{"id":"https://openalex.org/W4414688345","doi":"https://doi.org/10.1145/3766882.3767182","title":"Intent-based System Design and Operation","display_name":"Intent-based System Design and Operation","publication_year":2025,"publication_date":"2025-10-01","ids":{"openalex":"https://openalex.org/W4414688345","doi":"https://doi.org/10.1145/3766882.3767182"},"language":"en","primary_location":{"id":"doi:10.1145/3766882.3767182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3766882.3767182","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3766882.3767182","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050938124","display_name":"Vaastav Anand","orcid":"https://orcid.org/0000-0001-8502-0657"},"institutions":[{"id":"https://openalex.org/I4210121786","display_name":"Max Planck Institute for Software Systems","ror":"https://ror.org/02pe2kf23","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210121786"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Vaastav Anand","raw_affiliation_strings":["Max Planck Institute for Software Systems, Germany and Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Software Systems, Germany and Microsoft, USA","institution_ids":["https://openalex.org/I4210121786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426730","display_name":"Yichen Li","orcid":"https://orcid.org/0009-0009-8370-644X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yichen Li","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong and Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong and Microsoft, USA","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116235796","display_name":"Alok Gautam Kumbhare","orcid":"https://orcid.org/0000-0001-5433-4688"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alok Gautam Kumbhare","raw_affiliation_strings":["Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087060072","display_name":"Celine Irvene","orcid":"https://orcid.org/0000-0003-3951-9320"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Celine Irvene","raw_affiliation_strings":["Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101967802","display_name":"Chetan Bansal","orcid":"https://orcid.org/0000-0003-0102-8139"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chetan Bansal","raw_affiliation_strings":["Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017379860","display_name":"Gagan Somashekar","orcid":"https://orcid.org/0000-0001-6949-8685"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gagan Somashekar","raw_affiliation_strings":["Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011277895","display_name":"Jonathan Mace","orcid":"https://orcid.org/0000-0002-3701-9296"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Mace","raw_affiliation_strings":["Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031382622","display_name":"Pedro Las-Casas","orcid":"https://orcid.org/0000-0002-7590-3736"},"institutions":[{"id":"https://openalex.org/I4210086099","display_name":"Microsoft (Brazil)","ror":"https://ror.org/00hc2mf91","country_code":"BR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210086099"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro Las-Casas","raw_affiliation_strings":["Microsoft Brazil"],"affiliations":[{"raw_affiliation_string":"Microsoft Brazil","institution_ids":["https://openalex.org/I4210086099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089615986","display_name":"Ricardo Bianchini","orcid":"https://orcid.org/0000-0001-5971-5084"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ricardo Bianchini","raw_affiliation_strings":["Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036529548","display_name":"Rodrigo Fonseca","orcid":"https://orcid.org/0000-0001-9662-2661"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rodrigo Fonseca","raw_affiliation_strings":["Microsoft, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5050938124"],"corresponding_institution_ids":["https://openalex.org/I4210121786"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31603217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9980000257492065,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9980000257492065,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9979000091552734,"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/T10142","display_name":"Formal Methods in Verification","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/key","display_name":"Key (lock)","score":0.6237000226974487},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5683000087738037},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5544999837875366},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5532000064849854},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.5493999719619751},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.492000013589859},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.40450000762939453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714000105857849},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6237000226974487},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5683000087738037},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5544999837875366},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5532000064849854},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.5493999719619751},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.5072000026702881},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.492000013589859},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.40450000762939453},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3993000090122223},{"id":"https://openalex.org/C87912763","wikidata":"https://www.wikidata.org/wiki/Q7663737","display_name":"System of systems","level":3,"score":0.3312999904155731},{"id":"https://openalex.org/C24119478","wikidata":"https://www.wikidata.org/wiki/Q679871","display_name":"Systems analysis","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C93729268","wikidata":"https://www.wikidata.org/wiki/Q1187450","display_name":"Structured systems analysis and design method","level":3,"score":0.29809999465942383},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.27799999713897705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26759999990463257},{"id":"https://openalex.org/C62235348","wikidata":"https://www.wikidata.org/wiki/Q3264234","display_name":"Functional requirement","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C138852830","wikidata":"https://www.wikidata.org/wiki/Q2292993","display_name":"Design methods","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C84651959","wikidata":"https://www.wikidata.org/wiki/Q17052506","display_name":"System requirements specification","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3766882.3767182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3766882.3767182","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3766882.3767182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3766882.3767182","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2096266868","https://openalex.org/W2762664377","https://openalex.org/W2997290241","https://openalex.org/W2999013495","https://openalex.org/W3169083195","https://openalex.org/W3204018925","https://openalex.org/W4239888053","https://openalex.org/W4255128565","https://openalex.org/W4308361824","https://openalex.org/W4381612679","https://openalex.org/W4387321636","https://openalex.org/W4389158499","https://openalex.org/W4401560363","https://openalex.org/W4407131558","https://openalex.org/W4411086569","https://openalex.org/W4411232836"],"related_works":[],"abstract_inverted_index":{"Cloud":[0],"systems":[1,11,128],"are":[2],"the":[3,65,74,80,113,117],"backbone":[4],"of":[5,32,67,79,96,102],"today's":[6],"computing":[7],"industry.":[8],"Yet,":[9],"these":[10,21,33],"remain":[12],"complicated":[13],"to":[14,89,121],"design,":[15,91,105],"build,":[16],"operate,":[17],"and":[18,30,55,70,76,94,111,124],"improve.":[19],"All":[20],"tasks":[22],"require":[23],"significant":[24],"manual":[25,38],"effort":[26],"by":[27],"both":[28],"developers":[29],"operators":[31],"systems.":[34,97],"To":[35],"reduce":[36],"this":[37,41],"burden,":[39],"in":[40,129],"paper":[42],"we":[43],"set":[44],"forth":[45],"a":[46,61,83],"vision":[47,101],"for":[48],"achieving":[49],"holistic":[50],"automation,":[51],"intent-based":[52,103,127],"system":[53,68,81,104],"design":[54,69],"operation.":[56,71],"We":[57,98],"propose":[58],"intent":[59],"as":[60],"new":[62],"abstraction":[63],"within":[64],"context":[66],"Intent":[72],"encodes":[73],"functional":[75],"operational":[77],"requirements":[78],"at":[82],"high-level,":[84],"which":[85],"can":[86],"be":[87],"used":[88],"automate":[90],"implementation,":[92],"operation,":[93],"evolution":[95],"detail":[99,112],"our":[100],"highlight":[106],"its":[107],"four":[108],"key":[109],"components,":[110],"necessary":[114],"challenges":[115],"that":[116],"community":[118],"must":[119],"address":[120],"ensure":[122],"reliability":[123],"efficiency":[125],"with":[126],"practical":[130],"settings.":[131]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}