Publications

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

2025

  1. Engineering End-to-End Remote Labs Using IoT-Based Retrofitting
    Kandala, Savitha Viswanadh, Gureja, Akshit, Walchatwar, Nagesh, Agrawal, Rishabh, Sinha, Shiven, Chaudhari, Sachin,  Vaidhyanathan, Karthik, Choppella, Venkatesh, Bhimalapuram, Prabhakar, Kandath, Harikumar, and Hussain, Aftab M.
    IEEE Access 2025
  2. LLMs for Generation of Architectural Components: An Exploratory Empirical Study in the Serverless World
    Arun, Shrikara, Tedla, Meghana, and Vaidhyanathan, Karthik
    arXiv preprint arXiv:2502.02539 2025
  3. Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps
    Parthasarathy, Kannan,  Vaidhyanathan, Karthik, Dhar, Rudra, Krishnamachari, Venkat, Muhammed, Basil, Kakran, Adyansh, Akshathala, Sreemaee, Arun, Shrikara, Dubey, Sumant, Veerubhotla, Mohan, and others,
    arXiv preprint arXiv:2501.08243 2025
  4. Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications
    Sridhar, Chandrasekar, Gupta, Vyakhya, Jain, Prakhar, and Vaidhyanathan, Karthik
    arXiv preprint arXiv:2501.17028 2025
  5. Leveraging LLMs for Dynamic IoT Systems Generation through Mixed-Initiative Interaction
    Adnan, Bassam, Miryala, Sathvika, Sambu, Aneesh,  Vaidhyanathan, Karthik, De Sanctis, Martina, and Spalazzese, Romina
    arXiv preprint arXiv:2502.00689 2025

2024

  1. Exploratory Study of oneM2M-Based Interoperability Architectures for IoT: A Smart City Perspective
    Pranavasri, VJS, Francis, Leo, Pal, Gaurav, Mogadali, Ushasri, Vattem, Anuradha,  Vaidhyanathan, Karthik, and Gangadharan, Deepak
    In 21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024 2024
  2. Can LLMs Generate Architectural Design Decisions? - An Exploratory Empirical Study
    Dhar, Rudra,  Vaidhyanathan, Karthik, and Varma, Vasudeva
    In 21st IEEE International Conference on Software Architecture, ICSA 2024, Hyderabad, India, June 4-8, 2024 2024
  3. Leveraging Generative AI for Architecture Knowledge Management
    Dhar, Rudra,  Vaidhyanathan, Karthik, and Varma, Vasudeva
    In 21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024 2024
  4. Reimagining Self-Adaptation in the Age of Large Language Models
    Donakanti, Raghav, Jain, Prakhar, Kulkarni, Shubham, and Vaidhyanathan, Karthik
    In 21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024 2024
  5. Towards Architecting Sustainable MLOps: A Self-Adaptation Approach
    Bhatt, Hiya, Arun, Shrikara, Kakran, Adyansh, and Vaidhyanathan, Karthik
    In 21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024 2024
  6. EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems
    Tedla, Meghana, Kulkarni, Shubham, and Vaidhyanathan, Karthik
    In 21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024 2024
  7. Architecting Digital Twin for Smart City Systems: A Case Study
    Kanigolla, Likhith, Pal, Gaurav,  Vaidhyanathan, Karthik, Gangadharan, Deepak, and Vattem, Anuradha
    In 21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024 2024
  8. ML-enabled Service Discovery for Microservice Architecture: a QoS Approach
    Vaidhyanathan, Karthik, Caporuscio, Mauro, Florio, Stefano, and Muccini, Henry
    In Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, SAC 2024, Avila, Spain, April 8-12, 2024 2024
  9. SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
    Marda, Arya, Kulkarni, Shubham, and Vaidhyanathan, Karthik
    In Proceedings of the 19th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2024, Lisbon, Portugal, April 15-16, 2024 2024
  10. Engineering End-to-End Remote Labs using IoT-based Retrofitting
    Viswanadh, K. S., Gureja, Akshit, Walchatwar, Nagesh, Agrawal, Rishabh, Sinha, Shiven, Chaudhari, Sachin,  Vaidhyanathan, Karthik, Choppella, Venkatesh, Bhimalapuram, Prabhakar, Kandath, Harikumar, and Hussain, Aftab M.
    CoRR 2024
  11. SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
    Marda, Arya, Kulkarni, Shubham, and Vaidhyanathan, Karthik
    CoRR 2024
  12. Can LLMs Generate Architectural Design Decisions? -An Exploratory Empirical study
    Dhar, Rudra,  Vaidhyanathan, Karthik, and Varma, Vasudeva
    CoRR 2024
  13. Towards Architecting Sustainable MLOps: A Self-Adaptation Approach
    Bhatt, Hiya, Arun, Shrikara, Kakran, Adyansh, and Vaidhyanathan, Karthik
    CoRR 2024
  14. Reimagining Self-Adaptation in the Age of Large Language Models
    Donakanti, Raghav, Jain, Prakhar, Kulkarni, Shubham, and Vaidhyanathan, Karthik
    CoRR 2024
  15. EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems
    Tedla, Meghana, Kulkarni, Shubham, and Vaidhyanathan, Karthik
    CoRR 2024
  16. POSEIDON : Efficient Function Placement at the Edge using Deep Reinforcement Learning
    Jain, Prakhar, Singhal, Prakhar, Pandey, Divyansh, Quatrocchi, Giovanni, and Vaidhyanathan, Karthik
    CoRR 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