{"id":"https://openalex.org/W3047044545","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156270","title":"Graph4Edge: A Graph-based Computation Offloading Strategy for Mobile-Edge Workflow Applications","display_name":"Graph4Edge: A Graph-based Computation Offloading Strategy for Mobile-Edge Workflow Applications","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3047044545","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156270","mag":"3047044545"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops48775.2020.9156270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Graph4Edge_a_graph-based_computation_offloading_strategy_for_Mobile-Edge_workflow_applications/20696071","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031395083","display_name":"Lingmin Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingmin Fan","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075936732","display_name":"Xiao Liu","orcid":"https://orcid.org/0000-0001-8400-5754"},"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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiao Liu","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029473790","display_name":"Xuejun Li","orcid":"https://orcid.org/0000-0001-6630-2958"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuejun Li","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054168288","display_name":"Dong Yuan","orcid":"https://orcid.org/0000-0003-1130-0888"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dong Yuan","raw_affiliation_strings":["School of Electrical and Information Engineering, University of Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069195306","display_name":"Xu Jia","orcid":"https://orcid.org/0000-0003-0679-9186"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Xu","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031395083"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":2.102,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88074612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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":0.9994000196456909,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9958999752998352,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9829999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.8472135066986084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.844804048538208},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8363116383552551},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6552743911743164},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.588147759437561},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5799441337585449},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.5590544939041138},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5294553637504578},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5099860429763794},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.45642539858818054},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.41650390625},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.41563546657562256},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.31992676854133606},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19434556365013123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1582903265953064},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14361506700515747},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07127541303634644}],"concepts":[{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.8472135066986084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.844804048538208},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8363116383552551},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6552743911743164},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.588147759437561},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5799441337585449},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.5590544939041138},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5294553637504578},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5099860429763794},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.45642539858818054},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.41650390625},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.41563546657562256},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31992676854133606},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19434556365013123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1582903265953064},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14361506700515747},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07127541303634644},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/percomworkshops48775.2020.9156270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30140693","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20696071","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Graph4Edge_a_graph-based_computation_offloading_strategy_for_Mobile-Edge_workflow_applications/20696071","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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20696071","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Graph4Edge_a_graph-based_computation_offloading_strategy_for_Mobile-Edge_workflow_applications/20696071","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":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2401898190","https://openalex.org/W2511425482","https://openalex.org/W2526211369","https://openalex.org/W2546910347","https://openalex.org/W2594560857","https://openalex.org/W2791274860","https://openalex.org/W2950920210","https://openalex.org/W2952027602","https://openalex.org/W2978420299","https://openalex.org/W2999091579","https://openalex.org/W3106445841","https://openalex.org/W6768837008"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W3034137700","https://openalex.org/W2916011811","https://openalex.org/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W3014317926","https://openalex.org/W2917127270","https://openalex.org/W3185499500"],"abstract_inverted_index":{"Mobile":[0],"Edge":[1],"Computing":[2],"(MEC)":[3],"expands":[4],"the":[5,29,48,65,112,129,134,150,157],"capability":[6],"of":[7,39,47,74,152],"mobile":[8],"devices":[9],"so":[10],"that":[11],"users":[12],"can":[13],"run":[14],"complicated":[15],"and":[16,22,34,57],"computation-intensive":[17],"applications":[18,83],"such":[19,54],"as":[20,55],"workflow":[21,82,104,144],"machine":[23],"learning":[24],"tasks.":[25],"Computation":[26],"offloading":[27,100,114,137],"is":[28,78,96],"key":[30],"technology":[31],"for":[32,102,172],"MEC":[33,117],"has":[35],"attracted":[36],"a":[37,97,119],"lot":[38],"research":[40,170],"efforts":[41],"in":[42,116,161],"recent":[43],"years.":[44],"However,":[45],"most":[46],"existing":[49],"studies":[50],"employed":[51],"optimisation":[52],"algorithms":[53],"GA":[56],"PSO":[58],"which":[59,77,95],"have":[60,165],"significant":[61],"computation":[62,66,99,113,136],"overhead.":[63],"Meanwhile,":[64],"tasks":[67],"are":[68,146],"often":[69],"assumed":[70],"to":[71,81,132,148],"be":[72],"independent":[73],"each":[75],"other,":[76],"not":[79],"applicable":[80],"with":[84,142],"strong":[85],"task":[86],"dependencies.":[87],"To":[88],"address":[89],"these":[90],"issues,":[91],"we":[92,110,127,164],"propose":[93,128],"Graph4Edge":[94],"graph-based":[98],"strategy":[101],"mobile-edge":[103],"applications.":[105],"In":[106],"this":[107,162],"paper,":[108,163],"firstly,":[109],"formulate":[111],"problem":[115],"using":[118],"DAG":[120],"(Directed":[121],"Acyclic":[122],"Graph)":[123],"based":[124],"model;":[125],"secondly,":[126],"shortest-path-based":[130],"algorithm":[131],"find":[133],"optimal":[135],"plan;":[138],"finally,":[139],"preliminary":[140],"experiments":[141],"real-world":[143],"traces":[145],"conducted":[147],"evaluate":[149],"performance":[151],"our":[153,173],"proposed":[154],"strategy.":[155],"Given":[156],"promosing":[158],"results":[159],"demonstrated":[160],"also":[166],"presented":[167],"some":[168],"important":[169],"directions":[171],"future":[174],"work.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
