{"id":"https://openalex.org/W4415125443","doi":"https://doi.org/10.1109/icnp65844.2025.11192441","title":"Intent-to-Learning Translation for Computing Continuum Management","display_name":"Intent-to-Learning Translation for Computing Continuum Management","publication_year":2025,"publication_date":"2025-09-22","ids":{"openalex":"https://openalex.org/W4415125443","doi":"https://doi.org/10.1109/icnp65844.2025.11192441"},"language":"en","primary_location":{"id":"doi:10.1109/icnp65844.2025.11192441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp65844.2025.11192441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 33rd International Conference on Network Protocols (ICNP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5119975728","display_name":"Cveta Capova","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Cveta Capova","raw_affiliation_strings":["TU Wien,Distributed Systems Group,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien,Distributed Systems Group,Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088062736","display_name":"Andrea Morichetta","orcid":"https://orcid.org/0000-0003-3765-3067"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andrea Morichetta","raw_affiliation_strings":["TU Wien,Distributed Systems Group,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien,Distributed Systems Group,Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107079600","display_name":"Anna Lackinger","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Anna Lackinger","raw_affiliation_strings":["TU Wien,Distributed Systems Group,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien,Distributed Systems Group,Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004847496","display_name":"Schahram Dustdar","orcid":"https://orcid.org/0000-0001-6872-8821"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Schahram Dustdar","raw_affiliation_strings":["TU Wien,Distributed Systems Group,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien,Distributed Systems Group,Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":1.9965,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88326645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.44679999351501465,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.44679999351501465,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.6166999936103821},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5928999781608582},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.41359999775886536},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.39100000262260437},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.3513999879360199},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.32179999351501465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.725600004196167},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.6166999936103821},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5928999781608582},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.43070000410079956},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.41359999775886536},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.39100000262260437},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.3190999925136566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.301800012588501},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2621999979019165},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.25589999556541443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnp65844.2025.11192441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp65844.2025.11192441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 33rd International Conference on Network Protocols (ICNP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W3002683348","https://openalex.org/W4213277578","https://openalex.org/W4312980540","https://openalex.org/W4360985917","https://openalex.org/W4387005905","https://openalex.org/W4390498526","https://openalex.org/W4401042136","https://openalex.org/W4402797972","https://openalex.org/W4402897316","https://openalex.org/W4406800520","https://openalex.org/W4412489912","https://openalex.org/W4412889788","https://openalex.org/W4412945485","https://openalex.org/W4414648678","https://openalex.org/W4415124585"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"offers":[2],"a":[3,24,98,151,161,173],"solution":[4],"to":[5,143,166],"generate":[6],"concrete":[7,58,86],"goals":[8],"for":[9,27,69,88],"automating":[10],"the":[11,17,30,40,43,51,89,123,128,138,145],"fulfillment":[12],"of":[13,32,42,53,91,125],"user":[14],"intents":[15,56,111],"in":[16,122],"computing":[18,21,77,170],"continuum.":[19],"The":[20],"continuum":[22,78,90],"guarantees":[23],"flexible":[25],"infrastructure":[26,120],"services":[28],"at":[29],"cost":[31],"more":[33],"complex":[34],"handling.":[35],"Our":[36],"proposed":[37],"method":[38],"innovates":[39],"state":[41],"art,":[44],"helping":[45],"build":[46],"performative":[47],"automated":[48,92],"strategies":[49],"through":[50,97],"translation":[52],"service":[54],"owner":[55],"into":[57,112],"targets.":[59],"We":[60,94,147,158],"improve":[61],"on":[62,102,150],"existing":[63],"intent-based":[64],"systems":[65],"by":[66,84],"offering":[67,81],"support":[68],"multi-domain":[70],"infrastructures.":[71],"Furthermore,":[72],"we":[73],"go":[74],"beyond":[75],"current":[76],"management":[79],"solutions,":[80],"full":[82],"automation":[83],"generating":[85],"targets":[87],"agents.":[93],"achieve":[95],"that":[96,107],"multi-agent":[99],"system":[100,132],"built":[101],"Large":[103],"Language":[104],"Models":[105],"(LLMs)":[106],"translates":[108],"high-level":[109],"business":[110],"executable":[113],"Reinforcement":[114],"Learning":[115],"(RL)":[116],"environments.":[117],"By":[118],"leveraging":[119],"representations":[121],"form":[124],"Knowledge":[126],"Graphs,":[127],"framework":[129],"identifies":[130],"which":[131],"components":[133],"require":[134],"adaptation":[135],"and":[136,169],"estimates":[137],"target":[139],"metric":[140],"values":[141],"needed":[142],"fulfill":[144],"intent.":[146],"evaluate":[148],"it":[149],"realistic":[152],"use":[153],"case":[154],"with":[155],"promising":[156],"results.":[157],"can":[159],"deploy":[160],"fully":[162],"working":[163],"RL":[164],"agent":[165],"manage":[167],"network":[168],"resources,":[171],"achieving":[172],"success":[174],"rate":[175],"higher":[176],"than":[177],"80%":[178],"after":[179],"preliminary":[180],"training.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-14T00:00:00"}