{"id":"https://openalex.org/W4385488807","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191811","title":"Multi-task Scheduling with Dependencies in Heterogeneous Edge Arithmetic Networks","display_name":"Multi-task Scheduling with Dependencies in Heterogeneous Edge Arithmetic Networks","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385488807","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191811"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn54540.2023.10191811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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/A5054334234","display_name":"Weibang Li","orcid":"https://orcid.org/0000-0002-0947-4806"},"institutions":[{"id":"https://openalex.org/I2799449666","display_name":"State Ethnic Affairs Commission","ror":"https://ror.org/01p9g6b97","country_code":"CN","type":"government","lineage":["https://openalex.org/I2799449666"]},{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weibang Li","raw_affiliation_strings":["Southwest Minzu University,The Key Laboratory for Computer Systems of State Ethnic Affairs Commission,Chengdu,China","The Key Laboratory for Computer Systems of State Ethnic Affairs Commission, Southwest Minzu University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Southwest Minzu University,The Key Laboratory for Computer Systems of State Ethnic Affairs Commission,Chengdu,China","institution_ids":["https://openalex.org/I2799449666","https://openalex.org/I6645349"]},{"raw_affiliation_string":"The Key Laboratory for Computer Systems of State Ethnic Affairs Commission, Southwest Minzu University, Chengdu, China","institution_ids":["https://openalex.org/I2799449666","https://openalex.org/I6645349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100435372","display_name":"Ling Li","orcid":"https://orcid.org/0000-0003-2471-0181"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Li","raw_affiliation_strings":["University of Electronic Science and Technology of China,National Key Laboratory on Wireless Communications,Chengdu,China","National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,National Key Laboratory on Wireless Communications,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"National Key Laboratory on Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054334234"],"corresponding_institution_ids":["https://openalex.org/I2799449666","https://openalex.org/I6645349"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10146178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.9979000091552734,"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/T13553","display_name":"Age of Information Optimization","score":0.9800999760627747,"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":0.8528978228569031},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6953784227371216},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6402691006660461},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5869851112365723},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.5133141875267029},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4758555591106415},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.45173510909080505},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.4459536373615265},{"id":"https://openalex.org/keywords/fixed-priority-pre-emptive-scheduling","display_name":"Fixed-priority pre-emptive scheduling","score":0.4164343774318695},{"id":"https://openalex.org/keywords/rate-monotonic-scheduling","display_name":"Rate-monotonic scheduling","score":0.3448036015033722},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.32282549142837524},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.22357499599456787},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16031277179718018},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13249492645263672},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.08975043892860413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08177238702774048}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8528978228569031},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6953784227371216},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6402691006660461},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5869851112365723},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.5133141875267029},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4758555591106415},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.45173510909080505},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.4459536373615265},{"id":"https://openalex.org/C122141398","wikidata":"https://www.wikidata.org/wiki/Q5456330","display_name":"Fixed-priority pre-emptive scheduling","level":5,"score":0.4164343774318695},{"id":"https://openalex.org/C127456818","wikidata":"https://www.wikidata.org/wiki/Q238879","display_name":"Rate-monotonic scheduling","level":4,"score":0.3448036015033722},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.32282549142837524},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.22357499599456787},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16031277179718018},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13249492645263672},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.08975043892860413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08177238702774048},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn54540.2023.10191811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3171655929","display_name":null,"funder_award_id":"2020PTJS18003","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2776300037","https://openalex.org/W2801812796","https://openalex.org/W2896070538","https://openalex.org/W2896918824","https://openalex.org/W2918400102","https://openalex.org/W2919603306","https://openalex.org/W2921722915","https://openalex.org/W2964015972","https://openalex.org/W2971329741","https://openalex.org/W2971544482","https://openalex.org/W2976431391","https://openalex.org/W2987084653","https://openalex.org/W2990839184","https://openalex.org/W3105886168"],"related_works":["https://openalex.org/W3184267879","https://openalex.org/W1545991362","https://openalex.org/W2184166483","https://openalex.org/W2167574351","https://openalex.org/W4390711934","https://openalex.org/W4390711911","https://openalex.org/W2545511463","https://openalex.org/W4390711930","https://openalex.org/W4390711951","https://openalex.org/W4300092030"],"abstract_inverted_index":{"The":[0,83,192,214],"current":[1],"development":[2],"of":[3,13,24,31,63,117,140,154,166,173,182,187,195,229],"edge":[4,19,77],"computing":[5,20,25,34,78,113,118,128,141,183,188,234],"technology":[6],"provides":[7],"a":[8,37,61,71,100,211],"possibility":[9],"for":[10,33,40,75],"real-time":[11],"processing":[12,231],"network":[14],"stream":[15],"data,":[16],"but":[17],"in":[18,115,203,227],"scenarios,":[21],"the":[22,28,53,107,138,146,151,164,170,180,196,204,219,244],"heterogeneity":[23],"resources":[26,35,120,186],"and":[27,58,97,112,121,124,158,179,184,238],"personalized":[29],"demand":[30],"tasks":[32,55,87,111,126,161],"pose":[36],"great":[38],"challenge":[39,44],"task":[41,155,174,230],"scheduling.":[42],"This":[43],"is":[45,60,176,190,206],"even":[46],"greater":[47],"when":[48],"there":[49,59],"are":[50,91],"dependencies":[51,201],"between":[52,86,110],"multiple":[54,160],"being":[56],"scheduled,":[57],"lack":[62],"relevant":[64],"research.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69,105],"propose":[70],"multi-task":[72,197,220],"scheduling":[73,159,198,221,246],"method":[74,199,222],"heterogeneous":[76],"networks":[79],"with":[80,130,200,243],"dependency":[81,84],"relationships.":[82],"relationships":[85],"to":[88,127,136,149],"be":[89],"scheduled":[90],"represented":[92],"as":[93,135],"directed":[94],"acyclic":[95],"graphs,":[96],"by":[98],"constructing":[99],"comprehensive":[101],"matching":[102,108,132],"degree":[103],"model,":[104],"consider":[106],"situation":[109],"devices":[114,129,189],"terms":[116,228],"power":[119,142,235],"storage":[122,185,239],"resources,":[123],"prioritize":[125],"high":[131],"degree,":[133],"so":[134],"improve":[137],"utilization":[139,181,237,241],"resources.":[143],"By":[144],"optimizing":[145],"bandwidth":[147],"allocation":[148],"reduce":[150],"response":[152,171,232],"time":[153,172],"data":[156],"transmission":[157],"based":[162,209],"on":[163,210],"idea":[165],"minimum":[167],"cost":[168],"flow,":[169],"computation":[175],"effectively":[177],"reduced":[178],"improved.":[191],"experimental":[193,215],"validation":[194],"proposed":[202,223],"thesis":[205],"carried":[207],"out":[208],"simulation":[212],"environment.":[213],"results":[216],"show":[217],"that":[218],"has":[224],"obvious":[225],"advantages":[226],"time,":[233],"resource":[236,240],"compared":[242],"random":[245],"method.":[247]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
