{"id":"https://openalex.org/W4388031348","doi":"https://doi.org/10.1145/3581784.3607060","title":"Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach","display_name":"Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388031348","doi":"https://doi.org/10.1145/3581784.3607060"},"language":"en","primary_location":{"id":"doi:10.1145/3581784.3607060","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581784.3607060","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607060","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607060","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024471641","display_name":"Wenyan Chen","orcid":"https://orcid.org/0000-0001-8949-0816"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Wenyan Chen","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","University of Macau, Macau, China","University of Macau, Macau, China Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8949-0816","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"raw_affiliation_string":"University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"University of Macau, Macau, China Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zizhao Mo","orcid":"https://orcid.org/0000-0002-3590-4400"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zizhao Mo","raw_affiliation_strings":["University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-3590-4400","affiliations":[{"raw_affiliation_string":"University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017636962","display_name":"Huanle Xu","orcid":"https://orcid.org/0000-0001-6657-1154"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Huanle Xu","raw_affiliation_strings":["University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0001-6657-1154","affiliations":[{"raw_affiliation_string":"University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012757772","display_name":"Kejiang Ye","orcid":"https://orcid.org/0000-0001-6133-407X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejiang Ye","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6133-407X","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012773300","display_name":"Chengzhong Xu","orcid":"https://orcid.org/0000-0001-9480-0356"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Chengzhong Xu","raw_affiliation_strings":["University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0001-9480-0356","affiliations":[{"raw_affiliation_string":"University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.332,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.92578507,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9980000257492065,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.8718581199645996},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.7738710641860962},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7700989246368408},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6240727305412292},{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.5083741545677185},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46444064378738403},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4573151767253876},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.45060089230537415},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.29476580023765564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24869346618652344},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18251943588256836},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10246798396110535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8718581199645996},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.7738710641860962},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7700989246368408},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6240727305412292},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.5083741545677185},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46444064378738403},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4573151767253876},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.45060089230537415},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29476580023765564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24869346618652344},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18251943588256836},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10246798396110535},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"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:10.1145/3581784.3607060","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581784.3607060","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607060","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3581784.3607060","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581784.3607060","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607060","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G227007953","display_name":null,"funder_award_id":"2021YFB3300200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G250513525","display_name":null,"funder_award_id":"0081/2022/A2","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4290952607","display_name":null,"funder_award_id":"0123/2022/AFJ","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"},{"id":"https://openalex.org/G6101015704","display_name":null,"funder_award_id":"62072451","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6248574994","display_name":null,"funder_award_id":"2021TQ06X990","funder_id":"https://openalex.org/F4320336642","funder_display_name":"Guangdong Special Support Plan"},{"id":"https://openalex.org/G7672641152","display_name":null,"funder_award_id":"92267105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322841","display_name":"Universidade de Macau","ror":"https://ror.org/01r4q9n85"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336642","display_name":"Guangdong Special Support Plan","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388031348.pdf","grobid_xml":"https://content.openalex.org/works/W4388031348.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W16404204","https://openalex.org/W1861492603","https://openalex.org/W1996212904","https://openalex.org/W2005574683","https://openalex.org/W2055333640","https://openalex.org/W2102709380","https://openalex.org/W2108598243","https://openalex.org/W2133569115","https://openalex.org/W2194775991","https://openalex.org/W2323909431","https://openalex.org/W2604514113","https://openalex.org/W2605350416","https://openalex.org/W2792529086","https://openalex.org/W2922785423","https://openalex.org/W2963601856","https://openalex.org/W2970139027","https://openalex.org/W3003455055","https://openalex.org/W3011377185","https://openalex.org/W3012514909","https://openalex.org/W3014810041","https://openalex.org/W3037377931","https://openalex.org/W3130554079","https://openalex.org/W3157707676","https://openalex.org/W3165292244","https://openalex.org/W3197816522","https://openalex.org/W3208777667","https://openalex.org/W4200542591","https://openalex.org/W4214540558","https://openalex.org/W4285212262","https://openalex.org/W4304192541"],"related_works":["https://openalex.org/W1997087456","https://openalex.org/W2078091825","https://openalex.org/W2152253641","https://openalex.org/W2890791469","https://openalex.org/W4246585869","https://openalex.org/W2118085316","https://openalex.org/W2473841733","https://openalex.org/W4251457771","https://openalex.org/W4321260179","https://openalex.org/W1554271433"],"abstract_inverted_index":{"A":[0],"common":[1],"strategy":[2],"for":[3],"improving":[4],"efficiency":[5],"in":[6,53],"training":[7],"deep":[8],"learning":[9],"entails":[10],"multiplexing":[11],"tasks":[12],"on":[13],"a":[14],"single":[15],"GPU.":[16],"To":[17],"mitigate":[18],"the":[19,55],"interference":[20],"caused":[21],"by":[22],"multiplexing,":[23],"existing":[24],"approaches":[25],"primarily":[26],"employ":[27],"kernel-level":[28],"solutions":[29],"to":[30,39],"regulate":[31],"GPU":[32,42],"kernel":[33],"execution,":[34],"or":[35],"harness":[36],"hardware-level":[37],"techniques":[38],"explicitly":[40],"restrict":[41],"streaming":[43],"multiprocessors":[44],"and":[45],"memory.":[46],"Nevertheless,":[47],"none":[48],"of":[49,58],"them":[50],"perform":[51],"satisfactorily":[52],"optimizing":[54],"completion":[56],"time":[57],"tasks.":[59]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
