{"id":"https://openalex.org/W2755264124","doi":"https://doi.org/10.1109/hpcs.2017.27","title":"Implementation and Performance of a GPU-Based Monte-Carlo Framework for Determining Design Ice Load","display_name":"Implementation and Performance of a GPU-Based Monte-Carlo Framework for Determining Design Ice Load","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2755264124","doi":"https://doi.org/10.1109/hpcs.2017.27","mag":"2755264124"},"language":"en","primary_location":{"id":"doi:10.1109/hpcs.2017.27","doi":"https://doi.org/10.1109/hpcs.2017.27","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs.2017.27","pdf_url":null,"source":{"id":"https://openalex.org/S7407088274","display_name":"International Conference on High Performance Computing & Simulation (HPCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on High Performance Computing & Simulation (HPCS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5038998370","display_name":"Sara Ayubian","orcid":"https://orcid.org/0009-0004-4923-0226","observed_orcids":["https://orcid.org/0009-0004-4923-0226"]},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sara Ayubian","raw_affiliation_strings":["Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005486222","display_name":"Shadi G. Alawneh","orcid":"https://orcid.org/0000-0002-3360-9440","observed_orcids":["https://orcid.org/0000-0002-3360-9440"]},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shadi Alawneh","raw_affiliation_strings":["Civil Engineering Department, Memorial University of Newfoundland, st. John's, NL, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Memorial University of Newfoundland, st. John's, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108647032","display_name":"Mart\u00edn Richard","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Richard","raw_affiliation_strings":["Electrical and Computer Department, Oakland University, Rochester, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Department, Oakland University, Rochester, MI, USA","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078284533","display_name":"Jan Willem Thijssen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210128769","display_name":"Centre For Cold Ocean Resources Engineering","ror":"https://ror.org/03bqa4029","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210128769"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jan Thij ssen","raw_affiliation_strings":["C-Core, St. John's, NL, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-Core, St. John's, NL, Canada","institution_ids":["https://openalex.org/I4210128769"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5053,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58564849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"94","issue":null,"first_page":"109","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9916999936103821,"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":0.9916999936103821,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.0027000000700354576,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.0003000000142492354,"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/gpu-computing","display_name":"GPU computing","score":0.8149999976158142},{"id":"https://openalex.org/keywords/monte-carlo-simulation","display_name":"Monte Carlo simulation","score":0.9539999961853027},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.777999997138977},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"parallel computing","score":0.8840000033378601},{"id":"https://openalex.org/keywords/speedup","display_name":"speedup","score":0.6859999895095825},{"id":"https://openalex.org/keywords/openmp","display_name":"OpenMP","score":0.6110000014305115},{"id":"https://openalex.org/keywords/high-performance-computing","display_name":"high-performance computing","score":0.578000009059906},{"id":"https://openalex.org/keywords/offshore-structures","display_name":"offshore structures","score":0.3919999897480011}],"concepts":[{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.9083460569381714},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8402957916259766},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.7749243974685669},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7603462934494019},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.65636146068573},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.6465054750442505},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6407524347305298},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.5065573453903198},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.49098828434944153},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.45908939838409424},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4579774737358093},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4574531614780426},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.4417254626750946},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.4280550181865692},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.13948491215705872},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12984859943389893},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcs.2017.27","doi":"https://doi.org/10.1109/hpcs.2017.27","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs.2017.27","pdf_url":null,"source":{"id":"https://openalex.org/S7407088274","display_name":"International Conference on High Performance Computing & Simulation (HPCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on High Performance Computing & Simulation (HPCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W643803686","https://openalex.org/W1581487104","https://openalex.org/W1996572675","https://openalex.org/W2037139490","https://openalex.org/W2056760934","https://openalex.org/W2062814066","https://openalex.org/W2071947710","https://openalex.org/W2093730191","https://openalex.org/W2110401950","https://openalex.org/W2123076475","https://openalex.org/W2128422078","https://openalex.org/W2159481344","https://openalex.org/W2162602080","https://openalex.org/W2176857686","https://openalex.org/W2255850722","https://openalex.org/W2267513979","https://openalex.org/W2543176106","https://openalex.org/W2570612679","https://openalex.org/W3000120212","https://openalex.org/W4206116830"],"related_works":["https://openalex.org/W2806898911","https://openalex.org/W2570612679","https://openalex.org/W2558876588","https://openalex.org/W2090083710","https://openalex.org/W2992738696","https://openalex.org/W2104557554","https://openalex.org/W603936557","https://openalex.org/W1964030495","https://openalex.org/W2265492047","https://openalex.org/W407891863"],"abstract_inverted_index":{"Modern":[0],"Graphics":[1],"Processing":[2],"Units":[3],"(GPUs)":[4],"with":[5],"massive":[6],"number":[7],"of":[8,28,36,70,89,109],"threads":[9],"and":[10,16,31,64,87],"many-core":[11],"architecture":[12,24],"support":[13],"both":[14,62],"graphics":[15],"general":[17],"purpose":[18],"computing.":[19],"NVIDIA's":[20],"compute":[21],"unified":[22],"device":[23],"(CUDA)":[25],"takes":[26],"advantage":[27],"parallel":[29],"computing":[30,45],"utilizes":[32],"the":[33,76,95,110],"tremendous":[34],"power":[35],"GPUs.":[37],"The":[38,106],"present":[39],"study":[40],"demonstrates":[41],"a":[42,49,68,100],"high":[43],"performance":[44],"(HPC)":[46],"framework":[47],"for":[48,75,94],"Monte-Carlo":[50],"simulation":[51],"to":[52,72,91,120],"determine":[53],"design":[54],"sea":[55],"ice":[56],"loads":[57],"which":[58],"is":[59],"implemented":[60],"in":[61],"GPU":[63,104],"CPU.":[65],"Results":[66],"show":[67],"speedup":[69,88],"up":[71,90],"130":[73],"times":[74,93],"4":[77,96],"Tesla":[78,97,102],"K80":[79,98,103],"GPUs":[80],"over":[81,99],"an":[82],"optimized":[83],"CPU":[84],"OpenMP":[85],"implementation":[86],"8":[92],"single":[101],"implementation.":[105],"elapsed":[107],"time":[108],"different":[111],"implementations":[112],"has":[113],"been":[114],"reduced":[115],"from":[116],"about":[117],"2.5":[118],"hours":[119],"0.7":[121],"seconds.":[122]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2017-09-25T00:00:00"}