{"id":"https://openalex.org/W4389042002","doi":"https://doi.org/10.1109/csit61576.2023.10324243","title":"Performance of the Modern Parallel Programming Approaches: A Case Study","display_name":"Performance of the Modern Parallel Programming Approaches: A Case Study","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4389042002","doi":"https://doi.org/10.1109/csit61576.2023.10324243"},"language":"en","primary_location":{"id":"doi:10.1109/csit61576.2023.10324243","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324243","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","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/A5091559128","display_name":"Volodymyr Fedynyak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165738","display_name":"Ukrainian Catholic University","ror":"https://ror.org/05tt5nr09","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210165738"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Volodymyr Fedynyak","raw_affiliation_strings":["Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine","institution_ids":["https://openalex.org/I4210165738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029484385","display_name":"Oleksa Hryniv","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165738","display_name":"Ukrainian Catholic University","ror":"https://ror.org/05tt5nr09","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210165738"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksa Hryniv","raw_affiliation_strings":["Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine","institution_ids":["https://openalex.org/I4210165738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065153262","display_name":"Bohdan Vey","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165738","display_name":"Ukrainian Catholic University","ror":"https://ror.org/05tt5nr09","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210165738"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Bohdan Vey","raw_affiliation_strings":["Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine","institution_ids":["https://openalex.org/I4210165738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007630818","display_name":"Oleg Farenyuk","orcid":"https://orcid.org/0000-0002-0762-2377"},"institutions":[{"id":"https://openalex.org/I4210165738","display_name":"Ukrainian Catholic University","ror":"https://ror.org/05tt5nr09","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210165738"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleg Farenyuk","raw_affiliation_strings":["Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Ukrainian Catholic University,Faculty of Applied Sciences,L’viv,Ukraine","institution_ids":["https://openalex.org/I4210165738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091559128"],"corresponding_institution_ids":["https://openalex.org/I4210165738"],"apc_list":null,"apc_paid":null,"fwci":0.4024,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63264169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9973000288009644,"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/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.991100013256073,"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/cuda","display_name":"CUDA","score":0.8875465393066406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8160308599472046},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6594488620758057},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6220558285713196},{"id":"https://openalex.org/keywords/wilcoxon-signed-rank-test","display_name":"Wilcoxon signed-rank test","score":0.47496768832206726},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.47203364968299866},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4587154686450958},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.44691285490989685},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.41405200958251953},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.32806530594825745},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24345743656158447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11173191666603088},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11139044165611267}],"concepts":[{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.8875465393066406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8160308599472046},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6594488620758057},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6220558285713196},{"id":"https://openalex.org/C206041023","wikidata":"https://www.wikidata.org/wiki/Q1751970","display_name":"Wilcoxon signed-rank test","level":3,"score":0.47496768832206726},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.47203364968299866},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4587154686450958},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.44691285490989685},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.41405200958251953},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.32806530594825745},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24345743656158447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11173191666603088},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11139044165611267},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C12868164","wikidata":"https://www.wikidata.org/wiki/Q1424533","display_name":"Mann\u2013Whitney U test","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit61576.2023.10324243","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324243","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2074716456","https://openalex.org/W2077672232","https://openalex.org/W2135445066","https://openalex.org/W2926767350","https://openalex.org/W2969925465","https://openalex.org/W4200004044","https://openalex.org/W4301229630","https://openalex.org/W4313427969"],"related_works":["https://openalex.org/W3062287","https://openalex.org/W2380390332","https://openalex.org/W2742145873","https://openalex.org/W3152165845","https://openalex.org/W1654043760","https://openalex.org/W3189307731","https://openalex.org/W2949962288","https://openalex.org/W2364686214","https://openalex.org/W1428699136","https://openalex.org/W1998560227"],"abstract_inverted_index":{"This":[0],"research":[1],"is":[2,22,78],"devoted":[3],"to":[4],"a":[5,100],"quantitative":[6],"comparison":[7,104],"of":[8,11,37],"the":[9,25,31,51,111,116],"performance":[10,77,101],"several":[12],"parallel":[13,45],"programming":[14,46],"approaches":[15,133],"and":[16,64,66,75,92,115],"compares":[17],"their":[18,76],"computational":[19],"performance.":[20],"Comparison":[21],"performed":[23,106],"for":[24,110,122],"Computational":[26],"Dynamics":[27],"Problem":[28],"solved":[29],"by":[30],"MacCormack":[32],"scheme.":[33],"Parallel":[34],"computation":[35],"properties":[36],"this":[38],"sample":[39],"problem":[40],"task":[41],"are":[42,73],"well-understood.":[43],"The":[44,103,125],"techniques":[47],"were":[48,88],"chosen":[49],"considering":[50],"recent":[52],"trends":[53],"in":[54],"high-performance":[55],"computing.":[56],"Both":[57],"high-level":[58,142],"framework-based":[59],"implementations":[60,68],"(using":[61],"OneAPI":[62],"DPC++":[63],"ArrayFire)":[65],"low-level":[67],"(based":[69],"on":[70],"CUDA":[71],"C++)":[72],"reviewed":[74],"compared.":[79],"Additionally,":[80],"single":[81],"SMP":[82],"systems":[83],"with":[84],"multiple":[85],"CUDA-capable":[86],"GPUs":[87],"studied":[89],"using":[90,107],"GPUDirect":[91],"Unified":[93],"Memory":[94],"technologies.":[95],"Wall-time":[96],"was":[97,105],"used":[98],"as":[99],"metric.":[102],"Student\u2019s":[108],"t-test":[109],"Gauss-distributed":[112],"experimental":[113],"results":[114,126],"non-parametric":[117],"Wilcoxon":[118],"signed-rank":[119],"test":[120],"\u2013":[121],"other":[123,132],"distributions.":[124],"show":[127],"that":[128],"CUDA-based":[129],"solutions":[130],"outperform":[131],"though":[134],"development":[135],"time":[136],"considerations":[137],"often":[138],"can":[139],"favor":[140],"more":[141],"approaches.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}