Two research works were presented at the International Conference on Software Architecture (ICSA 2026). Green Autoscaler for Performance Aware Microservices: a Machine Learning ApproachThanh-Phuc Tran , Abhinandan Roul , Ishara Galbokka Hewage , Mahira Joytu , Roberta Capuano, Eoan O’Dea, Rafiullah Omar, Hergys Rexha, Sebastien Lanfond , Henry Muccini The first contribution, “Green Autoscaler for […]
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ICSA, the IEEE Int. Conference on Software Architecture, is our mother conference. SAML, GreenArch, Tutorial, Main conference During the 2026 editions we have the chance to present our recent work on Agentic Software Architectures (“Software Architecture Meets Agentic AI” tutorial), LLM for refactoring (“LLMs for Architectural Refactoring: An Exploratory study on Monoliths to Microservices”), green […]
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5th International Workshop on Software Architecture and Machine Learning (SAML 2026) Gizealew Alazie Dagnaw presented a Stage-1 Registered Report introducing a Cognitive Federated Digital Twin (CFDT) architecture that integrates Digital Twins, federated learning mechanisms, and LLM-based cognitive agents to support privacy-preserving, adaptive, and coordinated decision-making in distributed cyber–physical environments. The proposed architecture embeds cognitive reasoning […]
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Federico Martusciello presented a mixed reality prototype during the Amiternum Experience, an event dedicated to the origins of L’Aquila and the seals of Pope Gregory IX. The prototype demonstrated how a mixed reality headset can recognize the surrounding physical environment, overlay the detected geometry, and accurately anchor a 3D reconstruction of the cathedral at Campo […]
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