389550","https://openalex.org/W2008968509","https://openalex.org/W2009551863","https://openalex.org/W2009775190","https://openalex.org/W2020135152","https://openalex.org/W2022028092","https://openalex.org/W2022078144","https://openalex.org/W2025934427","https://openalex.org/W2025993166","https://openalex.org/W2030960331","https://openalex.org/W2031794121","https://openalex.org/W2035476608","https://openalex.org/W2039544376","https://openalex.org/W2039787998","https://openalex.org/W2041337604","https://openalex.org/W2045810654","https://openalex.org/W2046351222","https://openalex.org/W2046812923","https://openalex.org/W2047656763","https://openalex.org/W2051203581","https://openalex.org/W2060533244","https://openalex.org/W2061171222","https://openalex.org/W2064823029","https://openalex.org/W2072277531","https://openalex.org/W2073061372","https://openalex.org/W2076485607","https://openalex.org/W2079658918","https://openalex.org/W2081211681","https://openalex.org/W2082352135","https://openalex.org/W2084871461","https://openalex.org/W2087929260","https://openalex.org/W2091994380","https://openalex.org/W2099059741","https://openalex.org/W2099625934","https://openalex.org/W2102182691","https://openalex.org/W2106057110","https://openalex.org/W2106472852","https://openalex.org/W2108464053","https://openalex.org/W2108603643","https://openalex.org/W2111235403","https://openalex.org/W2111334029","https://openalex.org/W2115565350","https://openalex.org/W2118172707","https://openalex.org/W2118937112","https://openalex.org/W2119537359","https://openalex.org/W2124209077","https://openalex.org/W2125055259","https://openalex.org/W2128344236","https://openalex.org/W2129633426","https://openalex.org/W2131958140","https://openalex.org/W2134431066","https://openalex.org/W2134572726","https://openalex.org/W2136952590","https://openalex.org/W2137311321","https://openalex.org/W2138507146","https://openalex.org/W2142384583","https://openalex.org/W2143124065","https://openalex.org/W2143161696","https://openalex.org/W2146236588","https://openalex.org/W2147146929","https://openalex.org/W2149706766","https://openalex.org/W2150654326","https://openalex.org/W2150700765","https://openalex.org/W2152001712","https://openalex.org/W2152431662","https://openalex.org/W2153456949","https://openalex.org/W2156361796","https://openalex.org/W2157310776","https://openalex.org/W2159309967","https://openalex.org/W2164197394","https://openalex.org/W2164309468","https://openalex.org/W2166253571","https://openalex.org/W2168405694","https://openalex.org/W2494779131","https://openalex.org/W2609112314","https://openalex.org/W2610281151","https://openalex.org/W2789218021","https://openalex.org/W2904838066","https://openalex.org/W2913764096","https://openalex.org/W3083490477","https://openalex.org/W3138705879","https://openalex.org/W3139831614","https://openalex.org/W4256205416"],"related_works":["https://openalex.org/W1484221544","https://openalex.org/W2167340171","https://openalex.org/W4243145576","https://openalex.org/W2125840772","https://openalex.org/W2163491234","https://openalex.org/W7098793467","https://openalex.org/W7100254200","https://openalex.org/W2513479986","https://openalex.org/W7100254869","https://openalex.org/W7095537478"],"abstract_inverted_index":{"Very":[0],"fast":[1],"runtime":[2],"is":[3,74,259,340,409],"crucial":[4],"in":[5,8,26,105,136,374,431],"many":[6],"applications":[7,19],"scientific":[9],"computing,":[10],"multimedia":[11],"processing,":[12],"communication,":[13],"and":[14,39,59,67,124,191,207,221,243,245,319,322,377],"control.":[15],"Most":[16],"of":[17,23,41,55,118,149,198,289,364,382,417,434,437,455],"these":[18,42,90],"spend":[20],"the":[21,24,79,147,163,169,195,214,248,287,311,331,337,345,349,354,369,421,432,445,453],"bulk":[22],"computation":[25,351],"well-known":[27],"mathematical":[28,102],"functions":[29],"which":[30,71,302,356],"are":[31,68,160,201,279,303,441],"provided":[32],"by":[33,92],"highly":[34],"optimized":[35],"libraries.":[36],"The":[37,210,256,269],"development":[38],"maintenance":[40,73],"libraries":[43,97,145,171,271,277],"has":[44,87,133],"become":[45],"extraordinarily":[46],"difficult.":[47],"Optimal":[48],"performance":[49,96,113,274],"requires":[50],"multiple-core":[51],"balancing,":[52],"careful":[53],"use":[54],"vector":[56],"instruction":[57],"sets,":[58],"locality":[60],"optimization.":[61],"These":[62],"optimizations":[63,154],"require":[64],"highly-skilled":[65],"programmers":[66],"often":[69],"platform-specific,":[70],"means":[72],"a":[75,100,106,116,125,156,189,262,273,379,390,407,415,423,435],"considerable":[76],"effort":[77],"given":[78,98],"short":[80],"processor":[81],"release":[82],"cycles.":[83],"\r\nThe":[84],"Spiral":[85,110,132,141],"system":[86,236],"successfully":[88],"addressed":[89],"issues":[91],"automatically":[93],"generating":[94],"high":[95,112],"only":[99,143],"high-level":[101],"algorithm":[103,239,425],"description":[104],"language":[107,216],"called":[108,252],"SPL.":[109,224],"produced":[111,170],"code":[114,165,258],"using":[115],"number":[117],"techniques":[119],"including":[120],"SPL":[121],"rewriting":[122,235],"systems":[123],"form":[126,433],"iterative":[127],"compilation.":[128],"However":[129],"to":[130,226,237,241,246,276,305,309,411,447],"date":[131],"been":[134],"limited":[135],"two":[137],"key":[138],"aspects.":[139],"First,":[140],"could":[142],"generate":[144],"for":[146,155,194,281,325,348,361,414,428],"domain":[148],"linear":[150],"transforms,":[151,203,230],"second,":[152],"all":[153,429],"specific":[157],"target":[158,267],"platform":[159],"performed":[161],"during":[162,330],"source":[164],"generation,":[166],"that":[167,200,218,222,264,278,295,394,440],"is,":[168],"themselves":[172],"had":[173],"no":[174],"dynamic":[175,370],"platform-adaptation":[176],"mechanism.":[177],"\r\nIn":[178],"this":[179,343,365],"thesis":[180],"we":[181,219,231,285,388],"make":[182],"progress":[183],"on":[184,213,229,385,420],"both":[185,456],"fronts.":[186],"We":[187,314,367],"present":[188,389],"framework":[190,211],"its":[192],"implementation":[193],"computer":[196],"generation":[197,288],"functionalities":[199],"not":[202],"specifically":[204],"matrix":[205],"multiplication":[206],"convolutional":[208],"decoding.":[209],"builds":[212],"operator":[215],"(OL)":[217],"introduce":[220,378],"extends":[223],"Similar":[225],"prior":[227,375],"work":[228,376],"then":[232,358,442],"develop":[233],"OL":[234],"explore":[238],"choice,":[240],"vectorize":[242],"parallelize,":[244],"derive":[247],"basic":[249],"library":[250,346,446],"structure":[251],"recursion":[253],"step":[254],"closure.":[255],"actual":[257,332],"obtained":[260],"through":[261,292],"backend":[263],"supports":[265],"different":[266,307],"languages.":[268],"generated":[270,304],"exhibit":[272],"comparable":[275],"hand-written":[280],"commodity":[282],"workstations.":[283],"\r\nFurther,":[284],"enable":[286],"platform-adaptive":[290],"libraries,":[291,301],"adaptation":[293,318,321,328,400],"modules":[294],"can":[296,357],"be":[297,359],"inserted":[298,443],"into":[299,444],"our":[300],"support":[306],"ways":[308],"compute":[310],"same":[312],"function.":[313],"distinguish":[315],"between":[316],"online":[317,403],"offline":[320,396],"provide":[323,368],"mechanism":[324],"both.":[326],"Online":[327],"happens":[329],"user":[333],"function":[334],"call":[335],"when":[336],"input":[338],"size":[339],"provided.":[341],"Given":[342],"size,":[344],"searches":[347],"best":[350],"strategy":[352,372],"inside":[353],"library,":[355],"used":[360,373],"subsequent":[362],"computations":[363],"size.":[366],"programming":[371],"novel":[380],"kind":[381],"Monte-Carlo":[383],"search":[384,408],"graphs.":[386],"Finally,":[387],"machine":[391],"learning":[392,424],"approach":[393],"performs":[395],"(during":[397],"installation":[398],"time)":[399],"with":[401],"an":[402],"adaptive":[404],"library.":[405],"First":[406],"run":[410],"produce":[412],"solutions":[413,427],"set":[416,436],"sizes.":[418],"Based":[419],"result,":[422],"derives":[426],"sizes":[430],"decision":[438],"trees":[439],"render":[448],"it":[449],"deterministic.":[450],"Experiments":[451],"show":[452],"viability":[454],"approaches.":[457]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
