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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Prof. Henry Muccini had the honour and pleasure of delivering a tutorial entitled “Digital Architecture in the Age of GenAI” to 50 digital architects from the Digital Architects Network. Together with Karthik Vaidhyanathan, he provided an overview of how AI, when properly used, can enhance the work of software architects. The tutorial covered how AI […]
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ICSA 2025, the 22nd IEEE Int. Conference on Software Architecture, just started. The FrAmeLab is contributing by presenting a paper on data architecture modeling for edge-cloud applications “DATCloud: A Model-Driven Framework for Multi-Layered Data-Intensive Architectures“, co-organizing the SAML 2025 workshop on Software Architecture and Machine Learning, presenting Eoan O’Dea early career paper and poster on […]
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