{"id":"https://openalex.org/W4399729012","doi":"https://doi.org/10.1109/syscon61195.2024.10553407","title":"Modeling Functional Architectures Using Markov Chains","display_name":"Modeling Functional Architectures Using Markov Chains","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4399729012","doi":"https://doi.org/10.1109/syscon61195.2024.10553407"},"language":"en","primary_location":{"id":"doi:10.1109/syscon61195.2024.10553407","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/syscon61195.2024.10553407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Systems Conference (SysCon)","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/A5014326243","display_name":"Jean Charles Domer\u00e7ant","orcid":"https://orcid.org/0000-0003-1270-9335"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I4388482740","display_name":"Georgia Tech Research Institute","ror":"https://ror.org/04qfrh333","country_code":null,"type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I4388482740"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jean Charles Domer\u00e7ant","raw_affiliation_strings":["Georgia Tech Research Institute,Atlanta,USA","Georgia Tech Research Institute, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Research Institute,Atlanta,USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I4388482740"]},{"raw_affiliation_string":"Georgia Tech Research Institute, Atlanta, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I4388482740"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014326243"],"corresponding_institution_ids":["https://openalex.org/I130701444","https://openalex.org/I4388482740"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11659591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.766700029373169,"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":0.766700029373169,"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"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.7633000016212463,"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.654699981212616,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.6914011240005493},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6582319736480713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1266498863697052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914011240005493},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6582319736480713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1266498863697052}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/syscon61195.2024.10553407","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/syscon61195.2024.10553407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Systems Conference (SysCon)","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":11,"referenced_works":["https://openalex.org/W1995713768","https://openalex.org/W2008856128","https://openalex.org/W2149899816","https://openalex.org/W2150887801","https://openalex.org/W2476007957","https://openalex.org/W2478162936","https://openalex.org/W2509841691","https://openalex.org/W2999557338","https://openalex.org/W4235646468","https://openalex.org/W4300462940","https://openalex.org/W4300466235"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Systems":[0,28],"Engineering":[1,29],"has":[2],"evolved":[3],"interdisciplinary,":[4],"collaborative":[5],"approaches":[6],"to":[7,12,39,121,132,177,196],"product":[8],"and":[9,44,49,61,80,90,101,105,108,136,151,185,201],"process":[10],"development":[11,15],"manage":[13],"the":[14,27,35,41,75,93,98,106,112,124,154,161,164,179],"of":[16,26,46,54,87,96,103,114,156,163,182],"increasingly":[17],"complex":[18],"systems.":[19],"Architecture":[20],"definition":[21],"is":[22,72,119,149,174],"a":[23,84,116,142],"key":[24],"part":[25],"process.":[30],"This":[31,188],"research":[32],"focuses":[33],"on":[34],"functional":[36,78,89,128,133,165,183],"architectures":[37],"used":[38,176],"describe":[40],"decomposition,":[42],"definition,":[43],"allocation":[45],"system":[47,55,88,190,194,198,206],"functions":[48],"behavior.":[50],"Existing":[51],"state-based":[52],"modeling":[53,79],"behavior":[56,195],"readily":[57],"captures":[58],"subsystem":[59],"inputs":[60,107],"outputs,":[62],"making":[63],"Discrete":[64],"Time":[65],"Markov":[66,171],"Chain":[67],"analysis":[68,81,173],"straightforward.":[69],"However,":[70],"this":[71,146],"not":[73],"yet":[74],"case":[76],"for":[77],"which":[82],"describes":[83],"top-down":[85],"decomposition":[86],"performance":[91],"requirements,":[92],"logical":[94],"sequencing":[95],"functions,":[97,104],"relative":[99],"timing":[100],"duration":[102],"outputs":[109],"that":[110,130],"trigger":[111],"execution":[113,162],"functions.Thus,":[115],"new":[117,147],"method":[118,148],"needed":[120],"further":[122],"leverage":[123],"information":[125],"captured":[126],"during":[127],"architecting":[129],"relates":[131],"flow,":[134],"timing,":[135],"data":[137,158],"&":[138],"message":[139],"exchanges.":[140],"Using":[141],"simplified":[143],"avionics":[144],"example,":[145],"demonstrated":[150],"results":[152],"in":[153,192],"creation":[155],"experiment":[157],"tables":[159],"summarizing":[160],"chain":[166,172],"under":[167],"various":[168],"input":[169],"conditions.":[170],"then":[175],"analyze":[178],"resulting":[180],"sequence":[181],"states":[184],"transition":[186],"probabilities.":[187],"aids":[189],"architects":[191],"analyzing":[193],"influence":[197],"design,":[199],"testing,":[200],"operation":[202],"even":[203],"with":[204],"increasing":[205],"complexity.":[207]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}