{"id":"https://openalex.org/W2915851710","doi":"https://doi.org/10.1145/3301293.3309555","title":"Platform Variability in Edge-Cloud Vision Systems","display_name":"Platform Variability in Edge-Cloud Vision Systems","publication_year":2019,"publication_date":"2019-02-22","ids":{"openalex":"https://openalex.org/W2915851710","doi":"https://doi.org/10.1145/3301293.3309555","mag":"2915851710"},"language":"en","primary_location":{"id":"doi:10.1145/3301293.3309555","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3301293.3309555","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3301293.3309555","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3301293.3309555","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088980644","display_name":"Ali J. Ben Ali","orcid":"https://orcid.org/0000-0001-6295-764X"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ali J. Ben Ali","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089161136","display_name":"Sofiya Semenova","orcid":"https://orcid.org/0000-0001-8048-1489"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sofiya Semenova","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032635242","display_name":"Karthik Dantu","orcid":"https://orcid.org/0000-0002-7497-6722"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthik Dantu","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088980644"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.02000373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"163","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9973999857902527,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9825000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8259627819061279},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8145052194595337},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7234652042388916},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6277036666870117},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4779415428638458},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.4585355222225189},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.44670966267585754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41617920994758606},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40755629539489746},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3901050090789795},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37369298934936523},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.2603681683540344},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1506671905517578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8259627819061279},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8145052194595337},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7234652042388916},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6277036666870117},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4779415428638458},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.4585355222225189},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.44670966267585754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41617920994758606},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40755629539489746},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3901050090789795},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37369298934936523},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.2603681683540344},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1506671905517578},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3301293.3309555","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3301293.3309555","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3301293.3309555","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3301293.3309555","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3301293.3309555","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3301293.3309555","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1778800634","display_name":null,"funder_award_id":"CNS-1823230","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2915851710.pdf","grobid_xml":"https://content.openalex.org/works/W2915851710.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W2979760315","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W4313526662","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Modern":[0],"edge":[1,79,141],"devices":[2,80],"such":[3,50,63,91,150],"as":[4,51,151],"smartphones,":[5],"tablets,":[6],"smart":[7],"glasses,":[8],"VR":[9],"and":[10,25,41,60,67,112,173],"AR":[11],"headsets":[12],"have":[13],"gotten":[14],"more":[15,83],"capable":[16],"with":[17],"high-resolution":[18],"displays,":[19],"powerful":[20],"CPU/GPUs,":[21],"multiple":[22,26,134],"sensing":[23,35,43],"modalities":[24,44],"connectivity":[27],"options.":[28],"These":[29],"platform":[30,131,148,194],"capabilities":[31],"are":[32,65,81,118,136],"enabling":[33],"complex":[34,71],"applications":[36,49,64,94],"that":[37,128,185],"integrate":[38],"visual,":[39],"inertial,":[40],"other":[42],"in":[45,147,200],"real-time":[46],"to":[47,89,176,190,197,202],"enable":[48],"indoor":[52],"navigation,":[53],"object":[54],"recognition,":[55,57,59],"face":[56],"activity":[58],"others.":[61],"Typically,":[62],"computationally-intensive":[66],"require":[68],"execution":[69],"of":[70,156,161],"computer":[72],"vision":[73,171],"pipelines":[74],"for":[75,121,193],"effective":[76],"execution.":[77],"While":[78],"getting":[82],"powerful,":[84],"it":[85,175],"is":[86,127,184],"still":[87],"challenging":[88],"run":[90],"computationally":[92],"intense":[93],"exclusively":[95],"on":[96,138],"the":[97,107,110,113,139,164],"edge.":[98,114],"To":[99],"address":[100],"this":[101,129,178],"challenge,":[102],"several":[103],"solutions":[104,117],"propose":[105],"splitting":[106],"computing":[108],"between":[109],"cloud":[111],"However,":[115],"these":[116],"typically":[119],"tested":[120],"a":[122],"few":[123],"seconds/minutes.":[124],"Our":[125,182],"observation":[126],"ignores":[130],"constraints":[132],"when":[133],"apps":[135],"running":[137],"same":[140],"device":[142],"and/or":[143],"long-term":[144,198],"operation,":[145],"resulting":[146],"variability":[149],"voltage/frequency":[152],"scaling,":[153],"shutting":[154],"down":[155],"CPU":[157],"cores,":[158],"etc.":[159],"all":[160],"which":[162],"affect":[163],"application":[165],"performance.":[166],"We":[167],"build":[168],"an":[169],"edge-cloud":[170,187],"system":[172],"use":[174],"demonstrate":[177,203],"concern":[179],"through":[180],"experiments.":[181],"proposal":[183],"future":[186],"systems":[188],"need":[189],"explicitly":[191],"test":[192],"variation":[195],"due":[196],"operation":[199],"order":[201],"feasibility.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}