{"id":"https://openalex.org/W4404385984","doi":"https://doi.org/10.1145/3698038.3698555","title":"KACE: Kernel-Aware Colocation for Efficient GPU Spatial Sharing","display_name":"KACE: Kernel-Aware Colocation for Efficient GPU Spatial Sharing","publication_year":2024,"publication_date":"2024-11-14","ids":{"openalex":"https://openalex.org/W4404385984","doi":"https://doi.org/10.1145/3698038.3698555"},"language":"en","primary_location":{"id":"doi:10.1145/3698038.3698555","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698038.3698555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Symposium on Cloud Computing","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/A5108467717","display_name":"Byeong\u2010Gu Han","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bing-Shiun Han","raw_affiliation_strings":["Stony Brook University Stony, Brook, New York, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University Stony, Brook, New York, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tathagata Paul","orcid":"https://orcid.org/0009-0007-4526-2230"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tathagata Paul","raw_affiliation_strings":["Stony Brook University Stony, Brook, New York, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University Stony, Brook, New York, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420216","display_name":"Zhenhua Liu","orcid":"https://orcid.org/0000-0002-8026-4502"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenhua Liu","raw_affiliation_strings":["Stony Brook University Stony, Brook, New York, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University Stony, Brook, New York, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024346889","display_name":"Anshul Gandhi","orcid":"https://orcid.org/0000-0002-2351-6523"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anshul Gandhi","raw_affiliation_strings":["Stony Brook University Stony, Brook, New York, USA"],"affiliations":[{"raw_affiliation_string":"Stony Brook University Stony, Brook, New York, USA","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108467717"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":5.5285,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95538009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"460","last_page":"469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9959999918937683,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.8067935109138489},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7597069144248962},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.48457109928131104},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4455559253692627},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.43489742279052734},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.37002575397491455},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.11969390511512756},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07390701770782471}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8067935109138489},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7597069144248962},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.48457109928131104},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4455559253692627},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.43489742279052734},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.37002575397491455},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.11969390511512756},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07390701770782471},{"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:10.1145/3698038.3698555","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698038.3698555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Symposium on Cloud Computing","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":12,"referenced_works":["https://openalex.org/W2102709380","https://openalex.org/W2150139096","https://openalex.org/W2982157693","https://openalex.org/W2985279546","https://openalex.org/W3097411828","https://openalex.org/W3157306683","https://openalex.org/W3186368531","https://openalex.org/W3209969420","https://openalex.org/W4304192541","https://openalex.org/W4388031348","https://openalex.org/W4394944658","https://openalex.org/W4394969374"],"related_works":["https://openalex.org/W2505380084","https://openalex.org/W4400333498","https://openalex.org/W2086739451","https://openalex.org/W3183233360","https://openalex.org/W1980160788","https://openalex.org/W1656096860","https://openalex.org/W2095928260","https://openalex.org/W2268149564","https://openalex.org/W1984739956","https://openalex.org/W2763312740"],"abstract_inverted_index":{"GPU":[0,29,36,50,55,69],"spatial":[1,30],"sharing":[2,31,53],"among":[3],"jobs":[4],"is":[5],"an":[6],"effective":[7],"approach":[8],"to":[9,48,65,81],"increase":[10],"resource":[11],"utilization":[12,51],"and":[13,17,67],"reduce":[14],"the":[15,54],"monetary":[16],"environmental":[18],"costs":[19],"of":[20],"running":[21],"deep":[22],"learning":[23],"workloads.":[24],"While":[25],"hardware":[26,76],"support":[27],"for":[28],"already":[32],"exists,":[33],"accurately":[34],"predicting":[35],"interference":[37,70],"between":[38,56],"colocated":[39],"workloads":[40,57],"remains":[41],"a":[42],"concern.":[43],"This":[44],"makes":[45],"it":[46],"challenging":[47],"improve":[49],"by":[52],"without":[58],"severely":[59],"impacting":[60],"their":[61],"performance.":[62],"Existing":[63],"approaches":[64],"identify":[66],"mitigate":[68],"often":[71],"require":[72],"extensive":[73],"profiling":[74],"and/or":[75],"modifications,":[77],"making":[78],"them":[79],"difficult":[80],"deploy":[82],"in":[83],"practice.":[84]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}