{"id":"https://openalex.org/W4405270148","doi":"https://doi.org/10.1109/access.2024.3515832","title":"Artificial Intelligence Assisted Softwarization, Virtualization and Intelligentization of Everything for Improving Network Access","display_name":"Artificial Intelligence Assisted Softwarization, Virtualization and Intelligentization of Everything for Improving Network Access","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405270148","doi":"https://doi.org/10.1109/access.2024.3515832"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3515832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3515832","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3515832","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088362429","display_name":"Jahangir H. Sarker","orcid":"https://orcid.org/0000-0002-7931-1092"},"institutions":[{"id":"https://openalex.org/I1336338359","display_name":"Department of National Defence","ror":"https://ror.org/035rreb34","country_code":"CA","type":"funder","lineage":["https://openalex.org/I1336338359","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jahangir H. Sarker","raw_affiliation_strings":["Department of National Defence, Canadian Joint Warfare Centre (CJWC), Ottawa, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7931-1092","affiliations":[{"raw_affiliation_string":"Department of National Defence, Canadian Joint Warfare Centre (CJWC), Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I1336338359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063031729","display_name":"Mohamed Abdelazez","orcid":"https://orcid.org/0000-0002-3868-2532"},"institutions":[{"id":"https://openalex.org/I1297460800","display_name":"Defence Research and Development Canada","ror":"https://ror.org/00hgy8d33","country_code":"CA","type":"government","lineage":["https://openalex.org/I1297460800","https://openalex.org/I1336338359","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1336338359","display_name":"Department of National Defence","ror":"https://ror.org/035rreb34","country_code":"CA","type":"funder","lineage":["https://openalex.org/I1336338359","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Abdelazez","raw_affiliation_strings":["Department of National Defence, Defence Research and Development Canada (DRDC), Ottawa, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3868-2532","affiliations":[{"raw_affiliation_string":"Department of National Defence, Defence Research and Development Canada (DRDC), Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I1336338359","https://openalex.org/I1297460800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064568688","display_name":"Ahmed Ghanmi","orcid":null},"institutions":[{"id":"https://openalex.org/I1297460800","display_name":"Defence Research and Development Canada","ror":"https://ror.org/00hgy8d33","country_code":"CA","type":"government","lineage":["https://openalex.org/I1297460800","https://openalex.org/I1336338359","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1336338359","display_name":"Department of National Defence","ror":"https://ror.org/035rreb34","country_code":"CA","type":"funder","lineage":["https://openalex.org/I1336338359","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmed Ghanmi","raw_affiliation_strings":["Department of National Defence, Defence Research and Development Canada (DRDC), Ottawa, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of National Defence, Defence Research and Development Canada (DRDC), Ottawa, Ontario, Canada","institution_ids":["https://openalex.org/I1336338359","https://openalex.org/I1297460800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.215,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57305082,"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":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.29120001196861267,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.29120001196861267,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.7233383059501648},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6993590593338013},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2292117178440094},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17097315192222595}],"concepts":[{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.7233383059501648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6993590593338013},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2292117178440094},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17097315192222595}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3515832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3515832","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:41aed7bebe9e4d57ba026ceba8d405c8","is_oa":true,"landing_page_url":"https://doaj.org/article/41aed7bebe9e4d57ba026ceba8d405c8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 191408-191423 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3515832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3515832","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2769417317","https://openalex.org/W2897392949","https://openalex.org/W2916812584","https://openalex.org/W2951764312","https://openalex.org/W2981096252","https://openalex.org/W2996612505","https://openalex.org/W2997764430","https://openalex.org/W2999562137","https://openalex.org/W3018330169","https://openalex.org/W3035373417","https://openalex.org/W3114285118","https://openalex.org/W3119345848","https://openalex.org/W3121337498","https://openalex.org/W3126686235","https://openalex.org/W3144404977","https://openalex.org/W3158850172","https://openalex.org/W3171100633","https://openalex.org/W3183970904","https://openalex.org/W3189453599","https://openalex.org/W3196647917","https://openalex.org/W3199054470","https://openalex.org/W3200332461","https://openalex.org/W3212941463","https://openalex.org/W4226285971","https://openalex.org/W4303982395","https://openalex.org/W4319165264","https://openalex.org/W4361989497","https://openalex.org/W4385976099","https://openalex.org/W4386494597","https://openalex.org/W4388838060","https://openalex.org/W4390771634","https://openalex.org/W4391547533","https://openalex.org/W4394699133","https://openalex.org/W4400943840"],"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/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Future":[0],"warfare":[1],"will":[2,210],"require":[3],"commanding":[4],"and":[5,17,22,27,54,94,99,121,131,191,199,219],"controlling":[6],"resources":[7,75],"across":[8],"multiple":[9,77],"warfighting":[10],"domains":[11],"(i.e.,":[12],"sea,":[13],"land,":[14],"air,":[15],"space,":[16],"cyber).":[18],"Successfully":[19],"performing":[20],"command":[21],"control":[23],"relies":[24],"on":[25],"reliable":[26,42],"accessible":[28],"information":[29],"aggregated":[30],"from":[31],"varied":[32],"sensors.":[33],"Connecting":[34],"the":[35,48,72,86,90,95,107,111,142,157,173,178,196,203,216,221],"sensors":[36],"in":[37,62,79,102,115],"contested":[38,63],"environments":[39,64],"needs":[40],"a":[41,80,206],"communications":[43,117],"network.":[44],"This":[45],"paper":[46],"investigates":[47],"potential":[49],"of":[50,56,74,106,133,160,180,223],"AI-assisted":[51,128],"softwarization,":[52,129],"virtualization,":[53],"intelligentization":[55,132],"everything":[57,134],"to":[58,76,156,195],"improve":[59,137],"network":[60,138,204,218],"access":[61,139],"significantly.":[65],"Using":[66],"multiclass":[67],"queueing":[68],"theory,":[69],"we":[70],"optimize":[71],"allocation":[73,93,114],"services":[78],"network-slicing":[81],"environment.":[82],"Our":[83],"approach":[84],"considers":[85],"limitations":[87,108,213],"imposed":[88,109],"by":[89,110,140,186,214],"dynamic":[91,112],"spectrum":[92,113,119],"need":[96],"for":[97],"reliability":[98],"low":[100],"latency":[101],"military":[103,116],"communications.":[104],"Some":[105],"include":[118],"jamming":[120],"radio-triggered":[122],"roadside":[123],"bombs.":[124],"We":[125],"demonstrate":[126],"that":[127,172],"virtualization":[130],"can":[135,183],"significantly":[136],"increasing":[141],"carried":[143,150,174],"traffic":[144,151,175],"load":[145,152,176],"at":[146,164],"base":[147,166,197],"stations.":[148,167],"The":[149,168],"is":[153],"increased":[154,185],"due":[155],"enhanced":[158],"number":[159,179],"physical":[161,181],"links":[162,182],"available":[163],"those":[165],"analysis":[169,192],"results":[170],"indicate":[171],"or":[177],"be":[184],"100,000.":[187],"As":[188],"our":[189],"model":[190],"are":[193],"limited":[194],"stations":[198],"do":[200],"not":[201],"consider":[202],"as":[205],"whole,":[207],"future":[208],"work":[209],"address":[211],"these":[212],"modelling":[215],"entire":[217],"exploring":[220],"impact":[222],"jamming.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}