{"id":"https://openalex.org/W4290996367","doi":"https://doi.org/10.1109/icc45855.2022.9838766","title":"Resource Reservation in Sliced Networks: An Explainable Artificial Intelligence (XAI) Approach","display_name":"Resource Reservation in Sliced Networks: An Explainable Artificial Intelligence (XAI) Approach","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4290996367","doi":"https://doi.org/10.1109/icc45855.2022.9838766"},"language":"en","primary_location":{"id":"doi:10.1109/icc45855.2022.9838766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838766","pdf_url":null,"source":{"id":"https://openalex.org/S4363607711","display_name":"ICC 2022 - IEEE International Conference on Communications","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2022 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vtechworks.lib.vt.edu/bitstreams/4023ab93-f58a-47cf-9a51-1b620db463f8/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065420504","display_name":"Pieter Barnard","orcid":"https://orcid.org/0000-0003-2851-1470"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Pieter Barnard","raw_affiliation_strings":["Trinity College,Connect Research Centre,Dublin,Ireland","Connect Research Centre, Trinity College, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity College,Connect Research Centre,Dublin,Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Connect Research Centre, Trinity College, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050129536","display_name":"Irene Macaluso","orcid":"https://orcid.org/0000-0002-7728-2232"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Irene Macaluso","raw_affiliation_strings":["Trinity College,Connect Research Centre,Dublin,Ireland","Connect Research Centre, Trinity College, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity College,Connect Research Centre,Dublin,Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Connect Research Centre, Trinity College, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050276225","display_name":"Nicola Marchetti","orcid":"https://orcid.org/0000-0003-3788-5845"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Nicola Marchetti","raw_affiliation_strings":["Trinity College,Connect Research Centre,Dublin,Ireland","Connect Research Centre, Trinity College, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity College,Connect Research Centre,Dublin,Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Connect Research Centre, Trinity College, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041092244","display_name":"Luiz A. DaSilva","orcid":"https://orcid.org/0000-0001-6310-6150"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luiz A. DaSilva","raw_affiliation_strings":["Commonwealth Cyber Initiative,Virginia Tech,USA","Commonwealth Cyber Initiative, Virginia Tech, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Commonwealth Cyber Initiative,Virginia Tech,USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Commonwealth Cyber Initiative, Virginia Tech, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1530","last_page":"1535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9965000152587891,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9965000152587891,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9609000086784363,"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"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9517999887466431,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/reservation","display_name":"Reservation","score":0.7706674337387085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6805088520050049},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5306291580200195},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46865835785865784},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11651679873466492}],"concepts":[{"id":"https://openalex.org/C2777632111","wikidata":"https://www.wikidata.org/wiki/Q1937518","display_name":"Reservation","level":2,"score":0.7706674337387085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6805088520050049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5306291580200195},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46865835785865784},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11651679873466492}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc45855.2022.9838766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838766","pdf_url":null,"source":{"id":"https://openalex.org/S4363607711","display_name":"ICC 2022 - IEEE International Conference on Communications","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2022 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/113332","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/113332","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/4023ab93-f58a-47cf-9a51-1b620db463f8/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference proceeding"}],"best_oa_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/113332","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/113332","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/4023ab93-f58a-47cf-9a51-1b620db463f8/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference proceeding"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G155277669","display_name":"SFI Centre for Research Training in Advanced Networks for Sustainable Societies","funder_award_id":"18/CRT/6222","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G4778870227","display_name":null,"funder_award_id":"13/RC/2077 P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G7226090481","display_name":"CONNECT: The Centre for Future Networks & Communications","funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290996367.pdf","grobid_xml":"https://content.openalex.org/works/W4290996367.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2594475271","https://openalex.org/W2612074600","https://openalex.org/W2810950405","https://openalex.org/W2891503716","https://openalex.org/W2918062483","https://openalex.org/W2939348587","https://openalex.org/W2962862931","https://openalex.org/W2963652257","https://openalex.org/W2999562137","https://openalex.org/W2999615587","https://openalex.org/W3043844801","https://openalex.org/W3090694330","https://openalex.org/W3105115233","https://openalex.org/W3123482879","https://openalex.org/W4288086393","https://openalex.org/W4295313945","https://openalex.org/W6737947904","https://openalex.org/W6748281036","https://openalex.org/W6785075621"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2379215383","https://openalex.org/W2271928667","https://openalex.org/W246884077","https://openalex.org/W3210156514","https://openalex.org/W2387553833","https://openalex.org/W2131387076","https://openalex.org/W2381833100"],"abstract_inverted_index":{"The":[0],"growing":[1],"complexity":[2],"of":[3,13,30,94,101,127,145,159,166],"wireless":[4],"networks":[5],"has":[6],"sparked":[7],"an":[8,108,163],"upsurge":[9],"in":[10,21,48,142],"the":[11,18,92,99,124,128,134,143,149,157,160],"use":[12],"artificial":[14],"intelligence":[15],"(AI)":[16],"within":[17],"telecommunication":[19],"industry":[20],"recent":[22],"years.":[23],"In":[24,84,152],"network":[25,34],"slicing,":[26],"a":[27,82],"key":[28],"component":[29],"5G":[31],"that":[32,76],"enables":[33],"operators":[35],"to":[36,40,61,98,106,122,130,169],"lease":[37],"their":[38],"resources":[39],"third-party":[41],"tenants,":[42],"AI":[43,58,96,109],"models":[44],"may":[45],"be":[46,79,120],"employed":[47],"complex":[49,63],"tasks,":[50],"such":[51],"as":[52,138,140],"short-term":[53],"resource":[54,64],"reservation":[55],"(STRR).":[56],"When":[57],"is":[59,74],"used":[60,121],"make":[62],"management":[65],"decisions":[66,78,126],"with":[67],"financial":[68],"and":[69,174],"service":[70],"quality":[71],"implications,":[72],"it":[73],"important":[75],"these":[77],"understood":[80],"by":[81],"human-in-the-loop.":[83],"this":[85],"paper,":[86],"we":[87,113,154],"apply":[88],"state-of-the-art":[89],"techniques":[90],"from":[91],"field":[93],"Explainable":[95],"(XAI)":[97],"problem":[100],"STRR.":[102],"Using":[103],"real-world":[104],"data":[105],"develop":[107],"model":[110],"for":[111],"STRR,":[112],"demonstrate":[114],"how":[115],"our":[116],"XAI":[117,167],"methodology":[118],"can":[119],"explain":[123],"real-time":[125],"model,":[129],"reveal":[131],"trends":[132],"about":[133],"model\u2019s":[135,150],"general":[136],"behaviour,":[137],"well":[139],"aid":[141],"diagnosis":[144],"potential":[146],"faults":[147],"during":[148],"development.":[151],"addition,":[153],"quantitatively":[155],"validate":[156],"faithfulness":[158],"explanations":[161],"across":[162],"extensive":[164],"range":[165],"metrics":[168],"ensure":[170],"they":[171],"remain":[172],"trustworthy":[173],"actionable.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
