{"id":"https://openalex.org/W3047499212","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156239","title":"STOIC: Serverless Teleoperable Hybrid Cloud for Machine Learning Applications on Edge Device","display_name":"STOIC: Serverless Teleoperable Hybrid Cloud for Machine Learning Applications on Edge Device","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3047499212","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156239","mag":"3047499212"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops48775.2020.9156239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","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/A5100612834","display_name":"Michael Zhang","orcid":"https://orcid.org/0009-0003-4619-0444"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael Zhang","raw_affiliation_strings":["Dept. of Computer Science, University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040516516","display_name":"Chandra Krintz","orcid":"https://orcid.org/0000-0003-4972-0669"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chandra Krintz","raw_affiliation_strings":["Dept. of Computer Science, University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075011123","display_name":"Rich Wolski","orcid":"https://orcid.org/0000-0003-3722-473X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rich Wolski","raw_affiliation_strings":["Dept. of Computer Science, University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100612834"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":2.1352,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90318333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.9237513542175293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8431118130683899},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.695238471031189},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6792867183685303},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6474234461784363},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5298366546630859},{"id":"https://openalex.org/keywords/cloud-testing","display_name":"Cloud testing","score":0.5171108245849609},{"id":"https://openalex.org/keywords/stateless-protocol","display_name":"Stateless protocol","score":0.4390066862106323},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.42066794633865356},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4204109013080597},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3575899004936218},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.343050479888916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24387064576148987},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17829713225364685}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9237513542175293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8431118130683899},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.695238471031189},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6792867183685303},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6474234461784363},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5298366546630859},{"id":"https://openalex.org/C120115606","wikidata":"https://www.wikidata.org/wiki/Q5135723","display_name":"Cloud testing","level":4,"score":0.5171108245849609},{"id":"https://openalex.org/C103613024","wikidata":"https://www.wikidata.org/wiki/Q230924","display_name":"Stateless protocol","level":3,"score":0.4390066862106323},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.42066794633865356},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4204109013080597},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3575899004936218},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.343050479888916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24387064576148987},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17829713225364685},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percomworkshops48775.2020.9156239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W1999984505","https://openalex.org/W2077723394","https://openalex.org/W2101234009","https://openalex.org/W2131400476","https://openalex.org/W2189465200","https://openalex.org/W2290712622","https://openalex.org/W2606637138","https://openalex.org/W2735574181","https://openalex.org/W2779888504","https://openalex.org/W2953384591","https://openalex.org/W2963065629","https://openalex.org/W2964108773","https://openalex.org/W2970445008","https://openalex.org/W4292022450","https://openalex.org/W6650418438","https://openalex.org/W6675354045","https://openalex.org/W6679244116","https://openalex.org/W6687322159","https://openalex.org/W6696731696","https://openalex.org/W6713134421","https://openalex.org/W6730956707","https://openalex.org/W6755070437"],"related_works":["https://openalex.org/W191275436","https://openalex.org/W4238737051","https://openalex.org/W2046722858","https://openalex.org/W3145857732","https://openalex.org/W2931996793","https://openalex.org/W2077430250","https://openalex.org/W3174931267","https://openalex.org/W1935342657","https://openalex.org/W2334016454","https://openalex.org/W2622362221"],"abstract_inverted_index":{"Serverless":[0],"computing":[1,27],"is":[2,153],"a":[3,90],"promising":[4],"new":[5],"event-driven":[6],"programming":[7],"model":[8,80,88],"that":[9,35,42,76,144,167],"was":[10],"designed":[11],"by":[12],"cloud":[13,26,44,99,118,151,159],"vendors":[14],"to":[15,51,155],"expedite":[16],"the":[17,30,43,78,87,116,122,163],"development":[18],"and":[19,73,93,124,128,137,150,165],"deployment":[20,74],"of":[21,37,126,148],"scalable":[22],"web":[23,57],"services":[24],"on":[25],"systems.":[28,100],"Using":[29],"model,":[31],"developers":[32],"write":[33],"applications":[34,136,164],"consist":[36],"simple,":[38],"independent,":[39],"stateless":[40],"functions":[41,96],"invokes":[45],"on-demand":[46],"(i.e.":[47],"elastically),":[48],"in":[49,81,89,160],"response":[50],"system-wide":[52],"events":[53],"(data":[54],"arrival,":[55],"messages,":[56],"requests,":[58],"etc.).":[59],"In":[60],"this":[61],"work,":[62],"we":[63,168],"present":[64],"STOIC":[65,102,127],"(Serverless":[66],"TeleOperable":[67],"HybrId":[68],"Cloud),":[69],"an":[70],"application":[71,95],"scheduling":[72],"system":[75],"extends":[77],"serverless":[79,104],"two":[82],"ways.":[83],"First,":[84],"it":[85,131],"uses":[86],"distributed":[91],"setting":[92],"schedules":[94],"across":[97],"multiple":[98],"Second,":[101],"supports":[103],"function":[105],"execution":[106],"using":[107,132,157],"hardware":[108],"acceleration":[109],"(e.g.":[110,139],"GPU":[111],"resources)":[112],"when":[113],"available":[114],"from":[115],"underlying":[117],"system.":[119],"We":[120,142],"overview":[121],"design":[123],"implementation":[125],"empirically":[129],"evaluate":[130],"real-world":[133],"machine":[134],"learning":[135],"multi-tier":[138],"edge-cloud)":[140],"deployments.":[141],"find":[143],"STOIC's":[145],"combined":[146],"use":[147],"edge":[149],"resources":[152],"able":[154],"outperform":[156],"either":[158],"isolation":[161],"for":[162],"datasets":[166],"consider.":[169]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
