Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

    2021

    1. A Machine Learning Approach to Service Discovery for Microservice Architectures
      Caporuscio, Mauro, Toma, Marco De, Muccini, Henry, and Vaidhyanathan, Karthik
      In Software Architecture - 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings 2021
    2. Human Behavior-Oriented Architectural Design
      Abughazala, Moamin, Moghaddam, Mahyar Tourchi, Muccini, Henry, and Vaidhyanathan, Karthik
      In Software Architecture - 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings 2021
    3. Software Architecture for ML-based Systems: What Exists and What Lies Ahead
      Muccini, Henry, and Vaidhyanathan, Karthik
      In 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021 2021
    4. A User-driven Adaptation Approach for Microservice-based IoT Applications
      De Sanctis, Martina, Muccini, Henry, and Vaidhyanathan, Karthik
      In IoT ’21: 11th International Conference on the Internet of Things, St. Gallen, Switzerland, November 8 - 12, 2021 2021
    5. A Service for Supporting Digital and Immersive Cultural Experiences
      Vaidhyanathan, Karthik, Bruno, Antonio, Mendola, Eleonora, Mignosi, Filippo, Moghaddam, Mahyar Tourchi, Muccini, Henry, and Nesi, Monica
      CoRR 2021
    6. Architecture Design for Human-Driven Systems
      Moghaddam, Mahyar Tourchi, Abughazala, Moamin B., Cortellessa, Vittorio, Marco, Antinisca Di, Muccini, Henry, Rossi, Fabrizio, and Vaidhyanathan, Karthik
      CoRR 2021

    2020

    1. Quantitative Verification-Aided Machine Learning: A Tandem Approach for Architecting Self-Adaptive IoT Systems
      Cámara, Javier, Muccini, Henry, and Vaidhyanathan, Karthik
      In 2020 IEEE International Conference on Software Architecture, ICSA 2020, Salvador, Brazil, March 16-20, 2020 2020
    2. Data-driven Adaptation in Microservice-based IoT Architectures
      De Sanctis, Martina, Muccini, Henry, and Vaidhyanathan, Karthik
      In 2020 IEEE International Conference on Software Architecture Companion, ICSA Companion 2020, Salvador, Brazil, March 16-20, 2020 2020
    3. Leveraging Machine Learning Techniques for Architecting Self-Adaptive IoT Systems
      Muccini, Henry, and Vaidhyanathan, Karthik
      In IEEE International Conference on Smart Computing, SMARTCOMP 2020, Bologna, Italy, September 14-17, 2020 2020
    4. Towards Self-Learnable Software Architectures
      Muccini, Henry, and Vaidhyanathan, Karthik
      ERCIM News 2020

    2019

    1. ArchLearner: leveraging machine-learning techniques for proactive architectural adaptation
      Muccini, Henry, and Vaidhyanathan, Karthik
      In Proceedings of the 13th European Conference on Software Architecture, ECSA 2019, Paris, France, September 9-13, 2019, Companion Proceedings (Proceedings Volume 2), 2019
    2. A Machine Learning-Driven Approach for Proactive Decision Making in Adaptive Architectures
      Muccini, Henry, and Vaidhyanathan, Karthik
      In IEEE International Conference on Software Architecture Companion, ICSA Companion 2019, Hamburg, Germany, March 25-26, 2019 2019