Publications

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

2024

    2023

    1. Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching
      Kulkarni, Shubham, Marda, Arya, and Vaidhyanathan, Karthik
      In 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, Luxembourg, September 11-15, 2023 2023
    2. A Tool based Experiment to Teach Elicitation and Specification of Virtual Reality Product Requirements
      Karre, Sai Anirudh,  Vaidhyanathan, Karthik, and Reddy, Y. Raghu
      In Proceedings of the ACM Conference on Global Computing Education Vol 2, CompEd 2023, Hyderabad, India, December 5-9, 2023 2023
    3. Emotional Internet of Behaviors: A QoE-QoS Adjustment Mechanism
      Alipour, Mina, Moghaddam, Mahyar Tourchi,  Vaidhyanathan, Karthik, Kristensen, Tobias, and Asmussen, Nicolai Krogager
      In Artificial Intelligence in HCI - 4th International Conference, AI-HCI 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23-28, 2023, Proceedings, Part I 2023
    4. Emoticontrol: Emotions-Based Control of User-Interfaces Adaptations
      Alipour, Mina, Moghaddam, Mahyar T.,  Vaidhyanathan, Karthik, and Kjærgaard, Mikkel Baun
      Proc. ACM Hum.-Comput. Interact. Jun 2023
    5. Toward Changing Users behavior with Emotion-based Adaptive Systems
      Alipour, Mina, Moghaddam, Mahyar Tourchi,  Vaidhyanathan, Karthik, and Kjaergaard, Mikkel Baun
      In Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2023, Limassol, Cyprus, June 26-29, 2023 Jun 2023

    2022

    1. Agile4MLS - Leveraging Agile Practices for Developing Machine Learning-Enabled systems An Industrial Experience
      Vaidhyanathan, Karthik, Chandran, Anish, Muccini, Henry, and Roy, Regi
      In Jun 2022
    2. FEAST: a framework for evaluating implementation architectures of self-adaptive IoT systems
      Menna, Federico Di, Muccini, Henry, and Vaidhyanathan, Karthik
      In The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022 Jun 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 Jun 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 Jun 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 Jun 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 Jun 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 Jun 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 Jun 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 Jun 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 Jun 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 Jun 2020
    4. Towards Self-Learnable Software Architectures
      Muccini, Henry, and Vaidhyanathan, Karthik
      ERCIM News Jun 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), Jun 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 Jun 2019