{"id":"https://openalex.org/W1969127692","doi":"https://doi.org/10.1145/2513456.2513473","title":"Evaluating the acceleration of typical scientific problems on the GPU","display_name":"Evaluating the acceleration of typical scientific problems on the GPU","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W1969127692","doi":"https://doi.org/10.1145/2513456.2513473","mag":"1969127692"},"language":"en","primary_location":{"id":"doi:10.1145/2513456.2513473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2513456.2513473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference","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/A5067782008","display_name":"Dale Tristram","orcid":null},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Dale Tristram","raw_affiliation_strings":["Rhodes University, Grahamstown, South Africa","Rhodes University,, Grahamstown, South Africa"],"affiliations":[{"raw_affiliation_string":"Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Rhodes University,, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072797821","display_name":"Karen Bradshaw","orcid":"https://orcid.org/0000-0003-3979-5675"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Karen Bradshaw","raw_affiliation_strings":["Rhodes University, Grahamstown, South Africa","Rhodes University,, Grahamstown, South Africa"],"affiliations":[{"raw_affiliation_string":"Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Rhodes University,, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067782008"],"corresponding_institution_ids":["https://openalex.org/I203238179"],"apc_list":null,"apc_paid":null,"fwci":0.3152,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57173467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9948999881744385,"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":0.9948999881744385,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9905999898910522,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9839000105857849,"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/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.9134323596954346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8440039157867432},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.799416184425354},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.6454218029975891},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5047785043716431},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.4818740785121918},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.47395777702331543},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.42963969707489014},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2241285741329193},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.1421610713005066}],"concepts":[{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.9134323596954346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8440039157867432},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.799416184425354},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.6454218029975891},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5047785043716431},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4818740785121918},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.47395777702331543},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.42963969707489014},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2241285741329193},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.1421610713005066},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical 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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2513456.2513473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2513456.2513473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307083","display_name":"Tellabs","ror":"https://ror.org/03pbzwf28"},{"id":"https://openalex.org/F4320320683","display_name":"Rhodes University","ror":"https://ror.org/016sewp10"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W55281820","https://openalex.org/W77393038","https://openalex.org/W2001496424","https://openalex.org/W2016219933","https://openalex.org/W2075289435","https://openalex.org/W2083221501","https://openalex.org/W2087375070","https://openalex.org/W2100751585","https://openalex.org/W2104209065","https://openalex.org/W2118558147","https://openalex.org/W2162707967","https://openalex.org/W3138570118","https://openalex.org/W4250981202"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W2792081825"],"abstract_inverted_index":{"General-purpose":[0],"computation":[1],"on":[2,111],"graphics":[3],"processing":[4],"units":[5],"(GPGPU)":[6],"has":[7],"great":[8],"potential":[9],"to":[10,24,36,38,59,81,101,135],"accelerate":[11,25],"many":[12],"scientific":[13],"models":[14],"and":[15,28,63,153,155],"algorithms.":[16],"However,":[17],"some":[18],"problems":[19,48],"are":[20],"considerably":[21],"more":[22],"difficult":[23,32],"than":[26],"others,":[27],"it":[29],"may":[30],"be":[31,79,133],"for":[33,142],"those":[34],"new":[35,82],"GPGPU":[37,159],"ascertain":[39],"the":[40,71,91,105,124,157],"difficulty":[41,53,106,128],"of":[42,49,52,57,74,84,93,107,126],"accelerating":[43,108],"a":[44,109,112,127,143],"particular":[45],"problem.":[46],"Additionally,":[47],"different":[50,72],"levels":[51,73],"require":[54],"varying":[55],"complexities":[56],"optimisations":[58],"achieve":[60],"satisfactory":[61],"results,":[62],"currently":[64],"there":[65],"is":[66,140],"no":[67],"clear":[68],"separation":[69],"between":[70],"known":[75],"optimisations,":[76,154],"which":[77],"would":[78],"helpful":[80],"users":[83],"GPGPU.":[85],"Through":[86],"what":[87],"was":[88],"learned":[89],"in":[90,103,149],"acceleration":[92,139,146],"three":[94],"problems,":[95],"problem":[96,110],"attributes":[97,121],"have":[98],"been":[99],"identified":[100],"assist":[102],"evaluating":[104],"GPU.":[113],"We":[114],"envisage":[115],"that":[116,131],"with":[117],"further":[118],"development,":[119],"these":[120],"could":[122,132],"form":[123],"foundation":[125],"classification":[129],"system":[130],"used":[134],"determine":[136],"whether":[137],"GPU":[138,145],"practical":[141],"candidate":[144],"problem,":[147],"aid":[148],"identifying":[150],"appropriate":[151],"techniques":[152],"outline":[156],"required":[158],"knowledge.":[160]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}