{"id":"https://openalex.org/W3143087846","doi":"https://doi.org/10.1109/ipdps.2006.1639724","title":"On the impact of data input sets on statistical compiler tuning","display_name":"On the impact of data input sets on statistical compiler tuning","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W3143087846","doi":"https://doi.org/10.1109/ipdps.2006.1639724","mag":"3143087846"},"language":"en","primary_location":{"id":"doi:10.1109/ipdps.2006.1639724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2006.1639724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 20th IEEE International Parallel & Distributed Processing Symposium","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/A5085447961","display_name":"M. Haneda","orcid":null},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"M. Haneda","raw_affiliation_strings":["LIACS-Leiden University, Netherlands"],"affiliations":[{"raw_affiliation_string":"LIACS-Leiden University, Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113693122","display_name":"P.M.W. Knijnenburg","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P.M.W. Knijnenburg","raw_affiliation_strings":["LIACS-Leiden University, Netherlands","University of Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"LIACS-Leiden University, Netherlands","institution_ids":["https://openalex.org/I121797337"]},{"raw_affiliation_string":"University of Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081580568","display_name":"Harry A. G. Wijshoff","orcid":null},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"H.A.G. Wijshoff","raw_affiliation_strings":["LIACS-Leiden University, Netherlands"],"affiliations":[{"raw_affiliation_string":"LIACS-Leiden University, Netherlands","institution_ids":["https://openalex.org/I121797337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085447961"],"corresponding_institution_ids":["https://openalex.org/I121797337"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.37491948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2443","issue":null,"first_page":"8 pp.","last_page":"8 pp."},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T11697","display_name":"Numerical Methods and Algorithms","score":0.9977999925613403,"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/T10126","display_name":"Logic, programming, and type systems","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/compiler","display_name":"Compiler","score":0.9402545690536499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8832725286483765},{"id":"https://openalex.org/keywords/optimizing-compiler","display_name":"Optimizing compiler","score":0.7393571734428406},{"id":"https://openalex.org/keywords/loop-optimization","display_name":"Loop optimization","score":0.5855228900909424},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5547564625740051},{"id":"https://openalex.org/keywords/program-optimization","display_name":"Program optimization","score":0.48997655510902405},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.482145756483078},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.37947338819503784},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3577656149864197}],"concepts":[{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.9402545690536499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8832725286483765},{"id":"https://openalex.org/C190902152","wikidata":"https://www.wikidata.org/wiki/Q1325106","display_name":"Optimizing compiler","level":3,"score":0.7393571734428406},{"id":"https://openalex.org/C29331672","wikidata":"https://www.wikidata.org/wiki/Q3354468","display_name":"Loop optimization","level":4,"score":0.5855228900909424},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5547564625740051},{"id":"https://openalex.org/C139571649","wikidata":"https://www.wikidata.org/wiki/Q1156793","display_name":"Program optimization","level":3,"score":0.48997655510902405},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.482145756483078},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.37947338819503784},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3577656149864197}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipdps.2006.1639724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2006.1639724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 20th IEEE International Parallel & Distributed Processing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W350392096","https://openalex.org/W1964031104","https://openalex.org/W2005985523","https://openalex.org/W2052934867","https://openalex.org/W2088056808","https://openalex.org/W2089323323","https://openalex.org/W2102182691","https://openalex.org/W2106296728","https://openalex.org/W2114067856","https://openalex.org/W2136952590","https://openalex.org/W2143040477","https://openalex.org/W2143124065","https://openalex.org/W2170753802","https://openalex.org/W2609112314","https://openalex.org/W4229605281","https://openalex.org/W4237126205","https://openalex.org/W4250700635","https://openalex.org/W4296927913","https://openalex.org/W6681165643","https://openalex.org/W6723941685","https://openalex.org/W6736569393","https://openalex.org/W7032981850"],"related_works":["https://openalex.org/W1877657449","https://openalex.org/W1488300410","https://openalex.org/W2083681681","https://openalex.org/W2577630842","https://openalex.org/W1597127505","https://openalex.org/W4320560513","https://openalex.org/W2956382393","https://openalex.org/W3167971287","https://openalex.org/W4225492247","https://openalex.org/W2162051035"],"abstract_inverted_index":{"In":[0,133],"recent":[1],"years,":[2],"several":[3,153],"approaches":[4,66,79],"have":[5,48,67],"been":[6,49],"proposed":[7,50],"to":[8,25,35,69,129,205],"use":[9,148],"profile":[10,16,44,183],"information":[11,17],"in":[12,32],"compiler":[13,144,163,170],"optimization.":[14],"This":[15],"can":[18,101],"be":[19,187],"used":[20,128],"at":[21],"the":[22,33,41,62,115,126,131,162],"source":[23],"level":[24,38],"guide":[26,36],"loop":[27],"transformations":[28],"as":[29,31],"well":[30,97,175,208],"backend":[34],"low":[37],"optimizations.":[39],"At":[40],"same":[42],"time,":[43],"guided":[45,184],"library":[46],"generators":[47],"also,":[51],"like":[52],"Atlas,":[53],"Spiral,":[54],"or":[55,88],"FFTW,":[56],"that":[57,81,99,158,172,182,195],"tune":[58,161],"their":[59],"routines":[60],"for":[61,106,122,140,176,211],"underlying":[63],"hardware.":[64],"These":[65,179],"led":[68],"excellent":[70],"performance":[71,116],"improvements.":[72],"However,":[73],"a":[74,86,89,141,169,196,207],"possible":[75],"drawback":[76],"of":[77,92,199],"these":[78],"is":[80,96,111,191],"applications":[82],"are":[83,119,203],"optimized":[84,209],"using":[85,164],"single":[87],"limited":[90,197],"set":[91],"data":[93,201],"inputs.":[94,108],"It":[95],"known":[98],"programs":[100],"exhibit":[102],"vastly":[103],"differing":[104],"behaviors":[105],"different":[107,150],"Therefore,":[109],"it":[110],"not":[112],"clear":[113],"whether":[114],"numbers":[117],"reported":[118],"still":[120,173],"valid":[121],"other":[123],"input":[124,127],"than":[125,190],"optimize":[130],"program.":[132],"this":[134,138],"paper,":[135],"we":[136,160,167],"address":[137],"problem":[139],"specific":[142],"statistical":[143],"tuning":[145],"method.":[146],"We":[147,156],"three":[149],"platforms":[151],"and":[152,194],"SPECint2000":[154],"benchmarks.":[155],"show":[157],"when":[159],"train":[165,200],"data,":[166],"obtain":[168,206],"setting":[171],"performs":[174],"reference":[177],"data.":[178],"results":[180],"suggest":[181],"optimization":[185],"may":[186],"more":[188],"stable":[189],"sometimes":[192],"believed":[193],"number":[198],"sets":[202],"sufficient":[204],"program":[210],"all":[212],"inputs":[213]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}