{"id":"https://openalex.org/W3194292616","doi":"https://doi.org/10.1109/tgcn.2021.3100622","title":"Green AI for IIoT: Energy Efficient Intelligent Edge Computing for Industrial Internet of Things","display_name":"Green AI for IIoT: Energy Efficient Intelligent Edge Computing for Industrial Internet of Things","publication_year":2021,"publication_date":"2021-08-20","ids":{"openalex":"https://openalex.org/W3194292616","doi":"https://doi.org/10.1109/tgcn.2021.3100622","mag":"3194292616"},"language":"en","primary_location":{"id":"doi:10.1109/tgcn.2021.3100622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2021.3100622","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Green Communications and Networking","raw_type":"journal-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/A5027417322","display_name":"Zhu Sha","orcid":"https://orcid.org/0000-0001-7097-8555"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Sha Zhu","raw_affiliation_strings":["Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106707877","display_name":"Kaoru Ota","orcid":"https://orcid.org/0000-0002-3382-1652"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaoru Ota","raw_affiliation_strings":["Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061453937","display_name":"Mianxiong Dong","orcid":"https://orcid.org/0000-0002-2788-3451"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027417322"],"corresponding_institution_ids":["https://openalex.org/I41725924"],"apc_list":null,"apc_paid":null,"fwci":13.918,"has_fulltext":false,"cited_by_count":144,"citation_normalized_percentile":{"value":0.99196232,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"79","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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":0.9983000159263611,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/industrial-internet","display_name":"Industrial Internet","score":0.852202832698822},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7757868766784668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5933810472488403},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5702382922172546},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4981818199157715},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42391863465309143},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3607364296913147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27908629179000854},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24377727508544922}],"concepts":[{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.852202832698822},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7757868766784668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5933810472488403},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5702382922172546},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4981818199157715},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42391863465309143},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3607364296913147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27908629179000854},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24377727508544922}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgcn.2021.3100622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2021.3100622","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Green Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1461250703","display_name":null,"funder_award_id":"JP20H04174","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G778151867","display_name":null,"funder_award_id":"JP20F20080","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8292387067","display_name":null,"funder_award_id":"JP19K20250","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2063243432","https://openalex.org/W2063425401","https://openalex.org/W2125388816","https://openalex.org/W2142332462","https://openalex.org/W2340896621","https://openalex.org/W2344424854","https://openalex.org/W2546536770","https://openalex.org/W2599354622","https://openalex.org/W2625651706","https://openalex.org/W2746553466","https://openalex.org/W2765278461","https://openalex.org/W2765921558","https://openalex.org/W2785984019","https://openalex.org/W2786070938","https://openalex.org/W2795387488","https://openalex.org/W2798970646","https://openalex.org/W2803428049","https://openalex.org/W2803698262","https://openalex.org/W2806298527","https://openalex.org/W2809166736","https://openalex.org/W2882985702","https://openalex.org/W2885918706","https://openalex.org/W2913632136","https://openalex.org/W2918335825","https://openalex.org/W2920083100","https://openalex.org/W2920799526","https://openalex.org/W2932771740","https://openalex.org/W2938135176","https://openalex.org/W2945292759","https://openalex.org/W2950429211","https://openalex.org/W2962883027","https://openalex.org/W2964248614","https://openalex.org/W2972874184","https://openalex.org/W2979987893","https://openalex.org/W3043273434","https://openalex.org/W3044515030","https://openalex.org/W3047269164","https://openalex.org/W3048981883","https://openalex.org/W3082735192","https://openalex.org/W3105324058","https://openalex.org/W3116992856","https://openalex.org/W4234268157"],"related_works":["https://openalex.org/W3076529025","https://openalex.org/W3212933010","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4390610562","https://openalex.org/W4400212587","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"technology":[3,50],"is":[4],"a":[5,76,97,114],"huge":[6],"opportunity":[7],"for":[8,64,104],"the":[9,16,88,102,109,119,135,146,152],"Industrial":[10],"Internet":[11],"of":[12,91,145,151],"Things":[13],"(IIoT)":[14],"in":[15,55,157],"fourth":[17],"industrial":[18],"revolution":[19],"(Industry":[20],"4.0).":[21],"However,":[22],"most":[23,81,158],"AI-driven":[24,120],"applications":[25],"need":[26],"high-end":[27],"servers":[28],"to":[29,38,51,59,79,100,117],"process":[30],"complex":[31],"AI":[32,57,62,82,106],"tasks,":[33,58],"bringing":[34],"high":[35],"energy":[36,53,89,123,144],"consumption":[37,54],"IIoT":[39,65,121],"environments.":[40],"In":[41,108],"this":[42],"article,":[43],"we":[44,95,112],"introduce":[45],"intelligent":[46,71,126],"edge":[47,72,127],"computing,":[48],"emerging":[49],"reduce":[52],"processing":[56],"build":[60,113],"green":[61],"computing":[63,73,93],"applications.":[66],"We":[67],"first":[68],"propose":[69,96],"an":[70],"framework":[74],"with":[75,125],"heterogeneous":[77],"architecture":[78],"offload":[80],"tasks":[83],"from":[84],"servers.":[85],"To":[86],"enhance":[87],"efficiency":[90,124],"various":[92],"resources,":[94],"novel":[98],"algorithm":[99],"optimize":[101],"scheduling":[103,138,148],"different":[105],"tasks.":[107],"performance":[110],"evaluation,":[111],"small":[115],"testbed":[116],"show":[118,133],"applications\u2019":[122],"computing.":[128],"Meanwhile,":[129],"extensive":[130],"simulation":[131],"results":[132],"that":[134],"proposed":[136],"online":[137],"strategy":[139,156],"consumes":[140],"less":[141],"than":[142],"80%":[143],"static":[147],"and":[149],"70%":[150],"first-in,":[153],"first-out":[154],"(FIFO)":[155],"settings.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":46},{"year":2024,"cited_by_count":38},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
