{"id":"https://openalex.org/W4413610059","doi":"https://doi.org/10.1093/comjnl/bxaf100","title":"Jointly optimize energy consumption and load distribution in data transmission","display_name":"Jointly optimize energy consumption and load distribution in data transmission","publication_year":2025,"publication_date":"2025-08-02","ids":{"openalex":"https://openalex.org/W4413610059","doi":"https://doi.org/10.1093/comjnl/bxaf100"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxaf100","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaf100","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","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/A5101728157","display_name":"Xiaole Li","orcid":"https://orcid.org/0000-0002-4517-4691"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaole Li","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695152","display_name":"Cuiping Wang","orcid":"https://orcid.org/0000-0002-4249-709X"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuiping Wang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045247136","display_name":"Yinghui Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghui Jiang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365483","display_name":"Xing Wang","orcid":"https://orcid.org/0000-0001-8541-201X"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Wang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014170172","display_name":"Jiuru Wang","orcid":"https://orcid.org/0000-0002-7078-3771"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiuru Wang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100960032","display_name":"Shanwen Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanwen Yi","raw_affiliation_strings":["School of Computer Science and Technology , Shandong University, Jinan, Shandong 250101,","School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology , Shandong University, Jinan, Shandong 250101,","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I119203015"]},{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University , Linyi, Shandong 276000 ,","institution_ids":["https://openalex.org/I15823474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101728157"],"corresponding_institution_ids":["https://openalex.org/I15823474"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37668384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"69","issue":"1","first_page":"74","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9973000288009644,"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":0.9973000288009644,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9937000274658203,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7134869694709778},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6282283067703247},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4674711227416992},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.4462055563926697},{"id":"https://openalex.org/keywords/load-distribution","display_name":"Load distribution","score":0.43937426805496216},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15744492411613464},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09775912761688232},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.052749812602996826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7134869694709778},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6282283067703247},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4674711227416992},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4462055563926697},{"id":"https://openalex.org/C3019591417","wikidata":"https://www.wikidata.org/wiki/Q575614","display_name":"Load distribution","level":2,"score":0.43937426805496216},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15744492411613464},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09775912761688232},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.052749812602996826},{"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},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxaf100","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaf100","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5630254371","display_name":null,"funder_award_id":"62236003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2015126294","https://openalex.org/W2060846151","https://openalex.org/W2079672912","https://openalex.org/W2114480880","https://openalex.org/W2147750403","https://openalex.org/W2186820913","https://openalex.org/W2742681813","https://openalex.org/W2780328474","https://openalex.org/W2907805892","https://openalex.org/W2931395126","https://openalex.org/W2932200608","https://openalex.org/W2982143798","https://openalex.org/W2988171610","https://openalex.org/W2988373588","https://openalex.org/W3008832312","https://openalex.org/W3010451429","https://openalex.org/W3036728815","https://openalex.org/W3043384115","https://openalex.org/W3048031878","https://openalex.org/W3054748417","https://openalex.org/W3081831532","https://openalex.org/W3121008850","https://openalex.org/W3153383888","https://openalex.org/W3156295478","https://openalex.org/W3164005339","https://openalex.org/W3164621937","https://openalex.org/W3174854388","https://openalex.org/W3181746925","https://openalex.org/W3183281859","https://openalex.org/W3198491658","https://openalex.org/W3203565508","https://openalex.org/W3209384649","https://openalex.org/W3217585440","https://openalex.org/W4285268500","https://openalex.org/W4285285365","https://openalex.org/W4285507417","https://openalex.org/W4293192705","https://openalex.org/W4297964528","https://openalex.org/W4391094286","https://openalex.org/W4391096954","https://openalex.org/W4392642843","https://openalex.org/W4399393818","https://openalex.org/W4399458791","https://openalex.org/W4402696770","https://openalex.org/W4403590674","https://openalex.org/W4407939616"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"To":[1],"address":[2],"the":[3,54,63,105,133,141,154],"problem":[4,136],"of":[5,107,161],"high":[6,120],"network":[7,72,173],"energy":[8,29,92,174],"consumption":[9,30,175],"and":[10,31,50,52,89,94,109,122,176],"imbalanced":[11],"load":[12,33,95,178],"distribution":[13],"in":[14],"data":[15],"transmission,":[16],"this":[17],"paper":[18],"proposes":[19],"a":[20,37],"novel":[21],"deep":[22],"reinforcement":[23],"learning":[24],"algorithm":[25,169],"to":[26,56,65,80,118,131,148,157],"jointly":[27],"optimize":[28],"link":[32,108],"distribution.":[34,179],"We":[35,100,139,152],"design":[36,101],"three-layer":[38],"back-propagation":[39],"neural":[40],"network.":[41],"It":[42,61],"iteratively":[43],"adjusts":[44],"weights":[45],"based":[46],"on":[47,75],"past":[48],"states":[49],"actions,":[51],"minimizes":[53],"loss":[55],"improve":[57,126],"action":[58],"prediction":[59],"accuracy.":[60],"guides":[62],"agent":[64],"make":[66],"reasonable":[67],"routing":[68],"decisions":[69],"within":[70],"complex":[71],"environments.":[73],"Based":[74],"this,":[76],"we":[77,125],"leverage":[78],"Q-learning":[79],"seek":[81],"paths":[82],"for":[83,112],"transmission":[84],"demands.":[85],"By":[86],"dynamically":[87],"aggregating":[88],"balancing":[90],"traffic,":[91],"efficiency":[93,121],"balance":[96,177],"can":[97,170],"be":[98],"achieved.":[99],"reward":[102],"functions":[103],"from":[104],"viewpoint":[106],"node,":[110],"respectively,":[111],"different":[113],"optimization":[114],"objectives.":[115,163],"In":[116],"order":[117],"obtain":[119],"good":[123],"robustness,":[124],"roulette-based":[127],"Chebyshev":[128],"scalarization":[129],"function":[130],"solve":[132],"weight":[134],"selection":[135],"among":[137],"multi-objectives.":[138],"update":[140],"Pareto":[142],"set":[143],"via":[144],"multiple":[145],"state":[146],"transitions":[147],"approximate":[149],"optimal":[150],"solution.":[151],"use":[153],"Euclidean":[155],"distance":[156],"measure":[158],"optimizing":[159],"effect":[160],"both":[162],"Simulation":[164],"results":[165],"illustrate":[166],"that":[167],"our":[168],"effectively":[171],"reduce":[172]},"counts_by_year":[],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}