{"id":"https://openalex.org/W4396988520","doi":"https://doi.org/10.1145/3639856.3639879","title":"CONRAD: Cognitive Intent Driven 5G Network Slice Planning and Design","display_name":"CONRAD: Cognitive Intent Driven 5G Network Slice Planning and Design","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4396988520","doi":"https://doi.org/10.1145/3639856.3639879"},"language":"en","primary_location":{"id":"doi:10.1145/3639856.3639879","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639856.3639879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Third International Conference on Artificial Intelligence and Machine Learning Systems","raw_type":"proceedings-article"},"type":"article","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/A5089220443","display_name":"Ajay Kattepur","orcid":"https://orcid.org/0000-0002-6540-1097"},"institutions":[{"id":"https://openalex.org/I4210139236","display_name":"Ericsson (United States)","ror":"https://ror.org/03q3bdj78","country_code":"US","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210139236"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ajay Kattepur","raw_affiliation_strings":["Ericsson, IN"],"affiliations":[{"raw_affiliation_string":"Ericsson, IN","institution_ids":["https://openalex.org/I4210139236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085837241","display_name":"Swarup Kumar Mohalik","orcid":"https://orcid.org/0000-0002-6167-9892"},"institutions":[{"id":"https://openalex.org/I4210139236","display_name":"Ericsson (United States)","ror":"https://ror.org/03q3bdj78","country_code":"US","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210139236"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Swarup Kumar Mohalik","raw_affiliation_strings":["Ericsson, IN"],"affiliations":[{"raw_affiliation_string":"Ericsson, IN","institution_ids":["https://openalex.org/I4210139236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061350198","display_name":"Ian Burdick","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131589","display_name":"Ericsson (Hungary)","ror":"https://ror.org/03c0yyz21","country_code":"HU","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210131589"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Ian Burdick","raw_affiliation_strings":["Ericsson, US"],"affiliations":[{"raw_affiliation_string":"Ericsson, US","institution_ids":["https://openalex.org/I4210131589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084452281","display_name":"Marin Orli\u0107","orcid":"https://orcid.org/0009-0008-8411-5935"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Marin Orlic","raw_affiliation_strings":["Ericsson, SE"],"affiliations":[{"raw_affiliation_string":"Ericsson, SE","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033479686","display_name":"Leonid Mokrushin","orcid":"https://orcid.org/0009-0007-3438-2720"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Leonid Mokrushin","raw_affiliation_strings":["Ericsson, SE"],"affiliations":[{"raw_affiliation_string":"Ericsson, SE","institution_ids":["https://openalex.org/I1306339040"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089220443"],"corresponding_institution_ids":["https://openalex.org/I4210139236"],"apc_list":null,"apc_paid":null,"fwci":0.2009,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56626571,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991999864578247,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991999864578247,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9980999827384949,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.996999979019165,"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/computer-science","display_name":"Computer science","score":0.7554601430892944},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.6944547891616821},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5526835322380066},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.5479110479354858},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5423922538757324},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.51237952709198},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4271264672279358},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37101179361343384},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33064740896224976},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3211285173892975},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10497209429740906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7554601430892944},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.6944547891616821},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5526835322380066},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.5479110479354858},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5423922538757324},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.51237952709198},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4271264672279358},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37101179361343384},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33064740896224976},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3211285173892975},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10497209429740906},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639856.3639879","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639856.3639879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Third International Conference on Artificial Intelligence and Machine Learning Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2612074600","https://openalex.org/W2813042785","https://openalex.org/W2950926719","https://openalex.org/W3127614346","https://openalex.org/W3166710875","https://openalex.org/W4205909313","https://openalex.org/W4229488554","https://openalex.org/W6796596175"],"related_works":["https://openalex.org/W2393746923","https://openalex.org/W2018726158","https://openalex.org/W2387652801","https://openalex.org/W1990934859","https://openalex.org/W2540573036","https://openalex.org/W2053336077","https://openalex.org/W2335557509","https://openalex.org/W2261472171","https://openalex.org/W2158337294","https://openalex.org/W1996746875"],"abstract_inverted_index":{"The":[0],"emergence":[1],"of":[2,60,95],"5G":[3,28,54,97],"allows":[4],"the":[5,23,27,58,66,96,109],"network":[6,29,110,121],"to":[7,10,25,52,70,91,106],"be":[8,74],"sliced":[9],"meet":[11,53],"multiple":[12],"service":[13],"requirements.":[14,56],"However,":[15],"current":[16],"design":[17,86],"systems":[18],"are":[19,68,82,104],"policy-driven,":[20],"which":[21],"limits":[22],"ability":[24],"redesign":[26],"adaptively":[30],"for":[31,84],"requirements":[32,67],"or":[33],"traffic":[34],"patterns.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39],"propose":[40],"Conrad,":[41],"an":[42],"autonomous":[43],"and":[44,89],"intent-driven":[45],"framework":[46],"that":[47,72],"can":[48],"allocate":[49],"resources":[50],"efficiently":[51],"slice":[55,111],"Via":[57],"use":[59,124],"a":[61,118],"cognitive":[62],"intent":[63],"handling":[64],"engine,":[65],"transformed":[69],"goals":[71],"may":[73],"solved":[75],"using":[76],"machine":[77],"reasoning":[78],"techniques.":[79],"Four":[80],"agents":[81],"registered":[83],"forecasting,":[85],"planning,":[87],"evaluation":[88],"actuation":[90],"enable":[92],"dynamic":[93],"re-design":[94],"slices.":[98],"Exploiting":[99],"automated":[100],"planning":[101],"techniques,":[102],"proposals":[103],"provided":[105],"optimally":[107],"provision":[108],"resources.":[112],"This":[113],"process":[114],"is":[115],"demonstrated":[116],"over":[117],"radio":[119],"access":[120],"(RAN)":[122],"slicing":[123],"case":[125],"with":[126],"intents":[127],"on":[128],"average":[129],"expected":[130],"throughput.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}