{"id":"https://openalex.org/W4391769516","doi":"https://doi.org/10.1109/ccwc60891.2024.10427798","title":"Exploring the Impact of Cloud Computing and Edge Computing on Resource Consumption for Mobile Devices with Generative Artificial Intelligence APIs","display_name":"Exploring the Impact of Cloud Computing and Edge Computing on Resource Consumption for Mobile Devices with Generative Artificial Intelligence APIs","publication_year":2024,"publication_date":"2024-01-08","ids":{"openalex":"https://openalex.org/W4391769516","doi":"https://doi.org/10.1109/ccwc60891.2024.10427798"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc60891.2024.10427798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc60891.2024.10427798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)","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/A5093917907","display_name":"Andrew Baynum","orcid":null},"institutions":[{"id":"https://openalex.org/I168416876","display_name":"Northern Kentucky University","ror":"https://ror.org/01k44g025","country_code":"US","type":"education","lineage":["https://openalex.org/I168416876"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrew Baynum","raw_affiliation_strings":["Northern Kentucky University,Computer Science Department,Highland Heights,KY,USA","Computer Science Department, Northern Kentucky University, Highland Heights, KY, USA"],"affiliations":[{"raw_affiliation_string":"Northern Kentucky University,Computer Science Department,Highland Heights,KY,USA","institution_ids":["https://openalex.org/I168416876"]},{"raw_affiliation_string":"Computer Science Department, Northern Kentucky University, Highland Heights, KY, USA","institution_ids":["https://openalex.org/I168416876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043011100","display_name":"Wei Hao","orcid":"https://orcid.org/0000-0002-9301-8765"},"institutions":[{"id":"https://openalex.org/I168416876","display_name":"Northern Kentucky University","ror":"https://ror.org/01k44g025","country_code":"US","type":"education","lineage":["https://openalex.org/I168416876"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Hao","raw_affiliation_strings":["Northern Kentucky University,Computer Science Department,Highland Heights,KY,USA","Computer Science Department, Northern Kentucky University, Highland Heights, KY, USA"],"affiliations":[{"raw_affiliation_string":"Northern Kentucky University,Computer Science Department,Highland Heights,KY,USA","institution_ids":["https://openalex.org/I168416876"]},{"raw_affiliation_string":"Computer Science Department, Northern Kentucky University, Highland Heights, KY, USA","institution_ids":["https://openalex.org/I168416876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5093917907"],"corresponding_institution_ids":["https://openalex.org/I168416876"],"apc_list":null,"apc_paid":null,"fwci":1.1123,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76150916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12238","display_name":"Green IT and Sustainability","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9894999861717224,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.963699996471405,"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":0.8016228675842285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7278212904930115},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6006321907043457},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5648625493049622},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5086761116981506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5034677386283875},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4561154544353485},{"id":"https://openalex.org/keywords/resource-consumption","display_name":"Resource consumption","score":0.43198055028915405},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.43180039525032043},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40064537525177},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3416185677051544},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3287474513053894},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32094597816467285},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1296505630016327}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8016228675842285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7278212904930115},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6006321907043457},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5648625493049622},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5086761116981506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5034677386283875},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4561154544353485},{"id":"https://openalex.org/C2777480716","wikidata":"https://www.wikidata.org/wiki/Q23582796","display_name":"Resource consumption","level":2,"score":0.43198055028915405},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.43180039525032043},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40064537525177},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3416185677051544},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3287474513053894},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32094597816467285},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1296505630016327},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc60891.2024.10427798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc60891.2024.10427798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1947347854","https://openalex.org/W2126399635","https://openalex.org/W4255371594"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"With":[0],"the":[1,111,118,134],"release":[2],"of":[3,136],"OpenAI\u2019s":[4],"ChatGPT,":[5],"generative":[6],"AI":[7,16],"has":[8],"become":[9],"a":[10,50,62,96,101,149],"hot":[11],"topic":[12],"in":[13,105,113],"business.":[14],"Generative":[15],"APIs":[17],"can":[18,37],"be":[19,38,61],"consumed":[20],"by":[21,27,40,80],"mobile":[22,130],"devices,":[23],"which":[24],"are":[25],"constrained":[26,79],"resources":[28],"such":[29],"as":[30],"CPU,":[31],"memory,":[32],"and":[33,44,84],"battery":[34],"power.":[35],"Power":[36],"saved":[39],"using":[41],"both":[42],"Edge":[43,73,76,93,124,145],"Cloud":[45,69,122],"Computing.":[46],"However,":[47],"there":[48],"is":[49,78,95,148],"penalty":[51,112],"to":[52,60,120,141],"response":[53,66,86,114],"time":[54,67],"implementing":[55],"these":[56],"services.":[57],"There":[58],"seems":[59],"greater":[63],"impact":[64],"on":[65,82,129],"with":[68,72],"Computing":[70,77,94,125,146],"than":[71],"Computing,":[74],"however":[75],"limits":[81],"payload":[83],"maximum":[85],"times.":[87],"Our":[88],"testing":[89],"results":[90],"show":[91],"that":[92],"good":[97],"middle":[98],"ground,":[99],"providing":[100],"balance":[102],"between":[103],"savings":[104,128],"CPU":[106],"time,":[107],"while":[108],"somewhat":[109],"mitigating":[110],"time.":[115],"Developers":[116],"exploring":[117],"option":[119],"use":[121],"and/or":[123],"for":[126],"power":[127],"devices":[131],"should":[132],"consider":[133],"size":[135],"their":[137],"data":[138],"sets":[139],"carefully":[140],"determine":[142],"if":[143],"an":[144],"service":[147],"viable":[150],"option.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
