{"id":"https://openalex.org/W2071270651","doi":"https://doi.org/10.1109/hipc.2011.6152719","title":"Parallel implementation of MOPSO on GPU using OpenCL and CUDA","display_name":"Parallel implementation of MOPSO on GPU using OpenCL and CUDA","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W2071270651","doi":"https://doi.org/10.1109/hipc.2011.6152719","mag":"2071270651"},"language":"en","primary_location":{"id":"doi:10.1109/hipc.2011.6152719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc.2011.6152719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th International Conference on High Performance 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/A5072185742","display_name":"Jambhlekar Pushkar Arun","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jambhlekar Pushkar Arun","raw_affiliation_strings":["E&CE Department, Indian Institute of Technology Roorkee, India","E&CE Department, IIT, Roorkee, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E&CE Department, Indian Institute of Technology Roorkee, India","institution_ids":["https://openalex.org/I154851008"]},{"raw_affiliation_string":"E&CE Department, IIT, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032385280","display_name":"Manoj Kumar Mishra","orcid":"https://orcid.org/0000-0003-2747-3388"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Mishra","raw_affiliation_strings":["E&CE Department, Indian Institute of Technology Roorkee, India","E&CE Department, IIT, Roorkee, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E&CE Department, Indian Institute of Technology Roorkee, India","institution_ids":["https://openalex.org/I154851008"]},{"raw_affiliation_string":"E&CE Department, IIT, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018736811","display_name":"Sheshasayee V. Subramaniam","orcid":null},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheshasayee V. Subramaniam","raw_affiliation_strings":["High Performance Computing Laboratory, IBM STG India, India","High Performance Computing Lab, IBM STG India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"High Performance Computing Laboratory, IBM STG India, India","institution_ids":[]},{"raw_affiliation_string":"High Performance Computing Lab, IBM STG India","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7586,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.87094473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9986000061035156,"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/T12288","display_name":"Optimization and Search Problems","score":0.9889000058174133,"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/cuda","display_name":"CUDA","score":0.8818080425262451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8733282089233398},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7958083152770996},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7146050930023193},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6781171560287476},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.5423709750175476},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4798019230365753},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.33143264055252075},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.09985989332199097},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09522700309753418},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06699183583259583}],"concepts":[{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.8818080425262451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8733282089233398},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7958083152770996},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7146050930023193},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6781171560287476},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.5423709750175476},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4798019230365753},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.33143264055252075},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.09985989332199097},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09522700309753418},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06699183583259583}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hipc.2011.6152719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc.2011.6152719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th International Conference on High Performance Computing","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":16,"referenced_works":["https://openalex.org/W1036195498","https://openalex.org/W1558500582","https://openalex.org/W1748556020","https://openalex.org/W1971443922","https://openalex.org/W2012760181","https://openalex.org/W2033630480","https://openalex.org/W2040919914","https://openalex.org/W2110810407","https://openalex.org/W2123541507","https://openalex.org/W2123808725","https://openalex.org/W2134954564","https://openalex.org/W2152195021","https://openalex.org/W2152551290","https://openalex.org/W2163652907","https://openalex.org/W6637864527","https://openalex.org/W6684312232"],"related_works":["https://openalex.org/W1973046741","https://openalex.org/W2983282793","https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W1500978221","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221"],"abstract_inverted_index":{"GPUs":[0],"have":[1,80,90],"brought":[2],"supercomputing-at-desk":[3],"by":[4,147],"offering":[5],"hundreds":[6],"of":[7,56,73,78,87,95,106,115,127,136],"processing":[8],"cores":[9],"at":[10],"a":[11,157],"very":[12],"cheap":[13],"cost.":[14],"This":[15],"has":[16,60,130],"motivated":[17],"researchers":[18,63,89],"to":[19,25,44,65],"implement":[20,162],"and":[21,36,68,92,112,161],"test":[22],"parallel":[23,76,123,152,158,178],"solutions":[24],"compute-intensive":[26],"problems":[27,33],"on":[28,97,108],"GPU.":[29,98],"Most":[30],"real-world":[31],"optimization":[32,47,52],"are":[34,41],"NP-hard":[35],"therefore":[37],"compute":[38],"intensive.":[39],"Meta-heuristics":[40],"frequently":[42],"used":[43],"solve":[45],"these":[46,151],"problems.":[48],"Multi-Objective":[49],"particle":[50],"swarm":[51],"(MOPSO)":[53],"is":[54],"one":[55],"the":[57,88,116,167,177,183],"Meta-heuristic":[58],"that":[59,142,176],"attracted":[61],"many":[62,75],"due":[64],"its":[66],"accuracy":[67],"simplicity.":[69],"In":[70,99],"last":[71],"couple":[72],"years,":[74],"implementations":[77,129],"MOPSO":[79,96,107,137,163],"been":[81,131],"proposed":[82,168],"in":[83,164],"literature.":[84],"However":[85],"none":[86],"implemented":[91],"tested":[93],"performance":[94,126,143],"this":[100],"paper,":[101],"we":[102],"describe":[103],"our":[104],"implementation":[105,135],"GPU":[109,119,165],"using":[110,150,171],"CUDA":[111],"OpenCL,":[113],"two":[114],"most":[117],"popular":[118],"frameworks":[120],"for":[121],"writing":[122],"applications.":[124],"The":[125],"both":[128],"compared":[132],"with":[133,166],"sequential":[134],"through":[138],"simulations.":[139],"Results":[140],"show":[141,175],"can":[144],"be":[145],"improved":[146],"90":[148],"percent":[149],"implementations.":[153],"We":[154],"then":[155],"present":[156],"archiving":[159,169,179],"technique":[160,170,180],"CUDA.":[172],"Simulation":[173],"results":[174],"further":[181],"improves":[182],"speedup.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}