{"id":"https://openalex.org/W2129815737","doi":"https://doi.org/10.1109/hpdc.2006.1652135","title":"A Case Study Using Automatic Performance Tuning for Large-Scale Scientific Programs","display_name":"A Case Study Using Automatic Performance Tuning for Large-Scale Scientific Programs","publication_year":2006,"publication_date":"2006-07-21","ids":{"openalex":"https://openalex.org/W2129815737","doi":"https://doi.org/10.1109/hpdc.2006.1652135","mag":"2129815737"},"language":"en","primary_location":{"id":"doi:10.1109/hpdc.2006.1652135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpdc.2006.1652135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 15th IEEE International Conference on High Performance Distributed Computing","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/A5108479300","display_name":"I\u2010Hsin Chung","orcid":"https://orcid.org/0000-0003-4555-9257"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"I.-H. Chung","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA","IBM Thomas J. Watson Research Center Yorktown Heights, NY#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM Thomas J. Watson Research Center Yorktown Heights, NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113657683","display_name":"Jeffrey K. Hollingsworth","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.K. Hollingsworth","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park, MD, USA","University of Maryland, College Park"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"University of Maryland, College Park","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108479300"],"corresponding_institution_ids":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"],"apc_list":null,"apc_paid":null,"fwci":1.9512,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.86050207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"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":1.0,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994000196456909,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9990000128746033,"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":0.7877296805381775},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.776168942451477},{"id":"https://openalex.org/keywords/performance-tuning","display_name":"Performance tuning","score":0.5821839570999146},{"id":"https://openalex.org/keywords/harmony","display_name":"Harmony (color)","score":0.567398726940155},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.5393697023391724},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5209904313087463},{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.49749496579170227},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32825392484664917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1352262794971466},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12434804439544678},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10801544785499573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877296805381775},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.776168942451477},{"id":"https://openalex.org/C2777138346","wikidata":"https://www.wikidata.org/wiki/Q1714153","display_name":"Performance tuning","level":2,"score":0.5821839570999146},{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.567398726940155},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.5393697023391724},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5209904313087463},{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.49749496579170227},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32825392484664917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1352262794971466},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12434804439544678},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10801544785499573},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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":1,"locations":[{"id":"doi:10.1109/hpdc.2006.1652135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpdc.2006.1652135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 15th IEEE International Conference on High Performance Distributed Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.8500000238418579,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"},{"id":"https://openalex.org/F4320332222","display_name":"University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W90568776","https://openalex.org/W1545893079","https://openalex.org/W1569090332","https://openalex.org/W1964031104","https://openalex.org/W1974910153","https://openalex.org/W1981809523","https://openalex.org/W1990257473","https://openalex.org/W2004227903","https://openalex.org/W2006208744","https://openalex.org/W2018881311","https://openalex.org/W2088249411","https://openalex.org/W2099625934","https://openalex.org/W2102182691","https://openalex.org/W2103414666","https://openalex.org/W2109595453","https://openalex.org/W2111374036","https://openalex.org/W2121253712","https://openalex.org/W2126831426","https://openalex.org/W2131322190","https://openalex.org/W2135653967","https://openalex.org/W2136628731","https://openalex.org/W2137106010","https://openalex.org/W2150247853","https://openalex.org/W2154257168","https://openalex.org/W2162404488","https://openalex.org/W2165944824","https://openalex.org/W2171074980","https://openalex.org/W2173480936","https://openalex.org/W3136479147","https://openalex.org/W4243056773","https://openalex.org/W6678935712","https://openalex.org/W6680236213"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W3168986600","https://openalex.org/W2900874060"],"abstract_inverted_index":{"Active":[0,19,50,103,128],"Harmony":[1,20,51,104,129],"is":[2,98,105,131],"an":[3],"automated":[4,138],"runtime":[5],"performance":[6,24,139],"tuning":[7,33,44,83,140],"system.":[8],"In":[9],"this":[10],"paper":[11],"we":[12],"describe":[13],"several":[14],"case":[15],"studies":[16],"of":[17,118],"using":[18,79],"to":[21,59,65,71,101,107,115,137],"improve":[22,108],"the":[23,32,45,56,67,74,82,89,95,127],"for":[25,141],"scientific":[26,142],"libraries":[27,143],"and":[28,47,64,92,134,144],"applications.":[29],"We":[30],"improved":[31],"mechanism":[34],"so":[35],"it":[36],"can":[37],"work":[38],"iteratively":[39],"with":[40],"benchmarking":[41],"runs.":[42],"By":[43],"computation":[46],"data":[48],"distribution,":[49],"helps":[52],"applications":[53,145],"that":[54,86,126],"utilize":[55],"PETSc":[57],"library":[58],"achieve":[60],"better":[61],"load":[62],"balance":[63],"reduce":[66],"execution":[68,96],"time":[69,97],"up":[70,100,114],"18%.":[72],"For":[73],"climate":[75],"simulation":[76],"application":[77],"POP":[78],"480":[80],"processors,":[81],"results":[84,124],"show":[85,125],"by":[87],"changing":[88],"block":[90],"size":[91],"parameter":[93],"values,":[94],"reduced":[99],"16.7%.":[102],"able":[106],"GS2,":[109],"a":[110,116,132],"plasma":[111],"physics":[112],"code,":[113],"factor":[117],"5.1":[119],"times":[120],"faster.":[121],"The":[122],"experiment":[123],"system":[130],"feasible":[133],"useful":[135],"tool":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
