{"id":"https://openalex.org/W4416799691","doi":"https://doi.org/10.1109/icmic66299.2025.11257787","title":"PureEdge AI-Driven Scheduling for Failover Management in Edge Computing Systems","display_name":"PureEdge AI-Driven Scheduling for Failover Management in Edge Computing Systems","publication_year":2025,"publication_date":"2025-08-27","ids":{"openalex":"https://openalex.org/W4416799691","doi":"https://doi.org/10.1109/icmic66299.2025.11257787"},"language":"en","primary_location":{"id":"doi:10.1109/icmic66299.2025.11257787","doi":"https://doi.org/10.1109/icmic66299.2025.11257787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmic66299.2025.11257787","pdf_url":null,"source":{"id":"https://openalex.org/S7407096458","display_name":"International Conference on Mobile, Military, Maritime IT Convergence (ICMIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Mobile, Military, Maritime IT Convergence (ICMIC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5120390172","display_name":"Kim Dong-Seong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kim Dong-Seong","raw_affiliation_strings":["Kumoh National Institute of Technology,ICT Convergence Research Center,Gumi,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,ICT Convergence Research Center,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102842197","display_name":"Syamsul Rizal","orcid":"https://orcid.org/0000-0003-2166-4079","observed_orcids":["https://orcid.org/0000-0003-2166-4079"]},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Rizal Syamsul","raw_affiliation_strings":["Kumoh National Institute of Technology,ICT Convergence Research Center,Gumi,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,ICT Convergence Research Center,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113409471"],"apc_list":null,"apc_paid":null,"fwci":0.7616,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59647852,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9086999893188477,"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":0.9086999893188477,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.03449999913573265,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.031599998474121094,"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/edge-computing","display_name":"edge computing","score":0.8859999775886536},{"id":"https://openalex.org/keywords/task-scheduling","display_name":"task scheduling","score":0.7459999918937683},{"id":"https://openalex.org/keywords/energy-aware-scheduling","display_name":"energy-aware scheduling","score":0.843999981880188},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"round robin scheduling","score":0.9940000176429749},{"id":"https://openalex.org/keywords/load-balancing","display_name":"load balancing","score":0.972000002861023},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.9639999866485596},{"id":"https://openalex.org/keywords/machine-learning-for-scheduling","display_name":"machine learning for scheduling","score":0.5410000085830688}],"concepts":[{"id":"https://openalex.org/C109751979","wikidata":"https://www.wikidata.org/wiki/Q998767","display_name":"Failover","level":2,"score":0.9800000190734863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7821000218391418},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6696000099182129},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6635000109672546},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.5551999807357788},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.4334000051021576},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4302000105381012},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.41440001130104065},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.41029998660087585},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.35269999504089355},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32190001010894775},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.31940001249313354},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.3111000061035156},{"id":"https://openalex.org/C65813073","wikidata":"https://www.wikidata.org/wiki/Q1622420","display_name":"High availability","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C122141398","wikidata":"https://www.wikidata.org/wiki/Q5456330","display_name":"Fixed-priority pre-emptive scheduling","level":5,"score":0.30070000886917114},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29499998688697815},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.2946999967098236},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C3020431745","wikidata":"https://www.wikidata.org/wiki/Q25325220","display_name":"Many core","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C127456818","wikidata":"https://www.wikidata.org/wiki/Q238879","display_name":"Rate-monotonic scheduling","level":4,"score":0.2858999967575073},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C44154001","wikidata":"https://www.wikidata.org/wiki/Q754940","display_name":"Mean time between failures","level":3,"score":0.2630000114440918},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C72108876","wikidata":"https://www.wikidata.org/wiki/Q844565","display_name":"Transaction processing","level":3,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmic66299.2025.11257787","doi":"https://doi.org/10.1109/icmic66299.2025.11257787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmic66299.2025.11257787","pdf_url":null,"source":{"id":"https://openalex.org/S7407096458","display_name":"International Conference on Mobile, Military, Maritime IT Convergence (ICMIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Mobile, Military, Maritime IT Convergence (ICMIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3286339723","display_name":null,"funder_award_id":"2018RIA6AIA03024003,50","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2416799949","https://openalex.org/W3017017882","https://openalex.org/W3111062763","https://openalex.org/W3179083294","https://openalex.org/W4285815109","https://openalex.org/W4391490957","https://openalex.org/W4391589051","https://openalex.org/W4402987481","https://openalex.org/W4403495915","https://openalex.org/W4404032988","https://openalex.org/W4406677841","https://openalex.org/W4406944023","https://openalex.org/W4408862584","https://openalex.org/W4409205969","https://openalex.org/W4410899261"],"related_works":["https://openalex.org/W4416588301","https://openalex.org/W7124972971","https://openalex.org/W7125769463","https://openalex.org/W7116769140","https://openalex.org/W3215620966","https://openalex.org/W7118005772","https://openalex.org/W4411629170","https://openalex.org/W7160903316","https://openalex.org/W7131284603","https://openalex.org/W7164047872"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"comparative":[4],"analysis":[5],"of":[6,58],"three":[7],"scheduling":[8,43],"methods-":[9],"round-robin,":[10],"energy-aware,":[11],"and":[12,26,49,71],"pure":[13],"AI-based":[14,35,61],"-focusing":[15],"on":[16,46],"failover":[17],"time,":[18,20,67],"switch":[19],"request":[21],"handling":[22],"efficiency,":[23,25],"energy":[24,47,73],"load":[27,69],"balancing":[28,68],"in":[29,63],"edge":[30],"computing":[31],"environments.":[32],"The":[33,52],"PureEdge":[34],"method":[36,62],"leverages":[37],"machine":[38],"learning":[39],"to":[40],"dynamically":[41],"optimize":[42],"decisions":[44],"based":[45],"availability":[48],"system":[50],"states.":[51],"simulation":[53],"results":[54],"demonstrate":[55],"the":[56,59],"effectiveness":[57],"proposed":[60],"reducing":[64],"failure":[65],"over":[66],"distribution,":[70],"improving":[72],"efficiency.":[74]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-11-28T00:00:00"}