{"id":"https://openalex.org/W2014661416","doi":"https://doi.org/10.1109/hpcsim.2014.6903670","title":"Analysis of classic algorithms on GPUs","display_name":"Analysis of classic algorithms on GPUs","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2014661416","doi":"https://doi.org/10.1109/hpcsim.2014.6903670","mag":"2014661416"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2014.6903670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2014.6903670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on High Performance Computing & Simulation (HPCS)","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/A5072023220","display_name":"Lin Ma","orcid":"https://orcid.org/0000-0001-9626-8754"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lin Ma","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis","[Department of Computer Science and Engineering, Washington University in St. Louis, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"[Department of Computer Science and Engineering, Washington University in St. Louis, USA]","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006814645","display_name":"Roger D. Chamberlain","orcid":"https://orcid.org/0000-0002-7207-6106"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roger D. Chamberlain","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis","[Department of Computer Science and Engineering, Washington University in St. Louis, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"[Department of Computer Science and Engineering, Washington University in St. Louis, USA]","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035990793","display_name":"Kunal Agrawal","orcid":"https://orcid.org/0000-0001-5882-6647"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kunal Agrawal","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis","[Department of Computer Science and Engineering, Washington University in St. Louis, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"[Department of Computer Science and Engineering, Washington University in St. Louis, USA]","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072023220"],"corresponding_institution_ids":["https://openalex.org/I204465549"],"apc_list":null,"apc_paid":null,"fwci":4.2285,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94313435,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":1.0,"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"}},{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983000159263611,"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":0.857181966304779},{"id":"https://openalex.org/keywords/merge-sort","display_name":"Merge sort","score":0.7219398617744446},{"id":"https://openalex.org/keywords/string-searching-algorithm","display_name":"String searching algorithm","score":0.588634192943573},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.561082124710083},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5514888167381287},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5218845009803772},{"id":"https://openalex.org/keywords/out-of-core-algorithm","display_name":"Out-of-core algorithm","score":0.5155758261680603},{"id":"https://openalex.org/keywords/locality-of-reference","display_name":"Locality of reference","score":0.4601593017578125},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.4467867612838745},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4451926648616791},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4425917863845825},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.43593835830688477},{"id":"https://openalex.org/keywords/pattern-matching","display_name":"Pattern matching","score":0.3007987439632416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20014160871505737},{"id":"https://openalex.org/keywords/sorting-algorithm","display_name":"Sorting algorithm","score":0.17303070425987244},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.10775616765022278}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.857181966304779},{"id":"https://openalex.org/C35555965","wikidata":"https://www.wikidata.org/wiki/Q189057","display_name":"Merge sort","level":4,"score":0.7219398617744446},{"id":"https://openalex.org/C7757238","wikidata":"https://www.wikidata.org/wiki/Q374040","display_name":"String searching algorithm","level":3,"score":0.588634192943573},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.561082124710083},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5514888167381287},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5218845009803772},{"id":"https://openalex.org/C79470037","wikidata":"https://www.wikidata.org/wiki/Q279748","display_name":"Out-of-core algorithm","level":2,"score":0.5155758261680603},{"id":"https://openalex.org/C27602214","wikidata":"https://www.wikidata.org/wiki/Q1868547","display_name":"Locality of reference","level":3,"score":0.4601593017578125},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.4467867612838745},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4451926648616791},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4425917863845825},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.43593835830688477},{"id":"https://openalex.org/C68859911","wikidata":"https://www.wikidata.org/wiki/Q1503724","display_name":"Pattern matching","level":2,"score":0.3007987439632416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20014160871505737},{"id":"https://openalex.org/C108094655","wikidata":"https://www.wikidata.org/wiki/Q181593","display_name":"Sorting algorithm","level":3,"score":0.17303070425987244},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.10775616765022278},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hpcsim.2014.6903670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2014.6903670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on High Performance Computing & Simulation (HPCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.434.4639","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.434.4639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ccrc.wustl.edu/~roger/papers/mca14b.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W73629738","https://openalex.org/W103797413","https://openalex.org/W1655990431","https://openalex.org/W1766349993","https://openalex.org/W1983929828","https://openalex.org/W1985291160","https://openalex.org/W2004618348","https://openalex.org/W2007000019","https://openalex.org/W2015326607","https://openalex.org/W2028145761","https://openalex.org/W2038142281","https://openalex.org/W2045271686","https://openalex.org/W2072637458","https://openalex.org/W2097077875","https://openalex.org/W2108600626","https://openalex.org/W2115654888","https://openalex.org/W2116508956","https://openalex.org/W2118127549","https://openalex.org/W2118558147","https://openalex.org/W2119547137","https://openalex.org/W2127007746","https://openalex.org/W2130336316","https://openalex.org/W2142495779","https://openalex.org/W2142769604","https://openalex.org/W2153495590","https://openalex.org/W2156467710","https://openalex.org/W2158874082","https://openalex.org/W2167334577","https://openalex.org/W2616131264","https://openalex.org/W2946046356","https://openalex.org/W2949619969","https://openalex.org/W3147878143","https://openalex.org/W6677013061","https://openalex.org/W6678107477"],"related_works":["https://openalex.org/W2391869607","https://openalex.org/W2156467710","https://openalex.org/W2587887956","https://openalex.org/W2159112912","https://openalex.org/W1905767204","https://openalex.org/W2293727009","https://openalex.org/W4240815469","https://openalex.org/W2061304722","https://openalex.org/W2014661416","https://openalex.org/W3176075554"],"abstract_inverted_index":{"The":[0,48],"recently":[1],"developed":[2],"Threaded":[3],"Many-core":[4],"Memory":[5],"(TMM)":[6],"model":[7,50,61,147],"provides":[8],"a":[9,39],"framework":[10],"for":[11,14,87,94],"analyzing":[12],"algorithms":[13,86,135],"highly-threaded":[15],"many-core":[16],"machines":[17,31],"such":[18],"as":[19],"GPUs.":[20,141],"In":[21,73],"particular,":[22],"it":[23,66],"tries":[24],"to":[25,150],"capture":[26],"the":[27,36,78,81,112,115,118,131,145,161],"fact":[28],"that":[29,144],"these":[30,134],"hide":[32],"memory":[33,46,58],"latencies":[34],"via":[35],"use":[37],"of":[38,42,80,114,121,133,139],"large":[40,45],"number":[41],"threads":[43],"and":[44,57,69,104,110,123,129,153,158],"bandwidth.":[47],"TMM":[49,82,146],"analysis":[51,116],"contains":[52],"two":[53],"components:":[54],"computational":[55],"complexity":[56],"complexity.":[59],"A":[60],"is":[62,148],"only":[63],"useful":[64],"if":[65],"can":[67],"explain":[68],"predict":[70,151],"empirical":[71],"data.":[72,163],"this":[74,108],"work,":[75],"we":[76],"investigate":[77],"effectiveness":[79],"model.":[83],"We":[84,142],"analyze":[85],"5":[88],"classic":[89],"problems":[90],"-":[91],"suffix":[92],"tree/array":[93],"string":[95],"matching,":[96],"fast":[97],"Fourier":[98],"transform,":[99],"merge":[100],"sort,":[101],"list":[102],"ranking,":[103],"all-pairs":[105],"shortest":[106],"paths-under":[107],"model,":[109],"compare":[111],"results":[113],"with":[117],"experimental":[119,162],"findings":[120],"ours":[122],"other":[124],"researchers":[125],"who":[126],"have":[127],"implemented":[128],"measured":[130],"performance":[132],"on":[136],"an":[137],"spectrum":[138],"diverse":[140],"find":[143],"able":[149],"important":[152],"sometimes":[154],"previously":[155],"unexplained":[156],"trends":[157],"artifacts":[159],"in":[160]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}