{"id":"https://openalex.org/W4389474175","doi":"https://doi.org/10.1109/jiot.2023.3341062","title":"Joint Task Partitioning and Parallel Scheduling in Device-Assisted Mobile Edge Networks","display_name":"Joint Task Partitioning and Parallel Scheduling in Device-Assisted Mobile Edge Networks","publication_year":2023,"publication_date":"2023-12-08","ids":{"openalex":"https://openalex.org/W4389474175","doi":"https://doi.org/10.1109/jiot.2023.3341062"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3341062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3341062","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things 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/A5100421852","display_name":"Yang Li","orcid":"https://orcid.org/0009-0007-1601-633X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-1601-633X","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016151755","display_name":"Xinlei Ge","orcid":"https://orcid.org/0000-0002-0635-7129"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinlei Ge","raw_affiliation_strings":["School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0635-7129","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034448900","display_name":"Bo Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]},{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Lei","raw_affiliation_strings":["Network Technology Department, China Telecom Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network Technology Department, China Telecom Research Institute, Beijing, China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625605","display_name":"Xing Zhang","orcid":"https://orcid.org/0000-0003-4345-6166"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Zhang","raw_affiliation_strings":["School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4345-6166","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100350664","display_name":"Wenbo Wang","orcid":"https://orcid.org/0000-0002-0911-3189"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbo Wang","raw_affiliation_strings":["School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0911-3189","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3339,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9295042,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"8","first_page":"14058","last_page":"14075"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T13553","display_name":"Age of Information Optimization","score":0.9940999746322632,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8920259475708008},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6717987060546875},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6682758927345276},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5862434506416321},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5603856444358826},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5273200869560242},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.49555790424346924},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.48414310812950134},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.44999682903289795},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4445219039916992},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.421022891998291},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3905750513076782},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3537057042121887},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33955854177474976},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24588680267333984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1754869818687439},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.14553895592689514},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.10065826773643494},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08262702822685242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8920259475708008},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6717987060546875},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6682758927345276},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5862434506416321},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5603856444358826},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5273200869560242},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.49555790424346924},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.48414310812950134},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.44999682903289795},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4445219039916992},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.421022891998291},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3905750513076782},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3537057042121887},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33955854177474976},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24588680267333984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1754869818687439},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.14553895592689514},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.10065826773643494},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08262702822685242},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3341062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3341062","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2318073715","display_name":null,"funder_award_id":"62271062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4536483767","display_name":"\u79fb\u52a8\u8fb9\u7f18\u7b97\u529b\u7f51\u7edc\u667a\u80fd\u8d44\u6e90\u7ba1\u63a7\u6280\u672f\u7814\u7a76","funder_award_id":"62071063","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2127172809","https://openalex.org/W2159022918","https://openalex.org/W2195423816","https://openalex.org/W2344423009","https://openalex.org/W2400861403","https://openalex.org/W2511498629","https://openalex.org/W2516316490","https://openalex.org/W2592843051","https://openalex.org/W2603810864","https://openalex.org/W2741784930","https://openalex.org/W2741913166","https://openalex.org/W2777781531","https://openalex.org/W2794371013","https://openalex.org/W2900601578","https://openalex.org/W2908479596","https://openalex.org/W2916011811","https://openalex.org/W2916693941","https://openalex.org/W2938536728","https://openalex.org/W2950920210","https://openalex.org/W2954675767","https://openalex.org/W2959927339","https://openalex.org/W2963060851","https://openalex.org/W2963334314","https://openalex.org/W2965442760","https://openalex.org/W2968424451","https://openalex.org/W2968777657","https://openalex.org/W2975241278","https://openalex.org/W3009963213","https://openalex.org/W3034966248","https://openalex.org/W3035007032","https://openalex.org/W3036231888","https://openalex.org/W3040914594","https://openalex.org/W3045934496","https://openalex.org/W3048391539","https://openalex.org/W3088518202","https://openalex.org/W3103591951","https://openalex.org/W3103970976","https://openalex.org/W3105504538","https://openalex.org/W3133592136","https://openalex.org/W3137932838","https://openalex.org/W3144235125","https://openalex.org/W3168768468","https://openalex.org/W3188272948","https://openalex.org/W3192851914","https://openalex.org/W3198123857","https://openalex.org/W3198611919","https://openalex.org/W3200600175","https://openalex.org/W4205365067","https://openalex.org/W4226490845","https://openalex.org/W4226509919","https://openalex.org/W4283221139","https://openalex.org/W4306178022","https://openalex.org/W4315630144","https://openalex.org/W4315631133","https://openalex.org/W4315783243","https://openalex.org/W4387212220","https://openalex.org/W6653593260","https://openalex.org/W6683204974","https://openalex.org/W6725127647","https://openalex.org/W6845824303"],"related_works":["https://openalex.org/W3154796165","https://openalex.org/W4361251304","https://openalex.org/W3139051647","https://openalex.org/W2902693277","https://openalex.org/W4378977105","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W4322761281","https://openalex.org/W4238233472"],"abstract_inverted_index":{"With":[0],"the":[1,4,13,46,50,56,85,102,152,162,178],"development":[2],"of":[3,6,90,105],"Internet":[5],"Things":[7],"(IoT),":[8],"certain":[9],"IoT":[10,42,82],"devices":[11,43],"have":[12],"capability":[14],"to":[15,44,94,119,160,225],"not":[16],"only":[17],"accomplish":[18],"their":[19],"own":[20],"tasks":[21,65],"but":[22],"also":[23],"simultaneously":[24],"assist":[25],"other":[26,226],"resource-constrained":[27],"devices.":[28],"Therefore,":[29],"this":[30,61,91,193],"article":[31],"considers":[32],"a":[33,128,155,187,195],"device-assisted":[34],"mobile":[35],"edge":[36,51,86],"computing":[37,52],"system":[38,58,115],"that":[39,100,177,209],"leverages":[40,154],"auxiliary":[41],"alleviate":[45],"computational":[47],"burden":[48],"on":[49,80,146],"server":[53],"and":[54,71,109,135,197,216],"enhance":[55],"overall":[57],"performance.":[59],"In":[60],"study,":[62],"computationally":[63],"intensive":[64],"are":[66],"decomposed":[67],"into":[68],"multiple":[69],"partitions,":[70],"each":[72,167],"task":[73,106,132,168,199],"partition":[74],"can":[75],"be":[76],"processed":[77],"in":[78,220],"parallel":[79,110,136],"an":[81,96],"device":[83],"or":[84],"server.":[87],"The":[88],"objective":[89],"research":[92],"is":[93,141,144,175,203],"develop":[95],"efficient":[97],"online":[98,131],"algorithm":[99,202],"addresses":[101],"joint":[103],"optimization":[104,122],"partitioning":[107,133,164],"(TP)":[108],"scheduling":[111,137,200],"(PS)":[112],"under":[113],"time-varying":[114],"states,":[116],"posing":[117],"challenges":[118],"conventional":[120],"numerical":[121],"methods.":[123],"To":[124,191],"address":[125,192],"these":[126],"challenges,":[127],"framework":[129,153],"called":[130],"action":[134,165],"policy":[138],"generation":[139],"(OTPPS)":[140],"proposed,":[142],"which":[143],"based":[145],"deep":[147,156],"reinforcement":[148],"learning":[149],"(DRL).":[150],"Specifically,":[151],"neural":[157],"network":[158],"(DNN)":[159],"learn":[161],"optimal":[163],"for":[166],"by":[169],"mapping":[170],"input":[171],"states.":[172],"Furthermore,":[173],"it":[174],"demonstrated":[176],"remaining":[179],"PS":[180],"problem":[181],"exhibits":[182],"NP-hard":[183],"complexity":[184],"when":[185],"considering":[186],"specific":[188],"TP":[189],"action.":[190],"subproblem,":[194],"fair":[196],"delay-minimized":[198],"(FDMTS)":[201],"designed.":[204],"Extensive":[205],"evaluation":[206],"results":[207],"demonstrate":[208],"OTPPS":[210],"achieves":[211],"near-optimal":[212],"average":[213],"delay":[214],"performance":[215],"consistently":[217],"high-fairness":[218],"levels":[219],"various":[221],"environmental":[222],"states":[223],"compared":[224],"baseline":[227],"schemes.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}