{"id":"https://openalex.org/W4283220049","doi":"https://doi.org/10.1109/infocomwkshps54753.2022.9798359","title":"Trueno: A Cross-Platform Machine Learning Model Serving Framework in Heterogeneous Edge Systems","display_name":"Trueno: A Cross-Platform Machine Learning Model Serving Framework in Heterogeneous Edge Systems","publication_year":2022,"publication_date":"2022-05-02","ids":{"openalex":"https://openalex.org/W4283220049","doi":"https://doi.org/10.1109/infocomwkshps54753.2022.9798359"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps54753.2022.9798359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps54753.2022.9798359","pdf_url":null,"source":{"id":"https://openalex.org/S4363607985","display_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5057157419","display_name":"Danyang Song","orcid":"https://orcid.org/0009-0005-6424-6610"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Danyang Song","raw_affiliation_strings":["Simon Fraser University,School of Computing Science","School of Computing Science, Simon Fraser University"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University,School of Computing Science","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"School of Computing Science, Simon Fraser University","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000882682","display_name":"Yifei Zhu","orcid":"https://orcid.org/0000-0003-4352-6507"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Zhu","raw_affiliation_strings":["UM-SJTU Joint Institute, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"UM-SJTU Joint Institute, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438397","display_name":"Cong Zhang","orcid":"https://orcid.org/0000-0002-9439-6725"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Zhang","raw_affiliation_strings":["University of Science and Technology of China,School of Computer Science","School of Computer Science, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,School of Computer Science","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Computer Science, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039311485","display_name":"Jiangchuan Liu","orcid":"https://orcid.org/0000-0001-6592-1984"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jiangchuan Liu","raw_affiliation_strings":["Simon Fraser University,School of Computing Science","School of Computing Science, Simon Fraser University"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University,School of Computing Science","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"School of Computing Science, Simon Fraser University","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057157419"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":0.2913,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50043503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.8305000066757202,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.8305000066757202,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8113999962806702,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.7578999996185303,"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":0.7510138750076294},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6133832931518555},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.37957489490509033},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35235869884490967},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34169167280197144},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.329845666885376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.251857191324234}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7510138750076294},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6133832931518555},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.37957489490509033},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35235869884490967},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34169167280197144},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.329845666885376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.251857191324234}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocomwkshps54753.2022.9798359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps54753.2022.9798359","pdf_url":null,"source":{"id":"https://openalex.org/S4363607985","display_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2804032941","https://openalex.org/W6751349269"],"related_works":["https://openalex.org/W2052899165","https://openalex.org/W2008562718","https://openalex.org/W1495971547","https://openalex.org/W2067604523","https://openalex.org/W2602089430","https://openalex.org/W2154510413","https://openalex.org/W2386935432","https://openalex.org/W4389155839","https://openalex.org/W2356761302","https://openalex.org/W2073845685"],"abstract_inverted_index":{"With":[0],"the":[1,41,47,52,61,70],"increasing":[2],"demand":[3],"of":[4,55,63,122],"intelligent":[5],"edge":[6,13,27,67,119],"services(IES),":[7],"diverse":[8],"hardware":[9,73],"vendors":[10],"present":[11],"their":[12,153],"devices":[14,39,155],"with":[15],"vendor-specific":[16],"inference":[17],"frameworks,":[18,43],"each":[19],"requiring":[20],"a":[21,81,94],"distinct":[22],"model":[23,85,133],"parameter":[24],"structure.":[25],"Consequently,":[26],"service":[28],"developers":[29],"have":[30],"to":[31,106,113],"deploy":[32,150],"Artificial":[33],"Intelligence":[34],"(AI)":[35],"models":[36,102],"on":[37],"these":[38],"following":[40],"different":[42,107],"which":[44,123],"significantly":[45],"increases":[46],"learning":[48,65,84],"cost":[49],"and":[50,59,92,130],"challenges":[51],"fragile":[53],"development":[54,62,96],"IES.":[56],"To":[57],"simplify":[58],"accelerate":[60],"machine":[64,83],"based":[66],"services":[68],"in":[69,132,141,152],"practical":[71],"heterogeneous":[72,154],"systems,":[74,120],"we":[75,143],"present,":[76],"Trueno":[77,88,109,138],"<sup":[78,135],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[79,136],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[80,137],"cross-platform":[82],"serving":[86],"framework.":[87],"provides":[89],"unified":[90],"APIs":[91],"creates":[93],"less-code":[95],"environment":[97],"for":[98],"developers,":[99],"so":[100],"that":[101],"can":[103,147],"easily":[104],"adapt":[105],"environments.":[108],"has":[110],"been":[111],"used":[112],"support":[114],"multiple":[115],"real-world":[116],"commercial":[117],"AI":[118],"two":[121],"will":[124],"be":[125],"demonstrated":[126],"about":[127],"its":[128],"efficiency":[129],"flexibility":[131],"deployment.":[134],"means":[139],"\u201cthunder\u201d":[140],"Italiano;":[142],"expect":[144],"this":[145],"framework":[146],"help":[148],"users":[149],"IES":[151],"as":[156,158],"fast":[157],"possible.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}