{"id":"https://openalex.org/W4410359207","doi":"https://doi.org/10.1109/icoin63865.2025.10993163","title":"Optimizing Task Offloading Migration Decisions: An Advantage Actor-Critic Approach","display_name":"Optimizing Task Offloading Migration Decisions: An Advantage Actor-Critic Approach","publication_year":2025,"publication_date":"2025-01-15","ids":{"openalex":"https://openalex.org/W4410359207","doi":"https://doi.org/10.1109/icoin63865.2025.10993163"},"language":"en","primary_location":{"id":"doi:10.1109/icoin63865.2025.10993163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin63865.2025.10993163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5073920053","display_name":"Jin Zhu","orcid":"https://orcid.org/0000-0002-6038-4339"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jin Zhu","raw_affiliation_strings":["University of Ottawa,School of Electrical Engineering and Computer Science,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa,School of Electrical Engineering and Computer Science,Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048076896","display_name":"Amiya Nayak","orcid":"https://orcid.org/0000-0002-4605-0500"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amiya Nayak","raw_affiliation_strings":["University of Ottawa,School of Electrical Engineering and Computer Science,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa,School of Electrical Engineering and Computer Science,Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.6341000199317932,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.6341000199317932,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7109986543655396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6131851673126221},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35524675250053406},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3212283253669739},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09348875284194946},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09210854768753052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7109986543655396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6131851673126221},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35524675250053406},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3212283253669739},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09348875284194946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09210854768753052}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin63865.2025.10993163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin63865.2025.10993163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2496050284","https://openalex.org/W2594560857","https://openalex.org/W2931230695","https://openalex.org/W2999338250","https://openalex.org/W3013347319","https://openalex.org/W3085634010","https://openalex.org/W4302931966","https://openalex.org/W4362588289","https://openalex.org/W6964204777"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W3196817267","https://openalex.org/W1976600725"],"abstract_inverted_index":{"The":[0,10,44,68],"paper":[1],"presents":[2],"a":[3,79],"study":[4],"on":[5],"task":[6],"offloading":[7],"migration":[8],"decisions.":[9],"aim":[11],"is":[12],"to":[13,27,38,53,65],"minimize":[14],"the":[15,19,29,42,48,60],"total":[16],"latency":[17],"of":[18,50,62,81],"offloaded":[20],"computational":[21],"tasks.":[22],"Actor-Critic":[23],"algorithm":[24],"was":[25],"employed":[26],"solve":[28],"problem,":[30],"and":[31,40,74,77],"real":[32],"world":[33],"taxi":[34],"traces":[35],"were":[36],"used":[37],"train":[39],"test":[41],"model.":[43],"results":[45],"indicate":[46],"that":[47],"scheme":[49,61],"only":[51,63],"migrating":[52,64],"neighboring":[54],"servers":[55],"performs":[56],"well":[57],"compared":[58],"with":[59],"any":[66],"server.":[67],"model":[69],"has":[70,78],"good":[71],"average":[72],"rewards":[73],"converges":[75],"faster,":[76],"degree":[80],"generalization":[82],"ability.":[83]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
