{"id":"https://openalex.org/W2129817693","doi":"https://doi.org/10.1109/pads.2011.5936751","title":"Pseudo-Random Number Generation on GP-GPU","display_name":"Pseudo-Random Number Generation on GP-GPU","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2129817693","doi":"https://doi.org/10.1109/pads.2011.5936751","mag":"2129817693"},"language":"en","primary_location":{"id":"doi:10.1109/pads.2011.5936751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pads.2011.5936751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Workshop on Principles of Advanced and Distributed Simulation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01083185","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016715565","display_name":"Jonathan Passerat\u2010Palmbach","orcid":"https://orcid.org/0000-0003-3178-9502"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I198244214","display_name":"Universit\u00e9 Clermont Auvergne","ror":"https://ror.org/01a8ajp46","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jonathan Passerat-Palmbach","raw_affiliation_strings":["Clermont Universit\u00e9, Clermont Ferrand, France","UMR 6158, CNRS/Universit\u00e9 Blaise Pascal, Limos, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clermont Universit\u00e9, Clermont Ferrand, France","institution_ids":["https://openalex.org/I198244214"]},{"raw_affiliation_string":"UMR 6158, CNRS/Universit\u00e9 Blaise Pascal, Limos, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I198244214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069793023","display_name":"Claude Mazel","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I198244214","display_name":"Universit\u00e9 Clermont Auvergne","ror":"https://ror.org/01a8ajp46","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Claude Mazel","raw_affiliation_strings":["Clermont Universit\u00e9, Clermont Ferrand, France","UMR 6158, CNRS/Universit\u00e9 Blaise Pascal, Limos, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clermont Universit\u00e9, Clermont Ferrand, France","institution_ids":["https://openalex.org/I198244214"]},{"raw_affiliation_string":"UMR 6158, CNRS/Universit\u00e9 Blaise Pascal, Limos, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I198244214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108125366","display_name":"David R.C. Hill","orcid":"https://orcid.org/0000-0003-2820-2766"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I198244214","display_name":"Universit\u00e9 Clermont Auvergne","ror":"https://ror.org/01a8ajp46","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David R. C. Hill","raw_affiliation_strings":["Clermont Universit\u00e9, Clermont Ferrand, France","UMR 6158, CNRS/Universit\u00e9 Blaise Pascal, Limos, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clermont Universit\u00e9, Clermont Ferrand, France","institution_ids":["https://openalex.org/I198244214"]},{"raw_affiliation_string":"UMR 6158, CNRS/Universit\u00e9 Blaise Pascal, Limos, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I198244214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9987000226974487,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9980000257492065,"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/computer-science","display_name":"Computer science","score":0.805284857749939},{"id":"https://openalex.org/keywords/random-number-generation","display_name":"Random number generation","score":0.6414545774459839},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6172055602073669},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.6001096367835999},{"id":"https://openalex.org/keywords/random-variate","display_name":"Random variate","score":0.5954486727714539},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5613028407096863},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.4688093960285187},{"id":"https://openalex.org/keywords/stochastic-simulation","display_name":"Stochastic simulation","score":0.4205305576324463},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.4189678132534027},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3602074682712555},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2968188524246216},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.20440390706062317},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.11969494819641113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11196878552436829}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.805284857749939},{"id":"https://openalex.org/C201866948","wikidata":"https://www.wikidata.org/wiki/Q228206","display_name":"Random number generation","level":2,"score":0.6414545774459839},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6172055602073669},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.6001096367835999},{"id":"https://openalex.org/C141547133","wikidata":"https://www.wikidata.org/wiki/Q7291996","display_name":"Random variate","level":3,"score":0.5954486727714539},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5613028407096863},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4688093960285187},{"id":"https://openalex.org/C25915931","wikidata":"https://www.wikidata.org/wiki/Q4180825","display_name":"Stochastic simulation","level":2,"score":0.4205305576324463},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.4189678132534027},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3602074682712555},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2968188524246216},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.20440390706062317},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.11969494819641113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11196878552436829},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pads.2011.5936751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pads.2011.5936751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Workshop on Principles of Advanced and Distributed Simulation","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01083185v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01083185","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE/ACM/SCS Workshop on Principles of Advanced and Distributed Simulation, Jun 2011, Nice, France. &#x27E8;10.1109/PADS.2011.5936751&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01083185v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01083185","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE/ACM/SCS Workshop on Principles of Advanced and Distributed Simulation, Jun 2011, Nice, France. &#x27E8;10.1109/PADS.2011.5936751&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323038","display_name":"Conseil R\u00e9gional d'Auvergne","ror":"https://ror.org/03b7vrw33"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W623509844","https://openalex.org/W1517403092","https://openalex.org/W1590146790","https://openalex.org/W1623768750","https://openalex.org/W1678662003","https://openalex.org/W1762731526","https://openalex.org/W1797634622","https://openalex.org/W1963898916","https://openalex.org/W1971665461","https://openalex.org/W1985437717","https://openalex.org/W2004742432","https://openalex.org/W2007153925","https://openalex.org/W2018770205","https://openalex.org/W2028579627","https://openalex.org/W2035093001","https://openalex.org/W2046313120","https://openalex.org/W2061379937","https://openalex.org/W2095595785","https://openalex.org/W2105531809","https://openalex.org/W2118097820","https://openalex.org/W2120105248","https://openalex.org/W2123577276","https://openalex.org/W2125719594","https://openalex.org/W2175102988","https://openalex.org/W2215518573","https://openalex.org/W2243133321","https://openalex.org/W2399715892","https://openalex.org/W2481777865","https://openalex.org/W3213084269","https://openalex.org/W4240267682","https://openalex.org/W4243494487","https://openalex.org/W4243879196","https://openalex.org/W6634928276","https://openalex.org/W6637469392","https://openalex.org/W6661801270","https://openalex.org/W6825343983"],"related_works":["https://openalex.org/W2020279179","https://openalex.org/W2503137108","https://openalex.org/W2119534391","https://openalex.org/W1966576946","https://openalex.org/W2023770367","https://openalex.org/W2062253548","https://openalex.org/W2393490604","https://openalex.org/W2393707426","https://openalex.org/W2765743988","https://openalex.org/W2146871484"],"abstract_inverted_index":{"Random":[0],"number":[1],"generation":[2],"is":[3],"a":[4,79,117],"key":[5],"element":[6],"of":[7,68,92,108,119,131],"stochastic":[8,39,133],"simulations.":[9,40,134],"It":[10,76],"has":[11,95],"been":[12,97],"widely":[13],"studied":[14],"for":[15],"sequential":[16],"applications":[17,42],"purposes,":[18],"enabling":[19],"us":[20],"to":[21,49,66,87,123],"reliably":[22],"use":[23],"pseudo-random":[24],"numbers":[25],"in":[26,74,78,128],"this":[27],"case.":[28],"Unfortunately,":[29],"we":[30,102],"cannot":[31],"be":[32,85],"so":[33],"enthusiastic":[34],"when":[35,90],"dealing":[36],"with":[37,116],"parallel":[38,54],"Many":[41],"still":[43],"neglect":[44],"random":[45,93,126],"stream":[46],"parallelization,":[47],"leading":[48],"potentially":[50],"biased":[51],"results.":[52],"Particular":[53],"execution":[55],"platforms,":[56],"such":[57],"as":[58],"Graphics":[59],"Processing":[60],"Units":[61],"(GPUs),":[62],"add":[63],"their":[64],"constraints":[65],"those":[67],"Pseudo-Random":[69],"Number":[70],"Generators":[71],"(PRNGs)":[72],"used":[73],"parallel.":[75],"results":[77],"situation":[80],"where":[81],"potential":[82],"biases":[83],"can":[84],"combined":[86],"performance":[88],"drops":[89],"parallelization":[91],"streams":[94],"not":[96],"carried":[98],"out":[99],"rigorously.":[100],"Here,":[101],"propose":[103],"criteria":[104],"guiding":[105],"the":[106,120,129],"design":[107],"good":[109],"GPU-enabled":[110,132],"PRNGs.":[111],"We":[112],"enhance":[113],"our":[114],"comments":[115],"study":[118],"techniques":[121],"aiming":[122],"correctly":[124],"parallelize":[125],"streams,":[127],"context":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
