{"id":"https://openalex.org/W4387010642","doi":"https://doi.org/10.1109/tcc.2023.3319038","title":"A Complex Behavioral Interaction Analysis Method for Microservice Systems With Bounded Buffers","display_name":"A Complex Behavioral Interaction Analysis Method for Microservice Systems With Bounded Buffers","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4387010642","doi":"https://doi.org/10.1109/tcc.2023.3319038"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2023.3319038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2023.3319038","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-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/A5036108060","display_name":"Shuo Wang","orcid":"https://orcid.org/0009-0008-2222-6111"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuo Wang","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, and the Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-2222-6111","affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, and the Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041681214","display_name":"Zhijun Ding","orcid":"https://orcid.org/0000-0003-2178-6201"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijun Ding","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, and the Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2178-6201","affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, and the Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046301737","display_name":"Ru Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru Yang","raw_affiliation_strings":["Department of Computer Science and Technology, Shanghai Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7879-681X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066099338","display_name":"Changjun Jiang","orcid":"https://orcid.org/0000-0003-0637-9317"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjun Jiang","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, and the Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0637-9317","affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, and the Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036108060"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.1968,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51450721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":"4","first_page":"3713","last_page":"3724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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":1.0,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9962999820709229,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/soundness","display_name":"Soundness","score":0.8189800977706909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6834341287612915},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.590141773223877},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.5742565393447876},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.5134568810462952},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5072171688079834},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40383732318878174},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.31254106760025024},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21244481205940247},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1962222158908844},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13370728492736816}],"concepts":[{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.8189800977706909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6834341287612915},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.590141773223877},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.5742565393447876},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.5134568810462952},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5072171688079834},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40383732318878174},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31254106760025024},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21244481205940247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1962222158908844},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13370728492736816},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2023.3319038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2023.3319038","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8967163233","display_name":null,"funder_award_id":"62302306","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W17260705","https://openalex.org/W1488160528","https://openalex.org/W1514339125","https://openalex.org/W1532054750","https://openalex.org/W1783497842","https://openalex.org/W1828556947","https://openalex.org/W2027901440","https://openalex.org/W2041055242","https://openalex.org/W2059015573","https://openalex.org/W2096699267","https://openalex.org/W2111291256","https://openalex.org/W2114314195","https://openalex.org/W2118382442","https://openalex.org/W2129901874","https://openalex.org/W2132936953","https://openalex.org/W2144531585","https://openalex.org/W2510770814","https://openalex.org/W2528284453","https://openalex.org/W2544611060","https://openalex.org/W2551385510","https://openalex.org/W2587994348","https://openalex.org/W2588873424","https://openalex.org/W2684452131","https://openalex.org/W2797596189","https://openalex.org/W2888639043","https://openalex.org/W2903799441","https://openalex.org/W2959511993","https://openalex.org/W2963026732","https://openalex.org/W3012440378","https://openalex.org/W3014654115","https://openalex.org/W3046209893","https://openalex.org/W3214733124","https://openalex.org/W4247174127","https://openalex.org/W4293246097","https://openalex.org/W4293704339","https://openalex.org/W4300503193","https://openalex.org/W4312383167","https://openalex.org/W4313343578","https://openalex.org/W6602514942","https://openalex.org/W6734789029","https://openalex.org/W6941254996"],"related_works":["https://openalex.org/W1511249877","https://openalex.org/W1578828174","https://openalex.org/W2950376466","https://openalex.org/W2000943029","https://openalex.org/W2293004035","https://openalex.org/W18781025","https://openalex.org/W2952519015","https://openalex.org/W188034648","https://openalex.org/W1604988569","https://openalex.org/W2155728227"],"abstract_inverted_index":{"The":[0,18,167],"interaction":[1,28,85,110,112],"process":[2],"in":[3,30],"microservice":[4,72,160,198],"architectures":[5],"is":[6,146],"highly":[7],"complex,":[8],"making":[9],"it":[10],"very":[11],"challenging":[12],"to":[13,44,63,135],"ensure":[14,192],"correct":[15,194],"behavioral":[16,195],"interactions.":[17],"few":[19],"related":[20],"works":[21],"focus":[22],"only":[23],"on":[24,123,155],"the":[25,31,46,55,65,80,89,100,124,136,140,152,172,177,193],"verification":[26],"of":[27,33,82,91,159,183,197],"soundness":[29],"case":[32],"a":[34,61,147],"specific":[35],"buffer":[36,48,103],"<italic":[37,49,67,104,142,179],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[38,50,68,105,143,180],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">k</i>":[39,51,69,106,144,181],"-value,":[40],"without":[41],"considering":[42],"how":[43],"get":[45],"suitable":[47],"-value.":[52],"To":[53],"solve":[54],"above":[56],"problems,":[57],"this":[58],"article":[59],"proposes":[60],"method":[62,173],"find":[64,176],"maximum":[66,141,178],"-value":[70,107,145,182],"for":[71],"systems":[73],"with":[74,187],"bounded":[75,184],"buffers,":[76],"which":[77,133],"can":[78,174],"maximize":[79],"analysis":[81],"valuable":[83],"asynchronous":[84,109],"paths":[86,127],"while":[87],"avoiding":[88],"waste":[90],"computer":[92],"memory":[93],"resources.":[94],"Specific":[95],"contributions":[96],"include,":[97],"first,":[98],"giving":[99],"relationship":[101],"between":[102],"and":[108,114,129,162,165,190],"paths,":[111],"soundness,":[113],"its":[115,130],"proof;":[116],"second,":[117],"proposing":[118,153],"an":[119],"iterative":[120],"detection":[121],"based":[122],"additional":[125],"added":[126],"algorithm":[128],"correctness":[131],"proof,":[132],"leads":[134],"conclusion":[137],"that":[138,171],"finding":[139],"decidable":[148],"problem;":[149],"finally,":[150],"validating":[151],"methods":[154,189],"ten":[156],"classical":[157],"cases":[158],"systems,":[161],"analyzing":[163],"effectiveness":[164],"performance.":[166],"experimental":[168],"results":[169],"show":[170],"effectively":[175],"buffers":[185],"compared":[186],"existing":[188],"thus":[191],"interactions":[196],"systems.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}