{"id":"https://openalex.org/W4401661421","doi":"https://doi.org/10.48550/arxiv.2407.11155","title":"Joint Optimization of Completion Ratio and Latency of Offloaded Tasks with Multiple Priority Levels in 5G Edge","display_name":"Joint Optimization of Completion Ratio and Latency of Offloaded Tasks with Multiple Priority Levels in 5G Edge","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4401661421","doi":"https://doi.org/10.48550/arxiv.2407.11155"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2407.11155","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.11155","pdf_url":"https://arxiv.org/pdf/2407.11155","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.11155","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034562266","display_name":"Parisa Fard Moshiri","orcid":"https://orcid.org/0000-0001-5473-5465"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moshiri, Parisa Fard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021726620","display_name":"Murat \u015eim\u015fek","orcid":"https://orcid.org/0000-0003-3156-5760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simsek, Murat","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5003131477","display_name":"Burak Kantarc\u0131","orcid":"https://orcid.org/0000-0003-0220-7956"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kantarci, Burak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.8449000120162964,"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":0.8449000120162964,"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/joint","display_name":"Joint (building)","score":0.7226415276527405},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6521551012992859},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.578289806842804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5592867732048035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14469489455223083},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13626298308372498}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7226415276527405},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6521551012992859},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.578289806842804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5592867732048035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14469489455223083},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13626298308372498},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2407.11155","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.11155","pdf_url":"https://arxiv.org/pdf/2407.11155","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2407.11155","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2407.11155","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2407.11155","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.11155","pdf_url":"https://arxiv.org/pdf/2407.11155","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320330045","display_name":"Minist\u00e8re de la D\u00e9fense Nationale","ror":"https://ror.org/035rreb34"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401661421.pdf","grobid_xml":"https://content.openalex.org/works/W4401661421.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Multi-Access":[0],"Edge":[1],"Computing":[2],"(MEC)":[3],"is":[4,188,209],"widely":[5],"recognized":[6],"as":[7],"an":[8,45,102],"essential":[9],"enabler":[10],"for":[11],"applications":[12],"that":[13,125],"necessitate":[14],"minimal":[15],"latency.":[16,76,122],"However,":[17],"the":[18,36,48,68,94,106,115,121,159,162,176,183,186,206],"dropped":[19,69,97,118,202],"task":[20,60,70,98,153,180,203],"ratio":[21,116,204],"metric":[22,32],"has":[23],"not":[24],"been":[25],"studied":[26],"thoroughly":[27],"in":[28,47,147,175],"literature.":[29],"Neglecting":[30],"this":[31],"can":[33],"potentially":[34],"reduce":[35],"system's":[37],"capability":[38],"to":[39,44,92,149,194,199,215,221],"effectively":[40],"manage":[41],"tasks,":[42],"leading":[43],"increase":[46],"number":[49],"of":[50,108,117,161,178],"eliminated":[51],"or":[52],"unprocessed":[53],"tasks.":[54,139],"This":[55],"paper":[56],"presents":[57],"a":[58,64,151],"5G-MEC":[59,179],"offloading":[61],"scenario":[62],"with":[63,142],"focus":[65],"on":[66,104],"minimizing":[67],"ratio,":[71],"computational":[72],"latency,":[73],"and":[74,88,96,110,120,137,170,196,217],"communication":[75],"We":[77,100],"employ":[78],"Mixed":[79],"Integer":[80],"Linear":[81],"Programming":[82],"(MILP),":[83],"Particle":[84],"Swarm":[85],"Optimization":[86],"(PSO),":[87],"Genetic":[89],"Algorithm":[90],"(GA)":[91],"optimize":[93],"latency":[95,187],"ratio.":[99,154],"conduct":[101],"analysis":[103],"how":[105],"quantity":[107],"tasks":[109,119,124,136,144],"User":[111],"Equipment":[112],"(UE)":[113],"impacts":[114],"The":[123,140,201],"are":[126,130,145],"generated":[127],"by":[128,190,211,218],"UEs":[129,141],"classified":[131],"into":[132],"two":[133],"categories:":[134],"urgent":[135,143],"non-urgent":[138],"prioritized":[146],"processing":[148],"ensure":[150],"zero-dropped":[152],"Our":[155],"proposed":[156],"method":[157],"improves":[158],"performance":[160],"baseline":[163],"methods,":[164],"First":[165,167,173],"Come":[166],"Serve":[168],"(FCFS)":[169],"Shortest":[171],"Task":[172],"(STF),":[174],"context":[177],"offloading.":[181],"Under":[182],"MILP-based":[184,207],"approach,":[185],"reduced":[189,210],"approximately":[191,212],"55%":[192],"compared":[193,198,214,220],"GA":[195,216],"35%":[197],"PSO.":[200,222],"under":[205],"approach":[208],"70%":[213],"40%":[219]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
