{"id":"https://openalex.org/W1991591392","doi":"https://doi.org/10.1145/1065944.1065981","title":"A framework for adaptive algorithm selection in STAPL","display_name":"A framework for adaptive algorithm selection in STAPL","publication_year":2005,"publication_date":"2005-06-15","ids":{"openalex":"https://openalex.org/W1991591392","doi":"https://doi.org/10.1145/1065944.1065981","mag":"1991591392"},"language":"en","primary_location":{"id":"doi:10.1145/1065944.1065981","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1065944.1065981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming","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/A5047317799","display_name":"Nathan Thomas","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nathan Thomas","raw_affiliation_strings":["Texas A&M University"],"affiliations":[{"raw_affiliation_string":"Texas A&M University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059196935","display_name":"Gabriel Tanase","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabriel Tanase","raw_affiliation_strings":["Texas A&M University"],"affiliations":[{"raw_affiliation_string":"Texas A&M University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042595096","display_name":"Olga Tkachyshyn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olga Tkachyshyn","raw_affiliation_strings":["Texas A&M University"],"affiliations":[{"raw_affiliation_string":"Texas A&M University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078766791","display_name":"Jack Perdue","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jack Perdue","raw_affiliation_strings":["Texas A&M University"],"affiliations":[{"raw_affiliation_string":"Texas A&M University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050205557","display_name":"Nancy M. Amato","orcid":"https://orcid.org/0000-0001-5817-5290"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nancy M. Amato","raw_affiliation_strings":["Texas A&M University"],"affiliations":[{"raw_affiliation_string":"Texas A&M University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056736926","display_name":"Lawrence Rauchwerger","orcid":"https://orcid.org/0000-0002-1545-4991"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lawrence Rauchwerger","raw_affiliation_strings":["Texas A&M University"],"affiliations":[{"raw_affiliation_string":"Texas A&M University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047317799"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.9693,"has_fulltext":false,"cited_by_count":134,"citation_normalized_percentile":{"value":0.98084843,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"277","last_page":"288"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9972000122070312,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9937999844551086,"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":0.8466012477874756},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7182538509368896},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5674135088920593},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5396577715873718},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.5047436952590942},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4929661750793457},{"id":"https://openalex.org/keywords/sorting-algorithm","display_name":"Sorting algorithm","score":0.4568110704421997},{"id":"https://openalex.org/keywords/adaptive-system","display_name":"Adaptive system","score":0.43158677220344543},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4261767566204071},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"Matrix multiplication","score":0.4130602180957794},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3940456509590149},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3717721104621887},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33026236295700073},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22448435425758362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17847788333892822},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10671177506446838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8466012477874756},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7182538509368896},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5674135088920593},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5396577715873718},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.5047436952590942},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4929661750793457},{"id":"https://openalex.org/C108094655","wikidata":"https://www.wikidata.org/wiki/Q181593","display_name":"Sorting algorithm","level":3,"score":0.4568110704421997},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.43158677220344543},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4261767566204071},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.4130602180957794},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3940456509590149},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3717721104621887},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33026236295700073},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22448435425758362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17847788333892822},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10671177506446838},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1065944.1065981","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1065944.1065981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.211.9002","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.211.9002","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://parasol.tamu.edu/publications/download.php?file_id=467","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W31349019","https://openalex.org/W1495775210","https://openalex.org/W1548081534","https://openalex.org/W1552059191","https://openalex.org/W1561299197","https://openalex.org/W1579148054","https://openalex.org/W1589951597","https://openalex.org/W1925894675","https://openalex.org/W1964031104","https://openalex.org/W1964711958","https://openalex.org/W1969289728","https://openalex.org/W1975166067","https://openalex.org/W1988425770","https://openalex.org/W1989741444","https://openalex.org/W2014244478","https://openalex.org/W2030167104","https://openalex.org/W2039747889","https://openalex.org/W2056999868","https://openalex.org/W2066823629","https://openalex.org/W2068759284","https://openalex.org/W2075646121","https://openalex.org/W2077658932","https://openalex.org/W2080693900","https://openalex.org/W2082292996","https://openalex.org/W2082693041","https://openalex.org/W2093440799","https://openalex.org/W2095644205","https://openalex.org/W2105905774","https://openalex.org/W2134431066","https://openalex.org/W2137239103","https://openalex.org/W2140785063","https://openalex.org/W2149706766","https://openalex.org/W2154642048","https://openalex.org/W2161938901","https://openalex.org/W2292471216","https://openalex.org/W2766736793","https://openalex.org/W3139831614","https://openalex.org/W4252430366","https://openalex.org/W6680182282"],"related_works":["https://openalex.org/W2809748609","https://openalex.org/W3033694952","https://openalex.org/W2372558933","https://openalex.org/W2349288944","https://openalex.org/W2085265870","https://openalex.org/W797244100","https://openalex.org/W1999431223","https://openalex.org/W2043772124","https://openalex.org/W2801186172","https://openalex.org/W2367560286"],"abstract_inverted_index":{"Writing":[0],"portable":[1],"programs":[2],"that":[3,124,154,160],"perform":[4],"well":[5],"on":[6,41,149,180],"multiple":[7,150],"platforms":[8,151],"or":[9],"for":[10,68,92,96],"varying":[11],"input":[12,33,71],"sizes":[13],"and":[14,32,43,73,120,146,152,183],"types":[15],"can":[16],"be":[17],"very":[18],"difficult":[19],"because":[20],"performance":[21],"is":[22,37,60],"often":[23],"sensitive":[24],"to":[25,47,56,61,112,121,140],"the":[26,29,48,64,69,99,155,163,176,181,184],"system":[27,52,74],"architecture,":[28],"run-time":[30,158],"environment,":[31],"data":[34,72,114],"characteristics.":[35],"This":[36],"even":[38],"more":[39],"challenging":[40],"parallel":[42,66,143],"distributed":[44],"systems":[45],"due":[46],"wide":[49],"variety":[50],"of":[51,78,137,175],"architectures.":[53],"One":[54],"way":[55],"address":[57],"this":[58,84],"problem":[59],"adaptively":[62],"select":[63,126,162],"best":[65,164],"algorithm":[67,94,166],"current":[70],"from":[75,167],"a":[76,89,134],"set":[77],"functionally":[79],"equivalent":[80],"algorithmic":[81,128,171],"options.":[82],"Toward":[83],"goal,":[85],"we":[86],"have":[87],"developed":[88],"general":[90],"framework":[91,107,139,156],"adaptive":[93],"selection":[95],"use":[97],"in":[98,173],"Standard":[100],"Template":[101],"Adaptive":[102],"Parallel":[103],"Library":[104],"(STAPL).":[105],"Our":[106],"uses":[108],"machine":[109],"learning":[110],"techniques":[111],"analyze":[113],"collected":[115],"by":[116],"STAPL":[117],"installation":[118],"benchmarks":[119],"determine":[122],"tests":[123,159],"will":[125],"among":[127,168],"options":[129,172],"at":[130],"run-time.":[131],"We":[132],"apply":[133],"prototype":[135],"implementation":[136],"our":[138],"two":[141],"important":[142],"operations,":[144],"sorting":[145],"matrix":[147],"multiplication,":[148],"show":[153],"determines":[157],"correctly":[161],"performing":[165],"several":[169],"competing":[170],"86-100%":[174],"cases":[177],"studied,":[178],"depending":[179],"operation":[182],"system.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":16}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}