{"id":"https://openalex.org/W4399366164","doi":"https://doi.org/10.3390/sym16060699","title":"Research on Decomposition and Offloading Strategies for Complex Divisible Computing Tasks in Computing Power Networks","display_name":"Research on Decomposition and Offloading Strategies for Complex Divisible Computing Tasks in Computing Power Networks","publication_year":2024,"publication_date":"2024-06-05","ids":{"openalex":"https://openalex.org/W4399366164","doi":"https://doi.org/10.3390/sym16060699"},"language":"en","primary_location":{"id":"doi:10.3390/sym16060699","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16060699","pdf_url":"https://www.mdpi.com/2073-8994/16/6/699/pdf?version=1717635595","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/16/6/699/pdf?version=1717635595","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040389508","display_name":"Ping He","orcid":"https://orcid.org/0009-0006-5813-2657"},"institutions":[{"id":"https://openalex.org/I113992204","display_name":"Hebei University of Economics and Business","ror":"https://ror.org/05j1kc284","country_code":"CN","type":"education","lineage":["https://openalex.org/I113992204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping He","raw_affiliation_strings":["Hebei Cross-Border E-Commerce Technology Innovation Center, Shijiazhuang 050061, China","School of Management Sciences and Information Engineering, Hebei University of Economics and Business, Shijiazhuang 050061, China"],"affiliations":[{"raw_affiliation_string":"Hebei Cross-Border E-Commerce Technology Innovation Center, Shijiazhuang 050061, China","institution_ids":[]},{"raw_affiliation_string":"School of Management Sciences and Information Engineering, Hebei University of Economics and Business, Shijiazhuang 050061, China","institution_ids":["https://openalex.org/I113992204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092271249","display_name":"Jiayue Cang","orcid":null},"institutions":[{"id":"https://openalex.org/I113992204","display_name":"Hebei University of Economics and Business","ror":"https://ror.org/05j1kc284","country_code":"CN","type":"education","lineage":["https://openalex.org/I113992204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayue Cang","raw_affiliation_strings":["School of Management Sciences and Information Engineering, Hebei University of Economics and Business, Shijiazhuang 050061, China"],"affiliations":[{"raw_affiliation_string":"School of Management Sciences and Information Engineering, Hebei University of Economics and Business, Shijiazhuang 050061, China","institution_ids":["https://openalex.org/I113992204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103909013","display_name":"Huaying Qi","orcid":"https://orcid.org/0009-0004-8007-3257"},"institutions":[{"id":"https://openalex.org/I113992204","display_name":"Hebei University of Economics and Business","ror":"https://ror.org/05j1kc284","country_code":"CN","type":"education","lineage":["https://openalex.org/I113992204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaying Qi","raw_affiliation_strings":["School of Management Sciences and Information Engineering, Hebei University of Economics and Business, Shijiazhuang 050061, China"],"affiliations":[{"raw_affiliation_string":"School of Management Sciences and Information Engineering, Hebei University of Economics and Business, Shijiazhuang 050061, China","institution_ids":["https://openalex.org/I113992204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100634946","display_name":"Hui Li","orcid":"https://orcid.org/0000-0002-4404-8845"},"institutions":[{"id":"https://openalex.org/I4210151161","display_name":"Baoding University","ror":"https://ror.org/04asgtj30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151161"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Li","raw_affiliation_strings":["Baoding Technical College of Electric Power, Baoding 071000, China"],"affiliations":[{"raw_affiliation_string":"Baoding Technical College of Electric Power, Baoding 071000, China","institution_ids":["https://openalex.org/I4210151161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100634946"],"corresponding_institution_ids":["https://openalex.org/I4210151161"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07457407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"6","first_page":"699","last_page":"699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9739999771118164,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8681591749191284},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6487348079681396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5394561886787415},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5109168887138367},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5031229853630066},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.46950435638427734},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4689010679721832},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4435688853263855},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.42654529213905334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07973343133926392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8681591749191284},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6487348079681396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5394561886787415},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5109168887138367},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5031229853630066},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.46950435638427734},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4689010679721832},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4435688853263855},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.42654529213905334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07973343133926392},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/sym16060699","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16060699","pdf_url":"https://www.mdpi.com/2073-8994/16/6/699/pdf?version=1717635595","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c898f3d244474c9597ee9487445d2997","is_oa":true,"landing_page_url":"https://doaj.org/article/c898f3d244474c9597ee9487445d2997","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 16, Iss 6, p 699 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/sym16060699","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16060699","pdf_url":"https://www.mdpi.com/2073-8994/16/6/699/pdf?version=1717635595","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399366164.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2910776806","https://openalex.org/W2921385201","https://openalex.org/W2988871040","https://openalex.org/W2998131455","https://openalex.org/W3016764502","https://openalex.org/W3026765347","https://openalex.org/W3033881824","https://openalex.org/W3047488480","https://openalex.org/W3047655929","https://openalex.org/W3082598040","https://openalex.org/W3108133122","https://openalex.org/W3138086272","https://openalex.org/W3184412044","https://openalex.org/W3202889960","https://openalex.org/W3203537513","https://openalex.org/W4200045008","https://openalex.org/W4384701205","https://openalex.org/W4386643188","https://openalex.org/W4386961207","https://openalex.org/W6854459518"],"related_works":["https://openalex.org/W1081706099","https://openalex.org/W2370730867","https://openalex.org/W75090202","https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W4221092438","https://openalex.org/W4406207611","https://openalex.org/W4407633523"],"abstract_inverted_index":{"With":[0],"the":[1,14,23,33,56,72,78,84,88,126,149,181,188,193,196,201,204,207,220,226,232,241,249,257],"continuous":[2],"emergence":[3],"of":[4,26,35,42,68,80,90,106,128],"intelligent":[5],"network":[6,29,40],"applications":[7],"and":[8,28,45,60,76,93,125,130,143,162,173,192,228,240,252,255],"complex":[9,51,138],"tasks":[10,54],"for":[11],"mobile":[12],"terminals,":[13],"traditional":[15],"single":[16,104],"computing":[17,27,38,53,140],"model":[18],"often":[19],"fails":[20],"to":[21,63,119,179,218],"meet":[22],"greater":[24],"requirements":[25],"technology,":[30],"thus":[31,70],"promoting":[32],"formation":[34],"a":[36,65,103,137,164],"new":[37],"power":[39],"architecture,":[41],"\u2018cloud,":[43],"edge":[44],"end\u2019":[46],"three-level":[47],"heterogeneous":[48],"computing.":[49],"For":[50],"divisible":[52,139],"in":[55,83,87,122,243],"network,":[57],"task":[58,91,107,141,151,156,182,189,197,250],"decomposition":[59,92,115,142],"offloading":[61,132,144,205,213,222],"help":[62],"realize":[64],"distributed":[66],"execution":[67],"tasks,":[69],"reducing":[71],"overall":[73],"running":[74],"time":[75],"improving":[77],"utilization":[79],"fragmented":[81],"resources":[82],"network.":[85],"However,":[86],"process":[89],"offloading,":[94],"there":[95,100],"are":[96,235],"problems,":[97],"such":[98],"as":[99,203],"only":[101],"being":[102],"method":[105],"decomposition;":[108],"that":[109,224],"too":[110,113],"large":[111],"or":[112],"small":[114],"granularity":[116],"will":[117],"lead":[118],"an":[120,168],"increase":[121],"transmission":[123],"delay;":[124],"pursuit":[127],"low-delay":[129],"low-energy":[131],"requirements.":[133],"Based":[134],"on":[135,159,187],"this,":[136],"scheme":[145,223,242],"is":[146,152,177,216],"proposed.":[147],"Firstly,":[148],"computational":[150],"decomposed":[153],"into":[154,184],"multiple":[155],"elements":[157,183,190],"based":[158,186],"code":[160],"partitioning,":[161],"then":[163],"density-peak-clustering":[165],"algorithm":[166,214],"with":[167],"improved":[169,208],"adaptive":[170],"truncation":[171],"distance":[172],"clustering":[174],"center":[175],"(ATDCC-DPC)":[176],"proposed":[178,217,233],"cluster":[180],"subtasks":[185,202],"themselves":[191],"dependencies":[194],"between":[195],"elements.":[198],"Secondly,":[199],"taking":[200],"objects,":[206],"Double":[209],"Deep":[210],"Q-Network":[211],"subtask":[212],"(ISO-DDQN)":[215],"find":[219],"optimal":[221],"minimizes":[225],"delay":[227,251],"energy":[229,253],"consumption.":[230],"Finally,":[231],"algorithms":[234],"verified":[236],"by":[237],"simulation":[238],"experiments,":[239],"this":[244],"paper":[245],"can":[246],"effectively":[247],"reduce":[248],"consumption":[254],"improve":[256],"service":[258],"experience.":[259]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
