{"id":"https://openalex.org/W4294310699","doi":"https://doi.org/10.1109/tsc.2022.3203700","title":"Optimization Search Strategy for Task Offloading From Collaborative Edge Computing","display_name":"Optimization Search Strategy for Task Offloading From Collaborative Edge Computing","publication_year":2022,"publication_date":"2022-09-02","ids":{"openalex":"https://openalex.org/W4294310699","doi":"https://doi.org/10.1109/tsc.2022.3203700"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2022.3203700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2022.3203700","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Transactions on Services Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Optimization_Search_Strategy_for_Task_Offloading_from_Collaborative_Edge_Computing/22091810","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050931109","display_name":"Jine Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jine Tang","raw_affiliation_strings":["School of Artificial Intelligence, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-3707-069X","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049409904","display_name":"Taishan Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taishan Qin","raw_affiliation_strings":["School of Artificial Intelligence, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051297830","display_name":"Yong Xiang","orcid":"https://orcid.org/0000-0003-3545-7863"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Yong Xiang","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, VIC, Australia","School of Artificial Intelligence, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-3545-7863","affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Artificial Intelligence, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052234427","display_name":"Zhangbing Zhou","orcid":"https://orcid.org/0000-0002-3195-2253"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangbing Zhou","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3195-2253","affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences, Beijing, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100370030","display_name":"Junhua Gu","orcid":"https://orcid.org/0000-0001-8896-1735"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhua Gu","raw_affiliation_strings":["School of Artificial Intelligence, Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, China","School of Artificial Intelligence, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-8896-1735","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Hebei Province Key Laboratory of Big Data Calculation, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"School of Artificial Intelligence, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1376,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87689691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"2044","last_page":"2058"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9882000088691711,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9807000160217285,"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":0.8917718529701233},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.8722879886627197},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6359500288963318},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5807442665100098},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.555185854434967},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5352320075035095},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5290010571479797},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.484450101852417},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4623142182826996},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.419353723526001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09812384843826294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8917718529701233},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8722879886627197},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6359500288963318},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5807442665100098},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.555185854434967},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5352320075035095},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5290010571479797},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.484450101852417},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4623142182826996},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.419353723526001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09812384843826294},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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:10.1109/tsc.2022.3203700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2022.3203700","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Transactions on Services Computing","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/22091810","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Optimization_Search_Strategy_for_Task_Offloading_from_Collaborative_Edge_Computing/22091810","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/22091810","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Optimization_Search_Strategy_for_Task_Offloading_from_Collaborative_Edge_Computing/22091810","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1280322049","display_name":null,"funder_award_id":"61702232","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8060741714","display_name":"\u57fa\u4e8e\u533a\u5757\u94fe\u7684\u7269\u8054\u7f51\u5b89\u5168\u6280\u672f\u7814\u7a76","funder_award_id":"61932011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8201847883","display_name":null,"funder_award_id":"2019B1515120010","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2032233621","https://openalex.org/W2112129327","https://openalex.org/W2118269922","https://openalex.org/W2155713641","https://openalex.org/W2400861403","https://openalex.org/W2604119386","https://openalex.org/W2800973392","https://openalex.org/W2803750062","https://openalex.org/W2889547515","https://openalex.org/W2903978855","https://openalex.org/W2905109032","https://openalex.org/W2912706254","https://openalex.org/W2963529364","https://openalex.org/W2971802369","https://openalex.org/W2981618170","https://openalex.org/W2994053796","https://openalex.org/W2998001913","https://openalex.org/W3006297401","https://openalex.org/W3009649541","https://openalex.org/W3029532343","https://openalex.org/W3037157458","https://openalex.org/W3091810627","https://openalex.org/W3093793239","https://openalex.org/W3102598398","https://openalex.org/W3105883416","https://openalex.org/W3107242135","https://openalex.org/W3109674804","https://openalex.org/W3127919686","https://openalex.org/W3130076268","https://openalex.org/W3130534369","https://openalex.org/W3130860842","https://openalex.org/W3142084780","https://openalex.org/W3158461313","https://openalex.org/W3180774121","https://openalex.org/W3182967956","https://openalex.org/W3196226093","https://openalex.org/W4211257623","https://openalex.org/W4213418679","https://openalex.org/W4226278548"],"related_works":["https://openalex.org/W4214747436","https://openalex.org/W2953002963","https://openalex.org/W3154796165","https://openalex.org/W4361251304","https://openalex.org/W2902693277","https://openalex.org/W4378977105","https://openalex.org/W3139051647","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704"],"abstract_inverted_index":{"Edge":[0],"computing":[1,61,243],"is":[2,51,124,155,186,219,287],"a":[3,53,82,151,183,260],"popular":[4],"paradigm":[5],"in":[6,18,116,137,322],"solving":[7],"the":[8,28,42,48,57,64,70,86,90,97,108,117,145,159,169,180,188,195,201,209,213,222,229,242,266,277,291,301,304,310],"problems":[9],"of":[10,20,34,63,76,89,96,134,197,216,232,268,303,324],"long":[11],"time":[12,75,239,325],"delay":[13,215,326],"and":[14,60,72,127,166,179,212,309,327],"high":[15,131],"energy":[16,230,292,328],"consumption":[17,231,293],"Internet":[19],"Things":[21],"(IoT)":[22],"network,":[23],"which":[24],"can":[25,318],"effectively":[26],"realize":[27],"IoT":[29],"task":[30,105,121,234],"offloading":[31,47,118,122],"by":[32,240,295],"collaboration":[33],"multiple":[35],"edge":[36,44,65,109,164,270],"servers.":[37],"Nevertheless,":[38],"how":[39],"to":[40,129,157,176,190,208,227,245,264,289],"choose":[41],"appropriate":[43],"servers":[45,66,110,165,271],"for":[46,272],"dependent":[49],"subtasks":[50,247],"still":[52],"big":[54],"challenge,":[55],"considering":[56],"limited":[58],"resources":[59,204,244],"power":[62],"as":[67,69],"well":[68],"start":[71],"end":[73],"execution":[74,87,133],"each":[77,233],"subtask.":[78],"These":[79],"factors":[80],"have":[81,299],"great":[83],"impact":[84],"on":[85,101,249,306],"efficiency":[88],"whole":[91],"task.":[92],"At":[93],"present,":[94],"most":[95],"research":[98],"works":[99],"focus":[100],"single-hop":[102],"or":[103],"multi-hop":[104],"offloading,":[106],"where":[107],"farther":[111],"away":[112],"are":[113,205],"not":[114,125,141],"considered":[115],"decision.":[119],"Such":[120],"strategy":[123],"optimal,":[126],"difficult":[128],"achieve":[130,319],"parallel":[132],"tasks,":[135],"resulting":[136],"some":[138],"delay-sensitive":[139,198],"tasks":[140,174,218],"being":[142],"completed":[143],"within":[144],"specified":[146],"time.":[147,253],"In":[148,168,221],"this":[149],"paper,":[150],"two-stage":[152],"optimization":[153],"method":[154,317],"proposed":[156,316],"solve":[158],"resource":[160,191,256],"allocation":[161],"problem":[162],"between":[163],"tasks.":[167,199],"first":[170],"stage,":[171,224],"we":[172,225,258],"group":[173,181,255],"according":[175,207],"their":[177,250],"priorities,":[178],"with":[182],"higher":[184],"priority":[185],"given":[187],"preference":[189],"allocation,":[192,257],"thereby":[193],"ensuring":[194],"timeliness":[196],"Within":[200],"same":[202],"group,":[203],"competed":[206],"game":[210],"theory,":[211],"total":[214],"all":[217,269],"optimized.":[220],"second":[223],"aim":[226],"optimize":[228],"without":[235],"increasing":[236],"its":[237,246],"completion":[238,252],"allocating":[241],"based":[248,283],"maximum":[251],"For":[254],"propose":[259],"spatial":[261],"index":[262],"tree":[263],"store":[265],"information":[267,296],"optimal":[273],"server":[274],"selection.":[275],"During":[276],"selection":[278],"process,":[279],"an":[280],"online":[281],"learning":[282],"double":[284],"prediction":[285],"model":[286],"utilized":[288],"reduce":[290],"caused":[294],"transmission.":[297],"We":[298],"evaluated":[300],"performance":[302,321],"experiment":[305],"iFogSim":[307],"simulator,":[308],"experimental":[311],"results":[312],"show":[313],"that":[314],"our":[315],"better":[320],"terms":[323],"consumption.":[329]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
