{"id":"https://openalex.org/W4411666751","doi":"https://doi.org/10.34190/eccws.24.1.3482","title":"The Utilization of Quantum Computing for AI Applications in Classical IT Network Environments","display_name":"The Utilization of Quantum Computing for AI Applications in Classical IT Network Environments","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411666751","doi":"https://doi.org/10.34190/eccws.24.1.3482"},"language":"en","primary_location":{"id":"doi:10.34190/eccws.24.1.3482","doi":"https://doi.org/10.34190/eccws.24.1.3482","is_oa":true,"landing_page_url":"https://doi.org/10.34190/eccws.24.1.3482","pdf_url":"https://papers.academic-conferences.org/index.php/eccws/article/download/3482/3335","source":{"id":"https://openalex.org/S4387280907","display_name":"European Conference on Cyber Warfare and Security","issn_l":"2048-8602","issn":["2048-8602","2048-8610"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Cyber Warfare and Security","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4411666751"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://papers.academic-conferences.org/index.php/eccws/article/download/3482/3335","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022531952","display_name":"Monika Wolfmayr","orcid":"https://orcid.org/0000-0002-3548-8240","observed_orcids":["https://orcid.org/0000-0002-3548-8240"]},"institutions":[{"id":"https://openalex.org/I19002584","display_name":"JAMK University of Applied Sciences","ror":"https://ror.org/01dn2ng71","country_code":"FI","type":"education","lineage":["https://openalex.org/I19002584"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Monika Wolfmayr","raw_affiliation_strings":["Jamk University of Applied Sciences"],"raw_orcid":"https://orcid.org/0000-0002-3548-8240","affiliations":[{"raw_affiliation_string":"Jamk University of Applied Sciences","institution_ids":["https://openalex.org/I19002584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118641806","display_name":"Lekam Mudiyanselage Uthpala","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lekam Mudiyanselage Uthpala","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"1","first_page":"698","last_page":"705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10020","display_name":"Quantum Information and Cryptography","score":0.01209999993443489,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.0031999999191612005,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/quantum-computing","display_name":"quantum computing","score":0.9980000257492065},{"id":"https://openalex.org/keywords/quantum-machine-learning","display_name":"quantum machine learning","score":0.8159999847412109},{"id":"https://openalex.org/keywords/quantum-reservoir-computing","display_name":"quantum reservoir computing","score":0.8679999709129333},{"id":"https://openalex.org/keywords/quantum-key-distribution","display_name":"quantum key distribution","score":0.9039999842643738},{"id":"https://openalex.org/keywords/quantum-communication-protocols","display_name":"quantum communication protocols","score":0.7820000052452087},{"id":"https://openalex.org/keywords/hybrid-quantum-classical-systems","display_name":"hybrid quantum-classical systems","score":0.7839999794960022},{"id":"https://openalex.org/keywords/network-management","display_name":"network management","score":0.8019999861717224},{"id":"https://openalex.org/keywords/qubit-stabilization","display_name":"qubit stabilization","score":0.7829999923706055},{"id":"https://openalex.org/keywords/quantum-hardware-scalability","display_name":"quantum hardware scalability","score":0.8040000200271606},{"id":"https://openalex.org/keywords/network-security","display_name":"network security","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.6288201808929443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5269116759300232},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.44902265071868896},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3706800043582916},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1804567575454712},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.13709726929664612}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.34190/eccws.24.1.3482","doi":"https://doi.org/10.34190/eccws.24.1.3482","is_oa":true,"landing_page_url":"https://doi.org/10.34190/eccws.24.1.3482","pdf_url":"https://papers.academic-conferences.org/index.php/eccws/article/download/3482/3335","source":{"id":"https://openalex.org/S4387280907","display_name":"European Conference on Cyber Warfare and Security","issn_l":"2048-8602","issn":["2048-8602","2048-8610"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Cyber Warfare and Security","raw_type":"journal-article"},{"id":"pmh:oai:www.theseus.fi:10024/896664","doi":null,"is_oa":true,"landing_page_url":"http://www.theseus.fi/handle/10024/896664","pdf_url":"http://www.theseus.fi/bitstream/10024/896664/1/Article.pdf","source":{"id":"https://openalex.org/S4306400928","display_name":"Theseus (Ammattikorkeakoulujen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"123046","raw_type":"publication"},{"id":"pmh:oai:www.theseus.fi:10024/896403","doi":null,"is_oa":false,"landing_page_url":"http://www.theseus.fi/handle/10024/896403","pdf_url":null,"source":{"id":"https://openalex.org/S4306400928","display_name":"Theseus (Ammattikorkeakoulujen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"123046","raw_type":"publication"}],"best_oa_location":{"id":"doi:10.34190/eccws.24.1.3482","doi":"https://doi.org/10.34190/eccws.24.1.3482","is_oa":true,"landing_page_url":"https://doi.org/10.34190/eccws.24.1.3482","pdf_url":"https://papers.academic-conferences.org/index.php/eccws/article/download/3482/3335","source":{"id":"https://openalex.org/S4387280907","display_name":"European Conference on Cyber Warfare and Security","issn_l":"2048-8602","issn":["2048-8602","2048-8610"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Cyber Warfare and Security","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.651199996471405,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411666751.pdf","grobid_xml":"https://content.openalex.org/works/W4411666751.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2065303288","https://openalex.org/W3012052365","https://openalex.org/W3132418032","https://openalex.org/W4214594451","https://openalex.org/W4220884120","https://openalex.org/W4292070515","https://openalex.org/W4293146273","https://openalex.org/W4312321476","https://openalex.org/W4312571255","https://openalex.org/W4321062524","https://openalex.org/W4366152714","https://openalex.org/W4379875086","https://openalex.org/W4385655928","https://openalex.org/W4389159506","https://openalex.org/W4389161000","https://openalex.org/W4389168220","https://openalex.org/W4391094144","https://openalex.org/W4400945441"],"related_works":["https://openalex.org/W7155412962","https://openalex.org/W7119539935","https://openalex.org/W4403484257","https://openalex.org/W4405612403","https://openalex.org/W4384939049","https://openalex.org/W7024610024","https://openalex.org/W4411248189","https://openalex.org/W4417131384","https://openalex.org/W4403484245","https://openalex.org/W6968308212"],"abstract_inverted_index":{"Quantum":[0],"computing":[1,24,165,179,195,213,255,288],"is":[2,256],"a":[3],"new":[4],"technological":[5,141],"discovery":[6],"that":[7,47,265],"has":[8],"the":[9,43,74,80,91,94,111,128,153,161,172,190,205,230,249],"potential":[10,210],"to":[11,51,54,115,137,189,241,281],"transform":[12],"industries":[13],"based":[14],"on":[15,37,181],"high":[16],"computational":[17],"capabilities.":[18],"This":[19,133],"work":[20],"explores":[21],"how":[22,139],"quantum":[23,77,97,129,164,177,194,212,242,287],"will":[25,35,113,269,279],"be":[26,52,270],"integrated":[27],"into":[28,258],"AI":[29,57,78,145,167],"applications":[30,146],"and":[31,65,90,125,130,147,174,199,219,226,244,247,277],"what":[32],"impacts":[33],"it":[34],"have":[36,114,180,280],"IT":[38,48,88,149,158,182,185,220,260,274],"networks.":[39,150],"A":[40],"review":[41],"of":[42,76,82,96,107,110,163,176,201],"recent":[44],"literature":[45],"shows":[46],"networks":[49,159,186,221],"need":[50],"upgraded":[53],"receive":[55],"quantum-enhanced":[56],"algorithms,":[58],"as":[59,100],"they":[60],"require":[61],"more":[62],"computation":[63],"power":[64],"faster":[66],"real-time":[67],"processing.":[68],"It":[69],"covers":[70],"three":[71],"major":[72],"topics:":[73],"enabling":[75,118],"applications,":[79],"role":[81],"QRC":[83],"(quantum":[84,102],"reservoir":[85,178],"computing)":[86],"in":[87,204,214,272,286],"networking,":[89],"challenges":[92,191],"concerning":[93],"protocols":[95],"communication,":[98],"such":[99,140],"QKD":[101],"key":[103],"distribution).":[104],"Network":[105],"architectures":[106],"today\u2019s":[108],"state":[109],"art":[112],"evolve":[116],"toward":[117],"quantum-enabled":[119],"AI,":[120],"primarily":[121],"regarding":[122],"processing":[123],"speed":[124],"interaction":[126],"between":[127],"classical":[131],"systems.":[132],"work,":[134],"therefore,":[135],"wishes":[136],"explain":[138],"advances":[142],"could":[143],"influence":[144],"tune":[148],"We":[151],"discuss":[152],"following":[154],"questions:":[155],"How":[156],"can":[157,187],"support":[160],"exploitation":[162],"for":[166,211],"applications?":[168],"What":[169],"effects":[170],"do":[171],"dynamics":[173],"symmetries":[175],"networks?":[183],"Which":[184],"adapt":[188],"introduced":[192],"by":[193,237],"technologies?":[196],"The":[197,262],"scope":[198],"depth":[200],"contributions":[202],"reviewed":[203],"articles":[206],"together":[207],"suggest":[208,264],"huge":[209],"optimizing":[215],"machine":[216],"learning":[217],"processes":[218],"with":[222,252,283],"improved":[223],"data":[224],"handling":[225],"network":[227],"management.":[228],"At":[229],"same":[231],"time,":[232],"these":[233],"ambitions":[234],"are":[235],"underlined":[236],"scaling":[238],"concerns":[239,285],"related":[240],"hardware":[243],"qubit":[245],"stabilization,":[246],"finally,":[248],"relative":[250],"easiness":[251],"which":[253],"quantum-classical":[254,267],"retrofitted":[257],"existing":[259],"infrastructures.":[261],"findings":[263],"hybrid":[266],"systems":[268],"essential":[271],"future":[273],"infrastructure;":[275],"efficiency":[276],"scalability":[278],"balance":[282],"security":[284],"environments.":[289]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2025-10-10T00:00:00"}