{"id":"https://openalex.org/W2969301373","doi":"https://doi.org/10.1007/s10586-019-02974-6","title":"Comprehensive techniques of multi-GPU memory optimization for deep learning acceleration","display_name":"Comprehensive techniques of multi-GPU memory optimization for deep learning acceleration","publication_year":2019,"publication_date":"2019-08-23","ids":{"openalex":"https://openalex.org/W2969301373","doi":"https://doi.org/10.1007/s10586-019-02974-6","mag":"2969301373"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-019-02974-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-019-02974-6","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","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/A5022273638","display_name":"Chongam Kim","orcid":"https://orcid.org/0000-0003-4799-3209"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Youngrang Kim","raw_affiliation_strings":["Korea Aerospace University, Goyang-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Aerospace University, Goyang-si, Republic of Korea","institution_ids":["https://openalex.org/I24456540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100762132","display_name":"Jaehwan Lee","orcid":"https://orcid.org/0000-0001-6248-9567"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehwan Lee","raw_affiliation_strings":["Korea Aerospace University, Goyang-si, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6248-9567","affiliations":[{"raw_affiliation_string":"Korea Aerospace University, Goyang-si, Republic of Korea","institution_ids":["https://openalex.org/I24456540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082630968","display_name":"Jik\u2010Soo Kim","orcid":"https://orcid.org/0000-0002-0104-4617"},"institutions":[{"id":"https://openalex.org/I89440247","display_name":"Myongji University","ror":"https://ror.org/00s9dpb54","country_code":"KR","type":"education","lineage":["https://openalex.org/I89440247"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jik-Soo Kim","raw_affiliation_strings":["Myongji University, Yongin-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Myongji University, Yongin-si, Republic of Korea","institution_ids":["https://openalex.org/I89440247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089169293","display_name":"Hyunseung Jei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyunseung Jei","raw_affiliation_strings":["SK Telecom ML Infra Lab, Seongnam-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SK Telecom ML Infra Lab, Seongnam-si, Republic of Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101493295","display_name":"Hongchan Roh","orcid":"https://orcid.org/0000-0001-9892-2561"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongchan Roh","raw_affiliation_strings":["SK Telecom ML Infra Lab, Seongnam-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SK Telecom ML Infra Lab, Seongnam-si, Republic of Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022273638"],"corresponding_institution_ids":["https://openalex.org/I24456540"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":1.4808,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81438339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"23","issue":"3","first_page":"2193","last_page":"2204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"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":0.9993000030517578,"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/computer-science","display_name":"Computer science","score":0.9179314374923706},{"id":"https://openalex.org/keywords/pci-express","display_name":"PCI Express","score":0.834228515625},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7763974666595459},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5764779448509216},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5434910655021667},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.4767666459083557},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.4548306465148926},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43928077816963196},{"id":"https://openalex.org/keywords/interconnection","display_name":"Interconnection","score":0.4273383617401123},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4177634119987488},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4163254499435425},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.2563062608242035},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2209600806236267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20476147532463074},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17464205622673035},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.11588117480278015}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9179314374923706},{"id":"https://openalex.org/C64270927","wikidata":"https://www.wikidata.org/wiki/Q206924","display_name":"PCI Express","level":3,"score":0.834228515625},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7763974666595459},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5764779448509216},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5434910655021667},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.4767666459083557},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4548306465148926},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43928077816963196},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.4273383617401123},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4177634119987488},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4163254499435425},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.2563062608242035},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2209600806236267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20476147532463074},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17464205622673035},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.11588117480278015},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-019-02974-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-019-02974-6","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4971838510","display_name":null,"funder_award_id":"GRRC-KAU-2018-B01","funder_id":"https://openalex.org/F4320327848","funder_display_name":"Gyeonggi-do Regional Research Center"},{"id":"https://openalex.org/G6957205808","display_name":null,"funder_award_id":"2019R1H1A2039658","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8358039411","display_name":null,"funder_award_id":"2015M3C4A7065646","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320327848","display_name":"Gyeonggi-do Regional Research Center","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1598866093","https://openalex.org/W2087866311","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2338908902","https://openalex.org/W2489529491","https://openalex.org/W2604272474","https://openalex.org/W2622263826","https://openalex.org/W2908368980","https://openalex.org/W2962835968","https://openalex.org/W2963803379","https://openalex.org/W2964174152","https://openalex.org/W4248970565"],"related_works":["https://openalex.org/W4385894176","https://openalex.org/W2595172197","https://openalex.org/W2347371119","https://openalex.org/W2084856301","https://openalex.org/W2612768808","https://openalex.org/W3131402800","https://openalex.org/W2127970246","https://openalex.org/W2915358162","https://openalex.org/W2984905932","https://openalex.org/W2115229350"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
