{"id":"https://openalex.org/W4390970071","doi":"https://doi.org/10.1109/tpds.2024.3355441","title":"Reproducing Performance of Data-Centric Python by SCC Team From National Tsing Hua University","display_name":"Reproducing Performance of Data-Centric Python by SCC Team From National Tsing Hua University","publication_year":2024,"publication_date":"2024-01-18","ids":{"openalex":"https://openalex.org/W4390970071","doi":"https://doi.org/10.1109/tpds.2024.3355441"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2024.3355441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2024.3355441","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-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/A5057104905","display_name":"Fu-Chiang Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fu-Chiang Chang","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","Department of Computer Science, National Tsing Hua Univeristy, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067971879","display_name":"En-Ming Huang","orcid":"https://orcid.org/0000-0003-2196-2834"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"En-Ming Huang","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","Department of Computer Science, National Tsing Hua Univeristy, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045933064","display_name":"Pin-Yi Kuo","orcid":"https://orcid.org/0009-0004-9394-3020"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pin-Yi Kuo","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","Department of Computer Science, National Tsing Hua Univeristy, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104230562","display_name":"Chan-Yu Mou","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chan-Yu Mou","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","Department of Computer Science, National Tsing Hua Univeristy, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113098609","display_name":"Hsu-Tzu Ting","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsu-Tzu Ting","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","Department of Computer Science, National Tsing Hua Univeristy, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108894547","display_name":"Pang-Ning Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pang-Ning Wu","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","Department of Computer Science, National Tsing Hua Univeristy, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005498754","display_name":"Jerry Chou","orcid":"https://orcid.org/0000-0001-7851-1140"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jerry Chou","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","Department of Computer Science, National Tsing Hua Univeristy, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Hsinchu City, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua Univeristy, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5057104905"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00484675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":"5","first_page":"821","last_page":"825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9991999864578247,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9991999864578247,"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":0.9401000142097473,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9258999824523926,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8720448017120361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8320753574371338},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.7256917357444763},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6010169386863708},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.5450981855392456},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4965527653694153},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4545326828956604},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.45016512274742126},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4117926359176636}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8720448017120361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8320753574371338},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.7256917357444763},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6010169386863708},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.5450981855392456},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4965527653694153},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4545326828956604},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.45016512274742126},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4117926359176636},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2024.3355441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2024.3355441","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2342249984","https://openalex.org/W2510475640","https://openalex.org/W2984305089","https://openalex.org/W2987684178","https://openalex.org/W2988055859","https://openalex.org/W2997591727","https://openalex.org/W3003257820","https://openalex.org/W3035965352","https://openalex.org/W3123205047","https://openalex.org/W6797749210"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W3062287","https://openalex.org/W2380390332","https://openalex.org/W2742145873","https://openalex.org/W3214280620","https://openalex.org/W4245975140","https://openalex.org/W2329539859","https://openalex.org/W3191490922","https://openalex.org/W2062253548","https://openalex.org/W4225414539"],"abstract_inverted_index":{"As":[0],"part":[1],"of":[2,19],"the":[3,8,16,20,56],"Student":[4],"Cluster":[5],"Competition":[6],"at":[7],"SC22":[9],"conference,":[10],"this":[11],"work":[12],"aims":[13],"to":[14],"reproduce":[15,55],"performance":[17,57,74],"evaluations":[18,35,58],"Data":[21],"Centric":[22],"(DaCe)":[23],"Python":[24],"framework":[25],"by":[26],"leveraging":[27],"Intel":[28],"MKL":[29],"and":[30,46,67],"NVIDIA":[31,43],"CUDA":[32],"interface.":[33],"The":[34],"are":[36],"conducted":[37],"on":[38,59],"a":[39,47],"single":[40],"CPU-based":[41],"node,":[42],"A100":[44],"GPUs,":[45],"eight-node":[48],"cloud":[49],"supercomputer.":[50],"Our":[51],"experimental":[52],"results":[53],"successfully":[54],"our":[60],"cluster.":[61],"Additionally,":[62],"we":[63],"provide":[64],"insightful":[65],"analysis":[66],"propose":[68],"effective":[69],"methods":[70],"for":[71],"achieving":[72],"higher":[73],"when":[75],"utilizing":[76],"DaCe":[77],"as":[78],"an":[79],"acceleration":[80],"library.":[81]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
