Karthik Vaidhyanathan

Postdoctoral Researcher. University of L'Aquila, Italy

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208, Blocco 0

Via Vetoio, Coppito

L'Aquila, Italy 67100

Karthik Vaidhyanathan is a Postdoctoral Researcher at the Department of Computer Science, University of L’Aquila, Italy. He obtained his Ph.D. from Gran Sasso Science Institute, Italy. His main research interests lie in the intersection of software architecture and machine learning with a specific focus on microservices and IoT domains. His research focuses on how machine learning techniques can be leveraged to better architect self-adaptive systems and further how to better define architecting practices for developing Machine Learning-enabled software systems. As a part of his research activities, he serves as a reviewer/organizing committee member in various workshops, conferences, and journals.

Karthik also poses more than 5 years of industrial experience in building and deploying ML products/services and he is working as a part-time consultant ML architect at Founding Minds, India.

news

Apr 13, 2022 I will be a co-chair of the workshop, SAML 2022 (Co-located with ECSA 2022)
Mar 28, 2022 I will be a PC member for SERENE 2022
Dec 14, 2021 Paper accepted for SA-TTA, ACM SAC 2022
Nov 17, 2021 I will be a PC member for the CAIN 2022 (Co-located with ICSE 2022)

selected publications

  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. 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
  3. 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