Karthik Vaidhyanathan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 33

Top Topics

Machine Learning

Reference Model

Adaptation Strategies

Software Architecture

Top Venues

Publications

Arya Marda, Shubham Kulkarni, Karthik Vaidhyanathan
SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems. SEAMS@ICSE (2024)
Raghav Donakanti, Prakhar Jain, Shubham Kulkarni, Karthik Vaidhyanathan
Reimagining Self-Adaptation in the Age of Large Language Models. CoRR (2024)
Hiya Bhatt, Shrikara Arun, Adyansh Kakran, Karthik Vaidhyanathan
Towards Architecting Sustainable MLOps: A Self-Adaptation Approach. CoRR (2024)
Rudra Dhar, Karthik Vaidhyanathan, Vasudeva Varma
Can LLMs Generate Architectural Design Decisions? -An Exploratory Empirical study. CoRR (2024)
Arya Marda, Shubham Kulkarni, Karthik Vaidhyanathan
SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems. CoRR (2024)
Meghana Tedla, Shubham Kulkarni, Karthik Vaidhyanathan
EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems. CoRR (2024)
K. S. Viswanadh, Akshit Gureja, Nagesh Walchatwar, Rishabh Agrawal, Shiven Sinha, Sachin Chaudhari, Karthik Vaidhyanathan, Venkatesh Choppella, Prabhakar Bhimalapuram, Harikumar Kandath, Aftab M. Hussain
Engineering End-to-End Remote Labs using IoT-based Retrofitting. CoRR (2024)
Karthik Vaidhyanathan, Mauro Caporuscio, Stefano Florio, Henry Muccini
ML-enabled Service Discovery for Microservice Architecture: a QoS Approach. SAC (2024)
Rudra Dhar, Karthik Vaidhyanathan, Vasudeva Varma
Can LLMs Generate Architectural Design Decisions? - An Exploratory Empirical Study. ICSA (2024)
Sai Anirudh Karre, Karthik Vaidhyanathan, Y. Raghu Reddy
A Tool based Experiment to Teach Elicitation and Specification of Virtual Reality Product Requirements. CompEd (2) (2023)
Grace A. Lewis, Henry Muccini, Ipek Ozkaya, Karthik Vaidhyanathan, Roland Weiss, Liming Zhu
Software Architecture and Machine Learning (Dagstuhl Seminar 23302). Dagstuhl Reports 13 (7) (2023)
Mina Alipour, Mahyar Tourchi Moghaddam, Karthik Vaidhyanathan, Mikkel Baun Kjærgaard
Toward Changing Users behavior with Emotion-based Adaptive Systems. UMAP (2023)
Akshit Gureja, Rishabh Agrawal, Sachin Chaudhari, Karthik Vaidhyanathan, Venkatesh Choppella
Software Architecture for Multi-User Multiplexing to Enhance Scalability in IoT-Based Remote Labs. WF-IoT (2023)
Mina Alipour, Mahyar Tourchi Moghaddam, Karthik Vaidhyanathan, Mikkel Baun Kjærgaard
Emoticontrol: Emotions-based Control of User-Interfaces Adaptations. Proc. ACM Hum. Comput. Interact. 7 (EICS) (2023)
Mina Alipour, Mahyar Tourchi Moghaddam, Karthik Vaidhyanathan, Tobias Kristensen, Nicolai Krogager Asmussen
Emotional Internet of Behaviors: A QoE-QoS Adjustment Mechanism. HCI (40) (2023)
Shubham Kulkarni, Arya Marda, Karthik Vaidhyanathan
Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching. ASE (2023)
Shubham Kulkarni, Arya Marda, Karthik Vaidhyanathan
Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching. CoRR (2023)
VJS Pranavasri, Leo Francis, Ushasri Mogadali, Gaurav Pal, SVSLN Surya Suhas Vaddhiparthy, Anuradha Vattem, Karthik Vaidhyanathan, Deepak Gangadharan
Scalable and Interoperable Distributed Architecture for IoT in Smart Cities. WF-IoT (2023)
Federico Di Menna, Henry Muccini, Karthik Vaidhyanathan
FEAST: a framework for evaluating implementation architectures of self-adaptive IoT systems. SAC (2022)
Karthik Vaidhyanathan, Anish Chandran, Henry Muccini, Regi Roy
Agile4MLS - Leveraging Agile Practices for Developing Machine Learning-Enabled Systems: An Industrial Experience. IEEE Softw. 39 (6) (2022)
Martina De Sanctis, Henry Muccini, Karthik Vaidhyanathan
A User-driven Adaptation Approach for Microservice-based IoT Applications. IOT (2021)
Moamin Abughazala, Mahyar Tourchi Moghaddam, Henry Muccini, Karthik Vaidhyanathan
Human Behavior-Oriented Architectural Design. ECSA (2021)
Mahyar Tourchi Moghaddam, Moamin B. Abughazala, Vittorio Cortellessa, Antinisca Di Marco, Henry Muccini, Fabrizio Rossi, Karthik Vaidhyanathan
Architecture Design for Human-Driven Systems. CoRR (2021)
Henry Muccini, Karthik Vaidhyanathan
Software Architecture for ML-based Systems: What Exists and What Lies Ahead. CoRR (2021)
Karthik Vaidhyanathan, Antonio Bruno, Eleonora Mendola, Filippo Mignosi, Mahyar Tourchi Moghaddam, Henry Muccini, Monica Nesi
A Service for Supporting Digital and Immersive Cultural Experiences. CoRR (2021)
Mauro Caporuscio, Marco De Toma, Henry Muccini, Karthik Vaidhyanathan
A Machine Learning Approach to Service Discovery for Microservice Architectures. ECSA (2021)
Henry Muccini, Karthik Vaidhyanathan
Software Architecture for ML-based Systems: What Exists and What Lies Ahead. WAIN@ICSE (2021)
Javier Cámara, Henry Muccini, Karthik Vaidhyanathan
Quantitative Verification-Aided Machine Learning: A Tandem Approach for Architecting Self-Adaptive IoT Systems. ICSA (2020)
Henry Muccini, Karthik Vaidhyanathan
Towards Self-Learnable Software Architectures. ERCIM News 2020 (122) (2020)
Martina De Sanctis, Henry Muccini, Karthik Vaidhyanathan
Data-driven Adaptation in Microservice-based IoT Architectures. ICSA Companion (2020)
Henry Muccini, Karthik Vaidhyanathan
Leveraging Machine Learning Techniques for Architecting Self-Adaptive IoT Systems. SMARTCOMP (2020)
Henry Muccini, Karthik Vaidhyanathan
A Machine Learning-Driven Approach for Proactive Decision Making in Adaptive Architectures. ICSA Companion (2019)
Henry Muccini, Karthik Vaidhyanathan
ArchLearner: leveraging machine-learning techniques for proactive architectural adaptation. ECSA (Companion) (2019)