{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T17:12:13Z","timestamp":1773249133601,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":27,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,27]],"date-time":"2024-10-27T00:00:00Z","timestamp":1729987200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2409933"],"award-info":[{"award-number":["2409933"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,27]]},"DOI":"10.1145\/3691621.3694933","type":"proceedings-article","created":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T12:18:59Z","timestamp":1729599539000},"page":"43-53","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Using Static Analysis to Aid Monolith to Microservice System Transformation: Tuning Fuzzy c-Means in a VAE-Based GNN Approach"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4521-2237","authenticated-orcid":false,"given":"Korn","family":"Sooksatra","sequence":"first","affiliation":[{"name":"Computer Science, Baylor University, Waco, Texas, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-6978-399X","authenticated-orcid":false,"given":"Md Showkat Hossain","family":"Chy","sequence":"additional","affiliation":[{"name":"Systems and Industrial Engineering, University of Arizona, Tucson, Arizona, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-3437-422X","authenticated-orcid":false,"given":"Muhmmad Ashfakur Rahman","family":"Arju","sequence":"additional","affiliation":[{"name":"Computer Science, Montana State University, Bozeman, Montana, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5882-5502","authenticated-orcid":false,"given":"Tomas","family":"Cerny","sequence":"additional","affiliation":[{"name":"Systems and Industrial Engineering, University of Arizona, Tucson, Arizona, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8690-0987","authenticated-orcid":false,"given":"Pablo","family":"Rivas","sequence":"additional","affiliation":[{"name":"Computer Science, Center for Standards and Ethics in AI, Waco, Texas, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,10,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","unstructured":"Muhammad Abdullah Waheed Iqbal and Abdelkarim Erradi. 2019. Unsupervised Learning Approach for Web Application Auto-Decomposition into Microservices. 10.1016\/j.jss.2019.02.031","DOI":"10.1016\/j.jss.2019.02.031"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2021.106600"},{"key":"e_1_3_2_1_3_1","volume-title":"FCM: The fuzzy c-means clustering algorithm. Computers & geosciences 10, 2--3","author":"Bezdek James C","year":"1984","unstructured":"James C Bezdek, Robert Ehrlich, and William Full. 1984. FCM: The fuzzy c-means clustering algorithm. Computers & geosciences 10, 2--3 (1984), 191--203."},{"key":"e_1_3_2_1_4_1","volume-title":"Proceedings of the 12th International Conference on Cloud Computing and Services Science - CLOSER. 149--157","author":"Bushong Vincent","year":"2022","unstructured":"Vincent Bushong, Diptal Das, and Tomas Cerny. 2022. Reconstructing the Holistic Architecture of Microservice Systems using Static Analysis. In Proceedings of the 12th International Conference on Cloud Computing and Services Science - CLOSER. 149--157."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/APSEC.2017.53"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-024-04526-z"},{"key":"e_1_3_2_1_7_1","volume-title":"Graph Neural Network to Dilute Outliers for Refactoring Monolith Application. CoRR abs\/2102.03827","author":"Desai Utkarsh","year":"2021","unstructured":"Utkarsh Desai, Sambaran Bandyopadhyay, and Srikanth Tamilselvam. 2021. Graph Neural Network to Dilute Outliers for Refactoring Monolith Application. CoRR abs\/2102.03827 (2021). arXiv:2102.03827 https:\/\/arxiv.org\/abs\/2102.03827"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16079"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3234152.3234195"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSA56044.2023.00013"},{"key":"e_1_3_2_1_11_1","unstructured":"Robert Grandl. 2023. A Quick Introduction to Service Weaver."},{"key":"e_1_3_2_1_12_1","volume-title":"Mono2Micro: A Practical and Effective Tool for Decomposing Monolithic Java Applications to Microservices. CoRR abs\/2107.09698","author":"Kalia Anup K.","year":"2021","unstructured":"Anup K. Kalia, Jin Xiao, Rahul Krishna, Saurabh Sinha, Maja Vukovic, and Debasish Banerjee. 2021. Mono2Micro: A Practical and Effective Tool for Decomposing Monolithic Java Applications to Microservices. CoRR abs\/2107.09698 (2021). arXiv:2107.09698 https:\/\/arxiv.org\/abs\/2107.09698"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","unstructured":"Miika Kalske Niko M\u00e4kitalo and Tommi Mikkonen. 2018. Challenges When Moving from Monolith to Microservice Architecture. 32--47. 10.1007\/978-3-319-74433-9_3","DOI":"10.1007\/978-3-319-74433-9_3"},{"key":"e_1_3_2_1_14_1","volume-title":"Auto-encoding variational bayes. arXiv preprint arXiv:1312.6114","author":"Kingma Diederik P","year":"2013","unstructured":"Diederik P Kingma and Max Welling. 2013. Auto-encoding variational bayes. arXiv preprint arXiv:1312.6114 (2013)."},{"key":"e_1_3_2_1_15_1","volume-title":"Microservice Decomposition via Static and Dynamic Analysis of the Monolith. CoRR abs\/2003.02603","author":"Krause Alexander","year":"2020","unstructured":"Alexander Krause, Christian Zirkelbach, Wilhelm Hasselbring, Stephan Lenga, and Dan Kr\u00f6ger. 2020. Microservice Decomposition via Static and Dynamic Analysis of the Monolith. CoRR abs\/2003.02603 (2020). arXiv:2003.02603 https:\/\/arxiv.org\/abs\/2003.02603"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-021-10063-9"},{"key":"e_1_3_2_1_17_1","volume-title":"Microservices: Representing Application Software through Heterogeneous Graph Neural Network. arXiv preprint arXiv:2112.01317","author":"Mathai A.","year":"2021","unstructured":"A. Mathai, S. Bandyopadhyay, U. Desai, and S. Tamilselvam. 2021. Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network. arXiv preprint arXiv:2112.01317 (2021)."},{"key":"e_1_3_2_1_18_1","volume-title":"Joint Proceedings of the Summer School on Software Maintenance and Evolution","author":"Rahman Davide","year":"2019","unstructured":"Davide Rahman, MI.and Taibi. 2019. A curated Dataset of Microservices-Based Systems. In Joint Proceedings of the Summer School on Software Maintenance and Evolution (Tampere, Finland). CEUR-WS."},{"key":"e_1_3_2_1_19_1","volume-title":"Microservices Patterns: With examples in Java. Manning. https:\/\/books.google.com\/books?id=UeK1swEACAAJ","author":"Richardson C.","year":"2018","unstructured":"C. Richardson. 2018. Microservices Patterns: With examples in Java. Manning. https:\/\/books.google.com\/books?id=UeK1swEACAAJ"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/SOSE58276.2023.00013"},{"key":"e_1_3_2_1_21_1","volume-title":"2022 IEEE International Conference on Service-Oriented System Engineering (SOSE). IEEE, 1--10","author":"Sooksatra Korn","year":"2022","unstructured":"Korn Sooksatra, Rokin Maharjan, and Tomas Cerny. 2022. Monolith to Microservices: VAE-Based GNN Approach with Duplication Consideration. In 2022 IEEE International Conference on Service-Oriented System Engineering (SOSE). IEEE, 1--10."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","unstructured":"Davide Taibi and Kari Syst\u00e4. 2019. From Monolithic Systems to Microservices: A Decomposition Framework based on Process Mining. 10.5220\/0007755901530164","DOI":"10.5220\/0007755901530164"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2503"},{"key":"e_1_3_2_1_24_1","unstructured":"Adam Wiggins. 2017. The Twelve-Factor App. https:\/\/12factor.net\/https:\/\/12factor.net\/ last accessed 1\/2\/2022."},{"key":"e_1_3_2_1_25_1","unstructured":"Rahul Yedida Rahul Krishna Anup Kalia Tim Menzies Jin Xiao and Maja Vukovic. 2021. Partitioning Cloud-based Microservices (via Deep Learning)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3238147.3240730"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3183440.3194991"}],"event":{"name":"ASEW '24: 39th IEEE\/ACM International Conference on Automated Software Engineering Workshops","location":"Sacramento CA USA","acronym":"ASEW '24","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS"]},"container-title":["Proceedings of the 39th IEEE\/ACM International Conference on Automated Software Engineering Workshops"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3691621.3694933","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:09:40Z","timestamp":1750295380000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3691621.3694933"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,27]]},"references-count":27,"alternative-id":["10.1145\/3691621.3694933","10.1145\/3691621"],"URL":"https:\/\/doi.org\/10.1145\/3691621.3694933","relation":{},"subject":[],"published":{"date-parts":[[2024,10,27]]},"assertion":[{"value":"2024-10-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}