{"id":"https://openalex.org/W4413843411","doi":"https://doi.org/10.1007/s10586-025-05216-0","title":"Oltunes: Online learning-based auto-tuning system for DL inference in heterogeneous GPU cluster","display_name":"Oltunes: Online learning-based auto-tuning system for DL inference in heterogeneous GPU cluster","publication_year":2025,"publication_date":"2025-08-30","ids":{"openalex":"https://openalex.org/W4413843411","doi":"https://doi.org/10.1007/s10586-025-05216-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-025-05216-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05216-0","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/A5100615883","display_name":"Seoyoung Kim","orcid":"https://orcid.org/0000-0001-5054-1583"},"institutions":[{"id":"https://openalex.org/I31766871","display_name":"Sookmyung Women's University","ror":"https://ror.org/00vvvt117","country_code":"KR","type":"education","lineage":["https://openalex.org/I31766871"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seoyoung Kim","raw_affiliation_strings":["Department of Computer Science, Sookmyung Women\u2019s University, 100 Cheongpa-ro 47-gil, Seoul, 04310, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sookmyung Women\u2019s University, 100 Cheongpa-ro 47-gil, Seoul, 04310, South Korea","institution_ids":["https://openalex.org/I31766871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108280728","display_name":"Ji-Won Ha","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiwon Ha","raw_affiliation_strings":["Department of Computer Science, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022273638","display_name":"Chongam Kim","orcid":"https://orcid.org/0000-0003-4799-3209"},"institutions":[{"id":"https://openalex.org/I31766871","display_name":"Sookmyung Women's University","ror":"https://ror.org/00vvvt117","country_code":"KR","type":"education","lineage":["https://openalex.org/I31766871"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoonhee Kim","raw_affiliation_strings":["Department of Computer Science, Sookmyung Women\u2019s University, 100 Cheongpa-ro 47-gil, Seoul, 04310, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sookmyung Women\u2019s University, 100 Cheongpa-ro 47-gil, Seoul, 04310, South Korea","institution_ids":["https://openalex.org/I31766871"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100615883"],"corresponding_institution_ids":["https://openalex.org/I31766871"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1223185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9950000047683716,"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/T10320","display_name":"Neural Networks and Applications","score":0.9950000047683716,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9908999800682068,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9797999858856201,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9336788654327393},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.637624204158783},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6192185282707214},{"id":"https://openalex.org/keywords/gpu-cluster","display_name":"GPU cluster","score":0.5355389714241028},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4310321509838104},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.41965097188949585},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3735466003417969},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.34740525484085083},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.32712799310684204},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16794291138648987},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.14649838209152222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9336788654327393},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.637624204158783},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6192185282707214},{"id":"https://openalex.org/C2781335571","wikidata":"https://www.wikidata.org/wiki/Q2633544","display_name":"GPU cluster","level":3,"score":0.5355389714241028},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4310321509838104},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.41965097188949585},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3735466003417969},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.34740525484085083},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.32712799310684204},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16794291138648987},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.14649838209152222}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-025-05216-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05216-0","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/G2366150988","display_name":null,"funder_award_id":"2021R1A2C1003379","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1738806286","https://openalex.org/W1861492603","https://openalex.org/W1988195734","https://openalex.org/W2027802637","https://openalex.org/W2050127041","https://openalex.org/W2088794999","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2213201020","https://openalex.org/W2295739661","https://openalex.org/W2740920897","https://openalex.org/W2963323070","https://openalex.org/W2982157693","https://openalex.org/W3023525065","https://openalex.org/W3026530461","https://openalex.org/W3095283736","https://openalex.org/W3097411828","https://openalex.org/W3128391996","https://openalex.org/W3134307403","https://openalex.org/W3210776666","https://openalex.org/W4316252398","https://openalex.org/W4366564134","https://openalex.org/W4387321109","https://openalex.org/W4390263770","https://openalex.org/W4394944658"],"related_works":["https://openalex.org/W2056717482","https://openalex.org/W2030707850","https://openalex.org/W2170611190","https://openalex.org/W2566934642","https://openalex.org/W2548246577","https://openalex.org/W2092007952","https://openalex.org/W2096672917","https://openalex.org/W2019821619","https://openalex.org/W2220608481","https://openalex.org/W2808583214"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
