{"id":"https://openalex.org/W4387883596","doi":"https://doi.org/10.1109/icc45041.2023.10279246","title":"Bat-FG: A Broad Attention Based Fine-Grained Offloading in Green Computing Power Networks","display_name":"Bat-FG: A Broad Attention Based Fine-Grained Offloading in Green Computing Power Networks","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387883596","doi":"https://doi.org/10.1109/icc45041.2023.10279246"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10279246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","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/A5056337217","display_name":"Zhutao Liu","orcid":"https://orcid.org/0000-0003-1139-1927"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhutao Liu","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University,Tianjin,China","College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007510770","display_name":"Chao Qiu","orcid":"https://orcid.org/0000-0002-2224-2292"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Qiu","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University,Tianjin,China","College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083504621","display_name":"Yunfeng Zhao","orcid":"https://orcid.org/0000-0001-6767-7233"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfeng Zhao","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University,Tianjin,China","College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363470","display_name":"Xiaofei Wang","orcid":"https://orcid.org/0000-0002-7223-1030"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Wang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University,Tianjin,China","College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109372032","display_name":"Jing Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Jiang","raw_affiliation_strings":["Xi&#x0027;an University of Posts and Telecommunications,Shaanxi Key Laboratory of Information Communication Network and Security,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an University of Posts and Telecommunications,Shaanxi Key Laboratory of Information Communication Network and Security,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056337217"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":1.0031,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77710259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5117","last_page":"5122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"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":0.9993000030517578,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9947999715805054,"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/T13553","display_name":"Age of Information Optimization","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7972314357757568},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6931201219558716},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6632296442985535},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5993848443031311},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.53465735912323},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5197917222976685},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.47270628809928894},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46398380398750305},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.45677465200424194},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.43158113956451416},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.43000078201293945},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3356431722640991},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.2900809645652771},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.20339462161064148},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1621895730495453},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10190004110336304}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7972314357757568},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6931201219558716},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6632296442985535},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5993848443031311},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.53465735912323},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5197917222976685},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.47270628809928894},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46398380398750305},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.45677465200424194},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.43158113956451416},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.43000078201293945},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3356431722640991},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2900809645652771},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.20339462161064148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1621895730495453},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10190004110336304},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45041.2023.10279246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4576238741","display_name":null,"funder_award_id":"62072332","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2106076593","https://openalex.org/W2604763608","https://openalex.org/W2757140470","https://openalex.org/W2891123429","https://openalex.org/W2901409262","https://openalex.org/W2915520884","https://openalex.org/W2945235903","https://openalex.org/W2963060851","https://openalex.org/W2973445661","https://openalex.org/W3009391516","https://openalex.org/W3042641740","https://openalex.org/W3047538493","https://openalex.org/W3123257271","https://openalex.org/W3163279171","https://openalex.org/W4293057332","https://openalex.org/W6631190155","https://openalex.org/W6736057607"],"related_works":["https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214","https://openalex.org/W2084768720","https://openalex.org/W2043010663","https://openalex.org/W2159099865"],"abstract_inverted_index":{"Computing":[0],"Power":[1],"Network":[2],"(CPN)":[3],"is":[4,26],"an":[5],"evolution":[6],"of":[7,15,24,33],"multi-access":[8],"edge":[9],"computing.":[10],"Since":[11],"the":[12,30,84,100,122,127],"skyrocketing":[13],"proliferation":[14],"CPN":[16],"s,":[17],"energy":[18,25,131,148],"consumption":[19],"aggravates":[20],"explosively.":[21],"However,":[22],"majority":[23],"wasted":[27],"due":[28],"to":[29,119],"incomplete":[31],"analysis":[32],"tasks":[34,40,104],"and":[35,45,86,105,130,145],"resources,":[36,91],"such":[37],"as":[38],"coarse-grained":[39,42],"consideration,":[41],"resources":[43,93],"integration,":[44],"unfocused":[46],"complex":[47],"information.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52,71,108],"propose":[53],"a":[54,110],"broad":[55,112],"attention":[56,113],"based":[57],"fine-grained":[58,69,103],"task":[59,143],"offloading":[60,78],"approach":[61],"in":[62],"green":[63,81],"CPNs,":[64],"i.e.,":[65,117],"Bat-FG.":[66],"Specifically,":[67],"for":[68,80,125],"tasks,":[70],"establish":[72],"directed":[73],"acyclic":[74],"graphs":[75],"(DAGs)":[76],"subtasks":[77],"problem":[79],"CPNs":[82],"under":[83],"dependency":[85],"service":[87],"constraints.":[88],"For":[89],"finegrained":[90],"decentralized":[92],"are":[94],"integrated":[95],"into":[96],"resource":[97,106],"pools.":[98],"Bridging":[99],"gap":[101],"between":[102],"pools,":[107],"design":[109],"novel":[111],"meta-reinforcement":[114],"learning":[115],"approach,":[116],"Bat-MRL":[118],"focus":[120],"on":[121],"main":[123],"information":[124],"reducing":[126],"tasks'":[128],"latency":[129,144],"consumption.":[132,149],"Finally,":[133],"extensive":[134],"simulations":[135],"show":[136],"that":[137],"Bat-FG":[138],"significantly":[139],"reduces":[140],"25.6":[141],"%":[142,147],"72.9":[146]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
